董逻辑MGEO
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AI Model Rankings

基于模型热度、真实调用趋势与能力指标，追踪主流 AI 模型的市场表现。

Top Models

主流模型每周使用趋势

80T60T40T20T2025年8月25日11月24日1月5日2月23日4月6日5月18日7月6日8月17日
2025年8月25日
Others1.53T · 41.2%
Claude Sonnet 4560B · 15.0%
grok-code-fast-1396B · 10.6%
Gemini 2.5 Flash (batch)342B · 9.18%
gemini-2.0-flash-001202B · 5.43%
Gemini 2.5 Pro (batch)183B · 4.91%
DeepSeek V3 0324155B · 4.16%
DeepSeek V3.1149B · 4.00%
Qwen3 Coder 480B A35B106B · 2.86%
Qwen3 30B A3B98B · 2.63%
Total3.73T
2025年9月1日
Others1.60T · 34.9%
grok-code-fast-11.10T · 23.9%
Claude Sonnet 4545B · 11.8%
Gemini 2.5 Flash (batch)443B · 9.64%
gemini-2.0-flash-001183B · 3.97%
DeepSeek V3 0324168B · 3.64%
GPT-4.1 Mini (batch)161B · 3.51%
Gemini 2.5 Pro (batch)146B · 3.18%
deepseek-chat-v3.1:free136B · 2.96%
Qwen3 30B A3B117B · 2.54%
Total4.60T
2025年9月8日
Others1.87T · 38.1%
grok-code-fast-11.17T · 23.8%
Claude Sonnet 4568B · 11.6%
Gemini 2.5 Flash (batch)322B · 6.57%
gemini-2.0-flash-001184B · 3.76%
sonoma-sky-alpha172B · 3.51%
GPT-4.1 Mini (batch)167B · 3.42%
deepseek-chat-v3.1:free156B · 3.19%
DeepSeek V3 0324151B · 3.08%
Gemini 2.5 Pro (batch)145B · 2.95%
Total4.90T
2025年9月15日
Others1.81T · 36.8%
grok-code-fast-11.15T · 23.3%
Claude Sonnet 4586B · 11.9%
Gemini 2.5 Flash (batch)325B · 6.61%
sonoma-sky-alpha227B · 4.62%
gemini-2.0-flash-001187B · 3.81%
deepseek-chat-v3.1:free180B · 3.66%
grok-4-fast:free158B · 3.20%
GPT-4.1 Mini (batch)157B · 3.19%
DeepSeek V3 0324142B · 2.89%
Total4.92T
2025年9月22日
Others1.57T · 29.8%
grok-code-fast-11.07T · 20.3%
grok-4-fast:free913B · 17.4%
Claude Sonnet 4579B · 11.0%
Gemini 2.5 Flash (batch)346B · 6.58%
deepseek-chat-v3.1:free209B · 3.98%
gemini-2.0-flash-001161B · 3.07%
DeepSeek V3 0324141B · 2.68%
GPT-5 (batch)139B · 2.64%
Gemini 2.5 Pro (batch)136B · 2.58%
Total5.26T
2025年9月29日
Others2.03T · 37.7%
grok-code-fast-11.05T · 19.6%
grok-4-fast:free644B · 12.0%
Gemini 2.5 Flash (batch)365B · 6.78%
Claude Sonnet 4316B · 5.87%
Claude Sonnet 4.5 (batch)298B · 5.54%
deepseek-chat-v3.1:free223B · 4.15%
GPT-4.1 Mini (batch)172B · 3.20%
gemini-2.0-flash-001141B · 2.63%
Gemini 2.5 Flash Lite (batch)141B · 2.62%
Total5.38T
2025年10月6日
Others2.01T · 40.0%
grok-code-fast-11.18T · 23.6%
Claude Sonnet 4.5 (batch)482B · 9.60%
Gemini 2.5 Flash (batch)336B · 6.70%
Claude Sonnet 4250B · 4.99%
grok-4-fast199B · 3.96%
gpt-oss-20b (free)146B · 2.90%
Gemini 2.5 Pro (batch)145B · 2.89%
gemini-2.0-flash-001137B · 2.72%
Qwen3 Coder 30B A3B Instruct132B · 2.63%
Total5.02T
2025年10月13日
Others1.83T · 39.4%
grok-code-fast-11.17T · 25.3%
Claude Sonnet 4.5 (batch)508B · 10.9%
Gemini 2.5 Flash (batch)315B · 6.77%
Claude Sonnet 4164B · 3.54%
grok-4-fast160B · 3.45%
Gemini 2.5 Pro (batch)154B · 3.32%
gemini-2.0-flash-001147B · 3.17%
DeepSeek V3 0324114B · 2.46%
deepseek-r1t2-chimera:free79B · 1.70%
Total4.64T
2025年10月20日
Others1.96T · 40.0%
grok-code-fast-11.27T · 26.0%
Claude Sonnet 4.5 (batch)524B · 10.7%
Gemini 2.5 Flash (batch)291B · 5.96%
Gemini 2.5 Pro (batch)173B · 3.55%
grok-4-fast156B · 3.20%
Claude Sonnet 4155B · 3.17%
gemini-2.0-flash-001146B · 2.98%
DeepSeek V3 0324111B · 2.27%
Gemini 2.5 Flash Lite (batch)105B · 2.15%
Total4.89T
2025年10月27日
Others2.06T · 37.4%
grok-code-fast-11.47T · 26.6%
Claude Sonnet 4.5 (batch)654B · 11.9%
Gemini 2.5 Flash (batch)319B · 5.78%
minimax-m2:free242B · 4.39%
Gemini 2.5 Pro (batch)204B · 3.69%
grok-4-fast152B · 2.76%
gemini-2.0-flash-001150B · 2.72%
Claude Sonnet 4141B · 2.56%
Gemini 2.5 Flash Lite (batch)124B · 2.25%
Total5.51T
2025年11月3日
Others2.27T · 38.9%
grok-code-fast-11.36T · 23.4%
Claude Sonnet 4.5 (batch)670B · 11.5%
Gemini 2.5 Flash (batch)377B · 6.48%
minimax-m2:free338B · 5.79%
grok-4-fast203B · 3.48%
Gemini 2.5 Pro (batch)188B · 3.23%
gemini-2.0-flash-001151B · 2.59%
Gemini 2.5 Flash Lite (batch)136B · 2.34%
Claude Sonnet 4135B · 2.32%
Total5.83T
2025年11月10日
Others2.40T · 40.6%
grok-code-fast-11.45T · 24.5%
Claude Sonnet 4.5 (batch)604B · 10.2%
Gemini 2.5 Flash (batch)371B · 6.26%
MiniMax M2232B · 3.91%
grok-4-fast219B · 3.70%
Gemini 2.5 Pro (batch)184B · 3.10%
gemini-2.0-flash-001168B · 2.83%
polaris-alpha150B · 2.53%
Gemini 2.5 Flash Lite (batch)142B · 2.39%
Total5.93T
2025年11月17日
Others2.90T · 46.2%
grok-code-fast-11.25T · 19.9%
Claude Sonnet 4.5 (batch)497B · 7.93%
grok-4.1-fast390B · 6.21%
Gemini 2.5 Flash (batch)367B · 5.85%
MiniMax M2201B · 3.21%
gemini-2.0-flash-001187B · 2.99%
grok-4-fast164B · 2.61%
sherlock-think-alpha163B · 2.60%
Gemini 2.5 Pro (batch)156B · 2.49%
Total6.27T
2025年11月24日
Others2.97T · 41.3%
grok-4.1-fast:free1.58T · 22.0%
grok-code-fast-1978B · 13.6%
Claude Sonnet 4.5 (batch)428B · 5.96%
Gemini 2.5 Flash (batch)377B · 5.25%
grok-4.1-fast203B · 2.83%
MiniMax M2175B · 2.44%
gemini-2.0-flash-001168B · 2.34%
gemini-3-pro-preview-20251117155B · 2.15%
Gemini 2.5 Flash Lite (batch)151B · 2.11%
Total7.18T
2025年12月1日
Others3.02T · 48.9%
grok-code-fast-1879B · 14.2%
grok-4.1-fast:free585B · 9.46%
Claude Sonnet 4.5 (batch)429B · 6.94%
Gemini 2.5 Flash (batch)399B · 6.45%
Claude Opus 4.5 (batch)209B · 3.38%
gemini-3-pro-preview-20251117170B · 2.76%
gemini-2.0-flash-001165B · 2.67%
Gemini 2.5 Pro (batch)162B · 2.62%
grok-4-fast162B · 2.62%
Total6.18T
2025年12月8日
Others3.06T · 53.1%
grok-code-fast-1618B · 10.7%
Gemini 2.5 Flash (batch)453B · 7.85%
Claude Sonnet 4.5 (batch)431B · 7.46%
gpt-oss-120b323B · 5.60%
Claude Opus 4.5 (batch)212B · 3.67%
gemini-2.0-flash-001189B · 3.28%
Gemini 2.5 Flash Lite (batch)168B · 2.92%
grok-4-fast160B · 2.77%
Gemini 2.5 Pro (batch)155B · 2.69%
Total5.77T
2025年12月15日
Others3.30T · 56.4%
grok-code-fast-1517B · 8.86%
Gemini 2.5 Flash (batch)439B · 7.51%
Claude Sonnet 4.5 (batch)416B · 7.13%
gpt-oss-120b220B · 3.77%
Claude Opus 4.5 (batch)209B · 3.58%
DeepSeek V3.2205B · 3.52%
gemini-2.0-flash-001185B · 3.16%
Gemini 2.5 Flash Lite (batch)182B · 3.12%
mimo-v2-flash-20251210:free171B · 2.92%
Total5.84T
2025年12月22日
Others2.97T · 52.4%
grok-code-fast-1482B · 8.51%
mimo-v2-flash-20251210:free379B · 6.69%
Gemini 2.5 Flash (batch)377B · 6.66%
Claude Sonnet 4.5 (batch)361B · 6.37%
DeepSeek V3.2327B · 5.78%
Gemini 3 Flash Preview (batch)230B · 4.06%
grok-4.1-fast199B · 3.52%
Claude Opus 4.5 (batch)183B · 3.24%
Gemini 2.5 Flash Lite (batch)158B · 2.78%
Total5.66T
2025年12月29日
Others2.92T · 52.5%
grok-code-fast-1409B · 7.35%
Gemini 2.5 Flash (batch)352B · 6.33%
DeepSeek V3.2352B · 6.33%
Claude Sonnet 4.5 (batch)352B · 6.32%
mimo-v2-flash-20251210:free351B · 6.31%
Gemini 3 Flash Preview (batch)291B · 5.23%
grok-4.1-fast196B · 3.52%
Claude Opus 4.5 (batch)178B · 3.20%
Gemini 2.5 Flash Lite (batch)165B · 2.96%
Total5.57T
2026年1月5日
Others3.15T · 49.1%
Claude Sonnet 4.5 (batch)531B · 8.27%
grok-code-fast-1413B · 6.43%
mimo-v2-flash-20251210:free397B · 6.19%
Gemini 3 Flash Preview (batch)387B · 6.02%
Claude Opus 4.5 (batch)370B · 5.76%
Gemini 2.5 Flash (batch)364B · 5.67%
DeepSeek V3.2311B · 4.85%
Gemini 2.5 Flash Lite (batch)253B · 3.95%
grok-4.1-fast241B · 3.76%
Total6.42T
2026年1月12日
Others3.54T · 46.3%
Claude Opus 4.5 (batch)623B · 8.15%
Claude Sonnet 4.5 (batch)615B · 8.05%
mimo-v2-flash-20251210:free546B · 7.14%
grok-code-fast-1468B · 6.12%
Gemini 3 Flash Preview (batch)448B · 5.86%
Gemini 2.5 Pro (batch)389B · 5.09%
Gemini 2.5 Flash (batch)376B · 4.93%
DeepSeek V3.2355B · 4.64%
grok-4.1-fast284B · 3.71%
Total7.64T
2026年1月19日
Others3.45T · 46.1%
Claude Sonnet 4.5 (batch)713B · 9.52%
mimo-v2-flash-20251210:free575B · 7.67%
grok-code-fast-1540B · 7.20%
Gemini 3 Flash Preview (batch)537B · 7.17%
DeepSeek V3.2396B · 5.28%
Gemini 2.5 Flash (batch)365B · 4.87%
Claude Opus 4.5 (batch)364B · 4.86%
grok-4.1-fast283B · 3.77%
Gemini 2.5 Flash Lite (batch)267B · 3.56%
Total7.49T
2026年1月26日
Others4.09T · 49.6%
Claude Sonnet 4.5 (batch)775B · 9.39%
Gemini 3 Flash Preview (batch)689B · 8.35%
DeepSeek V3.2507B · 6.15%
grok-code-fast-1422B · 5.11%
Gemini 2.5 Flash (batch)406B · 4.92%
Claude Opus 4.5 (batch)378B · 4.58%
Kimi K2.5359B · 4.36%
grok-4.1-fast316B · 3.84%
gpt-oss-120b304B · 3.69%
Total8.25T
2026年2月2日
Others4.58T · 46.7%
Kimi K2.51.16T · 11.8%
Gemini 3 Flash Preview (batch)764B · 7.79%
Claude Sonnet 4.5 (batch)705B · 7.20%
DeepSeek V3.2665B · 6.78%
MiniMax M2.1442B · 4.51%
Gemini 2.5 Flash (batch)430B · 4.38%
Claude Opus 4.5 (batch)370B · 3.77%
grok-4.1-fast345B · 3.52%
Gemini 2.5 Flash Lite (batch)344B · 3.50%
Total9.80T
2026年2月9日
Others5.96T · 45.8%
MiniMax M2.51.44T · 11.1%
Kimi K2.51.30T · 9.96%
Gemini 3 Flash Preview (batch)776B · 5.96%
DeepSeek V3.2756B · 5.81%
GLM 5628B · 4.83%
Claude Sonnet 4.5 (batch)626B · 4.81%
grok-4.1-fast557B · 4.28%
Claude Opus 4.6 (batch)524B · 4.02%
Gemini 2.5 Flash (batch)450B · 3.46%
Total13.0T
2026年2月16日
Others5.64T · 40.4%
MiniMax M2.52.57T · 18.4%
Kimi K2.51.04T · 7.43%
Gemini 3 Flash Preview (batch)859B · 6.16%
GLM 5803B · 5.76%
DeepSeek V3.2745B · 5.34%
grok-4.1-fast669B · 4.80%
Claude Opus 4.6 (batch)643B · 4.61%
Claude Sonnet 4.5 (batch)534B · 3.83%
trinity-large-preview:free449B · 3.22%
Total13.9T
2026年2月23日
Others6.54T · 48.0%
MiniMax M2.51.63T · 11.9%
Gemini 3 Flash Preview (batch)1.03T · 7.54%
DeepSeek V3.2800B · 5.87%
Kimi K2.5692B · 5.08%
Claude Sonnet 4.6 (batch)636B · 4.67%
Claude Opus 4.6 (batch)634B · 4.66%
grok-4.1-fast595B · 4.37%
trinity-large-preview:free537B · 3.94%
Claude Sonnet 4.5 (batch)529B · 3.89%
Total13.6T
2026年3月2日
Others6.97T · 47.1%
MiniMax M2.51.86T · 12.6%
Gemini 3 Flash Preview (batch)1.04T · 7.05%
DeepSeek V3.2831B · 5.62%
Claude Opus 4.6 (batch)771B · 5.21%
step-3.5-flash:free747B · 5.05%
Kimi K2.5743B · 5.02%
Claude Sonnet 4.6 (batch)680B · 4.60%
grok-4.1-fast615B · 4.16%
trinity-large-preview:free526B · 3.56%
Total14.8T
2026年3月9日
Others8.24T · 48.8%
MiniMax M2.51.75T · 10.4%
step-3.5-flash:free1.34T · 7.94%
DeepSeek V3.21.04T · 6.14%
Gemini 3 Flash Preview (batch)1.02T · 6.02%
Claude Sonnet 4.6 (batch)889B · 5.27%
Claude Opus 4.6 (batch)821B · 4.87%
hunter-alpha666B · 3.94%
Gemini 2.5 Flash (batch)561B · 3.33%
Kimi K2.5559B · 3.32%
Total16.9T
2026年3月16日
Others10.0T · 49.3%
mimo-v2-pro-202603181.49T · 7.35%
step-3.5-flash:free1.48T · 7.29%
MiniMax M2.51.30T · 6.40%
DeepSeek V3.21.13T · 5.59%
Claude Sonnet 4.6 (batch)1.04T · 5.11%
GLM 5 Turbo1.03T · 5.06%
Claude Opus 4.6 (batch)974B · 4.80%
Gemini 3 Flash Preview (batch)937B · 4.62%
hunter-alpha916B · 4.51%
Total20.3T
2026年3月23日
Others9.82T · 43.4%
mimo-v2-pro-202603183.95T · 17.4%
step-3.5-flash:free1.48T · 6.56%
MiniMax M2.71.28T · 5.67%
DeepSeek V3.21.24T · 5.47%
Claude Sonnet 4.6 (batch)1.03T · 4.57%
Claude Opus 4.6 (batch)992B · 4.38%
Gemini 3 Flash Preview (batch)968B · 4.28%
GLM 5 Turbo965B · 4.26%
MiniMax M2.5906B · 4.00%
Total22.6T
2026年3月30日
Others11.0T · 40.8%
qwen3.6-plus-04-02:free4.60T · 17.0%
mimo-v2-pro-202603183.08T · 11.4%
qwen3.6-plus-preview:free1.64T · 6.07%
step-3.5-flash:free1.26T · 4.65%
MiniMax M2.71.19T · 4.42%
DeepSeek V3.21.19T · 4.40%
Claude Sonnet 4.6 (batch)1.03T · 3.82%
Claude Opus 4.6 (batch)1.02T · 3.76%
Gemini 3 Flash Preview (batch)980B · 3.63%
Total27.0T
2026年4月6日
Others11.1T · 52.8%
qwen3.6-plus-04-02:free1.66T · 7.92%
DeepSeek V3.21.27T · 6.04%
Claude Opus 4.6 (batch)1.19T · 5.69%
MiniMax M2.71.19T · 5.66%
Claude Sonnet 4.6 (batch)1.16T · 5.53%
MiniMax M2.51.10T · 5.24%
Gemini 3 Flash Preview (batch)1.06T · 5.06%
nemotron-3-super-120b-a12b-20230311:free659B · 3.14%
mimo-v2-pro-20260318606B · 2.89%
Total21.0T
2026年4月13日
Others11.1T · 54.3%
Claude Sonnet 4.6 (batch)1.38T · 6.75%
DeepSeek V3.21.28T · 6.25%
Claude Opus 4.6 (batch)1.22T · 5.95%
mimo-v2-pro-202603181.15T · 5.61%
Gemini 3 Flash Preview (batch)1.14T · 5.58%
MiniMax M2.51.05T · 5.12%
MiniMax M2.7960B · 4.69%
Gemini 2.5 Flash Lite (batch)594B · 2.90%
grok-4.1-fast572B · 2.80%
Total20.5T
2026年4月20日
Others12.5T · 57.3%
Kimi K2.61.58T · 7.22%
Claude Sonnet 4.6 (batch)1.36T · 6.20%
DeepSeek V3.21.27T · 5.83%
Claude Opus 4.7 (batch)1.15T · 5.25%
Gemini 3 Flash Preview (batch)1.04T · 4.74%
MiniMax M2.7789B · 3.61%
grok-4.1-fast746B · 3.41%
Step 3.5 Flash720B · 3.29%
Claude Opus 4.6 (batch)685B · 3.13%
Total21.9T
2026年4月27日
Others12.6T · 53.0%
hy3-preview-20260421:free3.03T · 12.7%
Kimi K2.61.81T · 7.61%
Claude Sonnet 4.6 (batch)1.34T · 5.65%
Gemini 3 Flash Preview (batch)971B · 4.08%
Claude Opus 4.7 (batch)933B · 3.92%
DeepSeek V3.2906B · 3.81%
Step 3.5 Flash751B · 3.15%
MiniMax M2.7728B · 3.06%
DeepSeek V4 Flash 0423703B · 2.96%
Total23.8T
2026年5月4日
Others14.0T · 54.5%
hy3-preview-20260421:free2.68T · 10.4%
Kimi K2.61.61T · 6.27%
Claude Sonnet 4.6 (batch)1.45T · 5.64%
Claude Opus 4.7 (batch)1.23T · 4.80%
DeepSeek V4 Flash 04231.11T · 4.32%
Gemini 3 Flash Preview (batch)1.07T · 4.18%
DeepSeek V3.2867B · 3.37%
Hy3 preview856B · 3.33%
DeepSeek V4 Pro 0423816B · 3.17%
Total25.7T
2026年5月11日
Others14.1T · 52.4%
Hy3 preview2.66T · 9.87%
DeepSeek V4 Flash 04232.06T · 7.66%
Claude Sonnet 4.6 (batch)1.55T · 5.75%
Claude Opus 4.7 (batch)1.54T · 5.71%
Gemini 3 Flash Preview (batch)1.15T · 4.28%
Kimi K2.61.05T · 3.92%
DeepSeek V3.21.03T · 3.81%
owl-alpha895B · 3.33%
DeepSeek V4 Pro 0423893B · 3.32%
Total26.9T
2026年5月18日
Others13.6T · 47.1%
DeepSeek V4 Flash 04233.43T · 11.8%
Hy3 preview3.07T · 10.6%
Claude Opus 4.7 (batch)1.94T · 6.70%
Claude Sonnet 4.6 (batch)1.88T · 6.52%
owl-alpha1.15T · 3.98%
Gemini 3 Flash Preview (batch)1.10T · 3.81%
DeepSeek V4 Pro 04231.08T · 3.72%
DeepSeek V3.2979B · 3.39%
Step 3.5 Flash662B · 2.29%
Total28.9T
2026年5月25日
Others14.8T · 46.4%
DeepSeek V4 Flash 04233.11T · 9.77%
Hy3 preview3.03T · 9.52%
Claude Opus 4.7 (batch)2.32T · 7.31%
Claude Sonnet 4.6 (batch)1.92T · 6.05%
owl-alpha1.66T · 5.23%
MiMo-V2.51.46T · 4.60%
DeepSeek V4 Pro 04231.25T · 3.94%
MiMo-V2.5-Pro1.24T · 3.91%
DeepSeek V3.21.04T · 3.27%
Total31.8T
2026年6月1日
Others16.8T · 46.5%
DeepSeek V4 Flash 04233.68T · 10.2%
Hy3 preview2.94T · 8.14%
MiniMax M3 (batch)2.50T · 6.92%
MiMo-V2.52.19T · 6.06%
owl-alpha1.95T · 5.39%
Claude Sonnet 4.6 (batch)1.76T · 4.86%
DeepSeek V4 Pro 04231.70T · 4.70%
Claude Opus 4.7 (batch)1.44T · 3.98%
DeepSeek V3.21.17T · 3.23%
Total36.1T
2026年6月8日
Others18.0T · 40.4%
DeepSeek V4 Flash 04234.41T · 9.89%
MiniMax M3 (batch)4.32T · 9.69%
Hy3 preview4.14T · 9.27%
MiMo-V2.53.59T · 8.05%
owl-alpha2.47T · 5.54%
Claude Opus 4.7 (batch)2.34T · 5.24%
Claude Sonnet 4.6 (batch)2.13T · 4.77%
DeepSeek V4 Pro 04231.96T · 4.39%
Claude Opus 4.8 (batch)1.25T · 2.79%
Total44.6T
2026年6月15日
Others19.5T · 41.9%
DeepSeek V4 Flash 04234.93T · 10.6%
MiMo-V2.53.94T · 8.45%
MiniMax M3 (batch)3.77T · 8.08%
Hy3 preview3.63T · 7.77%
owl-alpha2.56T · 5.49%
DeepSeek V4 Pro 04232.53T · 5.43%
Claude Opus 4.7 (batch)2.52T · 5.41%
Claude Opus 4.8 (batch)1.69T · 3.63%
Claude Sonnet 4.6 (batch)1.54T · 3.29%
Total46.6T
2026年6月22日
Others18.6T · 39.8%
DeepSeek V4 Flash 04234.66T · 9.97%
MiMo-V2.54.48T · 9.59%
MiniMax M3 (batch)3.74T · 8.01%
owl-alpha3.47T · 7.44%
Hy3 preview3.36T · 7.19%
Claude Opus 4.7 (batch)2.34T · 5.00%
GLM 5.2 (free)2.11T · 4.51%
DeepSeek V4 Pro 04232.04T · 4.37%
Claude Opus 4.8 (batch)1.91T · 4.08%
Total46.7T
2026年6月29日
Others19.0T · 40.6%
DeepSeek V4 Flash 04235.34T · 11.4%
MiMo-V2.54.38T · 9.38%
MiniMax M3 (batch)4.11T · 8.80%
Hy3 preview3.13T · 6.69%
GLM 5.2 (free)2.58T · 5.52%
DeepSeek V4 Pro 04232.36T · 5.05%
Claude Opus 4.7 (batch)2.19T · 4.69%
Claude Opus 4.8 (batch)2.09T · 4.48%
Step 3.7 Flash1.55T · 3.33%
Total46.7T
2026年7月6日
Others18.7T · 35.6%
hy3-20260706:free6.13T · 11.7%
MiMo-V2.55.95T · 11.3%
DeepSeek V4 Flash 04235.22T · 9.93%
MiniMax M3 (batch)4.26T · 8.09%
GLM 5.2 (free)3.19T · 6.07%
DeepSeek V4 Pro 04232.83T · 5.37%
Claude Opus 4.7 (batch)2.26T · 4.29%
nemotron-3-ultra-550b-a55b-20260604:free2.04T · 3.88%
Claude Opus 4.8 (batch)2.03T · 3.86%
Total52.6T
2026年7月13日
Others19.0T · 30.2%
hy3-20260706:free11.5T · 18.3%
MiMo-V2.59.32T · 14.8%
DeepSeek V4 Flash 04235.38T · 8.58%
MiniMax M3 (batch)3.81T · 6.08%
GLM 5.2 (free)3.67T · 5.85%
nemotron-3-ultra-550b-a55b-20260604:free3.15T · 5.01%
DeepSeek V4 Pro 04232.71T · 4.32%
Claude Opus 4.7 (batch)2.17T · 3.46%
Claude Opus 4.8 (batch)2.07T · 3.30%
Total62.8T
2026年7月20日
Others22.7T · 39.2%
MiMo-V2.510.5T · 18.0%
DeepSeek V4 Flash 04236.37T · 11.0%
Hy33.94T · 6.80%
GLM 5.2 (free)3.29T · 5.66%
DeepSeek V4 Pro 04233.17T · 5.46%
nemotron-3-ultra-550b-a55b-20260604:free2.34T · 4.03%
MiniMax M3 (batch)2.05T · 3.53%
Step 3.7 Flash1.92T · 3.31%
hy3-20260706:free1.76T · 3.03%
Total58.0T
2026年7月27日
Others24.3T · 42.8%
DeepSeek V4 Flash 04237.22T · 12.7%
MiMo-V2.56.30T · 11.1%
Hy34.82T · 8.50%
DeepSeek V4 Pro 04233.28T · 5.77%
GLM 5.2 (free)2.89T · 5.09%
nemotron-3-ultra-550b-a55b-20260604:free2.43T · 4.27%
MiniMax M3 (batch)1.96T · 3.45%
GPT-5.6 Luna (batch)1.95T · 3.43%
Step 3.7 Flash1.66T · 2.92%
Total56.8T
2026年8月3日
Others25.6T · 37.1%
DeepSeek V4 Flash 07318.83T · 12.8%
Hy38.05T · 11.7%
DeepSeek V4 Flash 04235.88T · 8.52%
MiMo-V2.55.39T · 7.81%
GPT-5.6 Luna (batch)4.43T · 6.42%
GLM 5.2 (free)3.49T · 5.05%
DeepSeek V4 Pro 04232.61T · 3.78%
nemotron-3-ultra-550b-a55b-20260604:free2.41T · 3.49%
Gemini 3.6 Flash (batch)2.33T · 3.37%
Total69.0T
2026年8月10日
Others28.3T · 37.5%
DeepSeek V4 Flash 073111.2T · 14.8%
Hy39.95T · 13.2%
GPT-5.6 Luna (batch)5.31T · 7.05%
DeepSeek V4 Flash 04234.83T · 6.41%
GLM 5.2 (free)4.33T · 5.75%
MiMo-V2.53.79T · 5.03%
DeepSeek V4 Pro 04232.74T · 3.63%
Claude Opus 5 (batch)2.67T · 3.54%
Gemini 3.6 Flash (batch)2.28T · 3.03%
Total75.3T
2026年8月17日
Others10.2T · 35.9%
DeepSeek V4 Flash 07313.71T · 13.1%
Hy33.53T · 12.5%
MiMo-V2.53.24T · 11.4%
GPT-5.6 Luna (batch)2.29T · 8.09%
DeepSeek V4 Flash 04231.59T · 5.63%
GLM 5.2 (free)1.28T · 4.52%
nemotron-3-ultra-550b-a55b-20260604:free1.12T · 3.96%
Gemini 3.6 Flash (batch)719B · 2.54%
DeepSeek V4 Pro 0423674B · 2.38%
Total28.3T

LLM Leaderboard

按时间范围查询不同模型的调用量

1.
DeepSeek V4 Flash 0731
by deepseek
11.3T tokens
↑12%
2.
Hy3
by tencent
9.83T tokens
↑4%
3.
GPT-5.6 Luna (batch)
by openai
5.80T tokens
↑19%
4.
MiMo-V2.5
by xiaomi
5.46T tokens
↑9%
5.
DeepSeek V4 Flash 0423
by deepseek
4.78T tokens
↓13%
6.
GLM 5.2 (free)
by z-ai
4.34T tokens
↑18%
7.
Gemini 3.6 Flash (batch)
by google
2.75T tokens
↑12%
8.
nemotron-3-ultra-550b-a55b-20260604:free
by nvidia
2.69T tokens
↑20%
9.
Claude Opus 5 (batch)
by anthropic
2.68T tokens
↑89%
10.
DeepSeek V4 Pro 0423
by deepseek
2.57T tokens
↑1%
11.
MiniMax M3 (batch)
by minimax
1.67T tokens
↑2%
12.
laguna-s-2.1-20260720:free
by poolside
1.67T tokens
↓5%
13.
Kimi K3
by moonshotai
1.32T tokens
↓9%
14.
Claude Sonnet 5 (batch)
by anthropic
1.08T tokens
↑5%
15.
DeepSeek V4 Pro 0813
by deepseek
946B tokens
16.
GPT-5.6 Terra (batch)
by openai
943B tokens
↑12%
17.
Step 3.7 Flash
by stepfun
857B tokens
↓30%
18.
nemotron-3.5-lightning-20260807:free
by nvidia
836B tokens
↑39%
19.
Gemini 3.7 Flash (batch)
by google
830B tokens
20.
Gemini 3 Flash Preview (batch)
by google
821B tokens
↓8%

Market Share

按模型厂商对比 token 份额

100%60%30%2025年8月25日11月24日1月5日2月23日4月6日5月18日7月6日8月17日
2025年8月25日
google24.4%
anthropic19.4%
deepseek14.4%
x-ai13.1%
openai10.1%
qwen8.43%
others3.59%
mistralai2.55%
z-ai2.10%
meta-llama1.90%
Total100%
2025年9月1日
x-ai25.3%
google21.4%
anthropic15.0%
deepseek11.2%
openai10.6%
qwen6.40%
others4.35%
z-ai2.04%
mistralai1.97%
meta-llama1.76%
Total100%
2025年9月8日
x-ai24.7%
google18.1%
anthropic14.5%
deepseek12.4%
openai11.7%
qwen5.57%
MGEO4.95%
others4.22%
z-ai1.97%
meta-llama1.87%
Total100%
2025年9月15日
x-ai27.4%
google18.3%
anthropic14.7%
deepseek11.3%
openai11.1%
MGEO5.69%
qwen4.24%
others3.83%
mistralai1.76%
meta-llama1.63%
Total100%
2025年9月22日
x-ai38.7%
google17.3%
anthropic13.4%
openai11.3%
deepseek9.64%
qwen3.38%
others2.00%
meta-llama1.62%
mistralai1.44%
z-ai1.28%
Total100%
2025年9月29日
x-ai33.9%
google18.5%
anthropic13.7%
openai11.8%
deepseek9.95%
qwen3.43%
meta-llama2.50%
z-ai2.48%
others2.31%
mistralai1.45%
Total100%
2025年10月6日
x-ai28.2%
google18.6%
anthropic16.9%
openai13.0%
deepseek7.70%
qwen6.27%
z-ai3.25%
others2.97%
mistralai1.65%
tngtech1.53%
Total100%
2025年10月13日
x-ai30.2%
google18.9%
anthropic17.3%
openai11.3%
deepseek7.19%
qwen4.60%
others3.65%
z-ai2.86%
tngtech2.20%
mistralai1.81%
Total100%
2025年10月20日
x-ai29.8%
google19.0%
anthropic17.6%
openai10.6%
deepseek6.55%
qwen5.39%
others4.09%
z-ai3.02%
tngtech2.06%
meta-llama1.89%
Total100%
2025年10月27日
x-ai30.0%
google19.6%
anthropic16.9%
openai8.82%
deepseek5.87%
others4.91%
qwen4.61%
minimax4.55%
z-ai2.87%
mistralai1.88%
Total100%
2025年11月3日
x-ai27.6%
google19.2%
anthropic16.2%
openai8.51%
minimax6.72%
deepseek6.50%
others6.31%
qwen4.02%
z-ai3.00%
mistralai1.95%
Total100%
2025年11月10日
x-ai28.7%
google18.5%
anthropic14.7%
openai8.99%
others7.50%
deepseek5.95%
minimax5.02%
MGEO3.99%
qwen3.97%
z-ai2.64%
Total100%
2025年11月17日
x-ai31.1%
google19.9%
anthropic11.9%
openai9.89%
others7.04%
qwen5.52%
deepseek5.30%
MGEO3.67%
minimax3.22%
z-ai2.44%
Total100%
2025年11月24日
x-ai40.8%
google18.0%
anthropic10.6%
openai9.19%
others5.94%
deepseek4.72%
qwen4.47%
minimax2.45%
z-ai2.10%
mistralai1.76%
Total100%
2025年12月1日
x-ai27.7%
google21.0%
anthropic14.2%
openai11.5%
others7.04%
deepseek6.47%
qwen4.81%
mistralai2.61%
z-ai2.37%
minimax2.28%
Total100%
2025年12月8日
google23.1%
openai16.3%
x-ai16.2%
anthropic15.4%
others8.19%
deepseek6.93%
qwen5.45%
mistralai3.76%
tngtech2.39%
z-ai2.32%
Total100%
2025年12月15日
google23.1%
openai15.1%
x-ai14.7%
anthropic14.4%
others10.4%
deepseek8.09%
qwen4.56%
mistralai4.42%
xiaomi2.92%
z-ai2.30%
Total100%
2025年12月22日
google22.4%
x-ai14.2%
anthropic12.9%
others11.7%
openai10.4%
deepseek10.3%
xiaomi6.69%
mistralai4.93%
qwen3.94%
z-ai2.49%
Total100%
2025年12月29日
google23.3%
x-ai13.5%
anthropic12.6%
others11.9%
deepseek11.0%
openai9.80%
xiaomi6.31%
mistralai4.71%
qwen3.79%
z-ai3.03%
Total100%
2026年1月5日
google24.2%
anthropic16.9%
x-ai12.2%
openai11.0%
others9.47%
deepseek9.21%
xiaomi6.19%
mistralai4.24%
z-ai3.41%
qwen3.19%
Total100%
2026年1月12日
google26.1%
anthropic19.1%
openai12.5%
x-ai11.8%
deepseek8.29%
xiaomi7.18%
others6.08%
mistralai3.60%
qwen3.07%
z-ai2.29%
Total100%
2026年1月19日
google23.6%
anthropic16.8%
x-ai13.2%
openai12.9%
deepseek8.87%
xiaomi7.82%
others6.44%
qwen4.07%
mistralai3.81%
z-ai2.48%
Total100%
2026年1月26日
google23.8%
anthropic16.7%
openai14.4%
x-ai11.2%
deepseek9.55%
others9.09%
moonshotai5.20%
qwen3.89%
z-ai3.17%
minimax3.01%
Total100%
2026年2月2日
google21.5%
anthropic15.0%
openai12.4%
moonshotai12.4%
others9.54%
deepseek9.29%
x-ai8.19%
minimax4.66%
arcee-ai3.52%
qwen3.43%
Total100%
2026年2月9日
google17.1%
minimax14.1%
anthropic12.6%
openai11.2%
moonshotai10.4%
others9.71%
deepseek7.62%
x-ai7.01%
z-ai6.96%
arcee-ai3.40%
Total100%
2026年2月16日
minimax18.9%
google16.5%
anthropic13.6%
openai10.4%
others9.06%
moonshotai7.78%
z-ai7.64%
deepseek7.03%
x-ai5.89%
arcee-ai3.26%
Total100%
2026年2月23日
google19.5%
anthropic16.2%
minimax14.9%
openai10.7%
others10.4%
deepseek7.47%
x-ai5.89%
z-ai5.61%
moonshotai5.44%
arcee-ai3.98%
Total100%
2026年3月2日
google19.1%
anthropic15.9%
openai13.7%
minimax13.4%
others10.7%
deepseek7.05%
moonshotai5.32%
x-ai5.23%
stepfun5.17%
qwen4.39%
Total100%
2026年3月9日
google17.5%
others15.6%
anthropic15.4%
openai12.3%
minimax10.6%
stepfun8.15%
deepseek7.32%
MGEO5.17%
x-ai4.11%
qwen3.88%
Total100%
2026年3月16日
others15.3%
google15.1%
anthropic14.0%
xiaomi10.1%
openai9.68%
minimax8.36%
stepfun7.49%
z-ai7.46%
deepseek6.64%
MGEO5.90%
Total100%
2026年3月23日
xiaomi20.6%
google13.0%
anthropic12.6%
others10.8%
minimax9.81%
openai9.57%
stepfun6.82%
z-ai6.77%
deepseek6.49%
x-ai3.47%
Total100%
2026年3月30日
qwen25.6%
xiaomi13.5%
google10.6%
others10.2%
anthropic10.1%
minimax7.67%
openai7.50%
deepseek5.28%
stepfun4.88%
z-ai4.67%
Total100%
2026年4月6日
google16.4%
anthropic14.3%
openai12.4%
qwen12.2%
others12.2%
minimax11.2%
deepseek7.12%
z-ai6.51%
xiaomi3.98%
nvidia3.68%
Total100%
2026年4月13日
google17.6%
anthropic17.5%
others13.0%
openai12.2%
minimax9.93%
deepseek7.29%
z-ai7.00%
xiaomi6.61%
qwen5.02%
x-ai3.82%
Total100%
2026年4月20日
anthropic17.5%
others16.8%
google16.2%
openai11.7%
moonshotai8.77%
deepseek7.66%
minimax6.94%
z-ai5.23%
qwen5.03%
x-ai4.19%
Total100%
2026年4月27日
others16.0%
google14.6%
anthropic14.1%
tencent12.7%
openai10.7%
deepseek9.25%
moonshotai8.86%
qwen5.10%
minimax4.54%
z-ai4.22%
Total100%
2026年5月4日
others15.6%
anthropic14.5%
google14.0%
tencent13.7%
deepseek11.6%
openai10.2%
moonshotai7.39%
qwen5.06%
minimax3.99%
z-ai3.83%
Total100%
2026年5月11日
others16.6%
deepseek15.8%
anthropic15.4%
google14.8%
openai9.87%
tencent9.87%
qwen5.34%
moonshotai5.04%
minimax3.85%
z-ai3.50%
Total100%
2026年5月18日
deepseek19.8%
anthropic16.5%
google15.1%
others13.2%
tencent10.6%
openai10.3%
qwen4.12%
MGEO3.98%
z-ai3.21%
moonshotai3.18%
Total100%
2026年5月25日
deepseek17.6%
anthropic17.5%
google13.2%
others12.0%
tencent9.52%
openai9.24%
xiaomi8.84%
MGEO5.23%
qwen3.81%
z-ai3.03%
Total100%
2026年6月1日
deepseek18.7%
anthropic14.6%
others12.7%
google11.9%
minimax8.43%
xiaomi8.15%
tencent8.15%
openai7.98%
MGEO5.39%
qwen4.02%
Total100%
2026年6月8日
deepseek17.3%
anthropic15.3%
others12.8%
minimax10.5%
google9.83%
xiaomi9.37%
tencent9.27%
openai7.09%
MGEO5.54%
qwen2.95%
Total100%
2026年6月15日
deepseek18.5%
anthropic14.1%
others13.2%
xiaomi9.62%
google8.94%
minimax8.74%
openai8.05%
tencent7.77%
z-ai5.56%
MGEO5.49%
Total100%
2026年6月22日
deepseek16.3%
anthropic13.9%
others13.8%
xiaomi10.6%
google8.70%
minimax8.50%
openai7.83%
MGEO7.44%
tencent7.19%
z-ai5.72%
Total100%
2026年6月29日
deepseek17.9%
anthropic15.3%
others13.2%
xiaomi10.6%
google9.26%
minimax9.14%
openai7.89%
tencent6.69%
z-ai6.66%
nvidia3.47%
Total100%
2026年7月6日
deepseek16.4%
anthropic13.7%
tencent12.5%
xiaomi12.5%
others9.46%
minimax8.40%
google7.90%
z-ai7.27%
openai7.03%
nvidia4.91%
Total100%
2026年7月13日
tencent18.5%
xiaomi15.8%
deepseek13.7%
anthropic11.7%
others7.95%
openai6.84%
google6.77%
z-ai6.70%
minimax6.33%
nvidia5.72%
Total100%
2026年7月20日
xiaomi19.1%
deepseek17.4%
others14.0%
tencent9.87%
anthropic9.11%
google8.40%
openai6.89%
z-ai6.47%
nvidia5.02%
minimax3.83%
Total100%
2026年7月27日
deepseek21.9%
others16.3%
xiaomi12.2%
openai9.84%
google8.55%
tencent8.54%
anthropic8.04%
z-ai5.73%
nvidia5.21%
minimax3.82%
Total100%
2026年8月3日
deepseek25.9%
openai12.4%
others12.4%
tencent11.7%
google9.26%
xiaomi8.52%
anthropic7.02%
z-ai5.48%
nvidia4.29%
poolside3.03%
Total100%
2026年8月10日
deepseek26.5%
tencent13.2%
openai13.0%
others11.1%
google9.05%
anthropic8.49%
z-ai6.09%
xiaomi5.67%
nvidia4.47%
poolside2.49%
Total100%
2026年8月17日
deepseek22.9%
openai14.4%
tencent12.5%
xiaomi12.1%
others9.72%
google8.92%
anthropic6.29%
nvidia5.67%
z-ai4.85%
minimax2.63%
Total100%
1.
deepseek
6.49T
22.9%
2.
openai
4.08T
14.4%
3.
tencent
3.54T
12.5%
4.
xiaomi
3.42T
12.1%
5.
others
2.75T
9.72%
6.
google
2.53T
8.92%
7.
anthropic
1.78T
6.29%
8.
nvidia
1.61T
5.67%
9.
z-ai
1.37T
4.85%
10.
minimax
745B
2.63%

Tool Calls

对比不同模型的工具调用使用量

100%60%30%2026年5月25日6月15日6月29日7月6日7月20日7月27日8月10日8月17日
2026年5月25日
Others50.6%
Hy3 preview10.1%
DeepSeek V4 Flash 04238.32%
Claude Opus 4.7 (batch)6.03%
Claude Sonnet 4.6 (batch)5.24%
Gemma 4 31B (free)5.12%
Gemini 3 Flash Preview (batch)4.83%
owl-alpha3.64%
GPT-4o-mini (batch)3.17%
DeepSeek V4 Pro 04232.93%
Total100%
2026年6月1日
Others49.4%
DeepSeek V4 Flash 04239.63%
Hy3 preview8.78%
MiniMax M3 (batch)5.61%
Gemini 3 Flash Preview (batch)5.51%
Claude Sonnet 4.6 (batch)5.21%
MiMo-V2.54.86%
owl-alpha3.98%
Claude Opus 4.8 (batch)3.77%
Gemma 4 31B (free)3.28%
Total100%
2026年6月8日
Others46.6%
DeepSeek V4 Flash 042310.7%
MiniMax M3 (batch)7.60%
MiMo-V2.57.21%
Hy3 preview7.18%
Claude Sonnet 4.6 (batch)5.44%
Gemini 3 Flash Preview (batch)4.08%
owl-alpha4.01%
DeepSeek V4 Pro 04233.84%
Claude Opus 4.7 (batch)3.35%
Total100%
2026年6月15日
Others45.9%
DeepSeek V4 Flash 042311.4%
MiMo-V2.57.80%
DeepSeek V4 Pro 04236.59%
MiniMax M3 (batch)6.20%
Hy3 preview6.19%
GLM 5.14.10%
GLM 5.2 (free)4.07%
owl-alpha3.93%
Gemini 3 Flash Preview (batch)3.85%
Total100%
2026年6月22日
Others45.2%
DeepSeek V4 Flash 042310.1%
MiMo-V2.59.70%
Hy3 preview7.35%
MiniMax M3 (batch)6.46%
owl-alpha5.72%
GLM 5.2 (free)4.45%
DeepSeek V4 Pro 04234.20%
Gemini 3 Flash Preview (batch)3.76%
Step 3.7 Flash3.06%
Total100%
2026年6月29日
Others47.0%
DeepSeek V4 Flash 042311.9%
MiMo-V2.57.69%
MiniMax M3 (batch)6.81%
Hy3 preview6.00%
GLM 5.2 (free)5.56%
DeepSeek V4 Pro 04234.44%
GPT-4.1 Mini (batch)3.77%
Gemini 3 Flash Preview (batch)3.49%
Claude Sonnet 4.6 (batch)3.33%
Total100%
2026年7月6日
Others40.2%
DeepSeek V4 Flash 042311.0%
hy3-20260706:free10.9%
MiMo-V2.510.9%
MiniMax M3 (batch)6.56%
GLM 5.2 (free)6.36%
DeepSeek V4 Pro 04234.21%
Gemini 2.5 Flash (batch)3.95%
Gemini 3 Flash Preview (batch)3.26%
Claude Opus 4.7 (batch)2.67%
Total100%
2026年7月13日
Others33.7%
hy3-20260706:free18.9%
MiMo-V2.514.8%
DeepSeek V4 Flash 04239.46%
GLM 5.2 (free)5.87%
MiniMax M3 (batch)4.68%
DeepSeek V4 Pro 04234.23%
Gemini 2.5 Flash (batch)3.18%
Gemini 3 Flash Preview (batch)2.72%
nemotron-3-ultra-550b-a55b-20260604:free2.43%
Total100%
2026年7月20日
Others40.4%
MiMo-V2.518.6%
DeepSeek V4 Flash 042312.0%
GLM 5.2 (free)6.36%
Hy36.31%
DeepSeek V4 Pro 04234.51%
hy3-20260706:free3.28%
Step 3.7 Flash3.23%
Gemini 3 Flash Preview (batch)2.88%
MiniMax M3 (batch)2.38%
Total100%
2026年7月27日
Others44.8%
DeepSeek V4 Flash 042314.1%
MiMo-V2.510.9%
Hy38.26%
GLM 5.2 (free)5.86%
DeepSeek V4 Pro 04234.79%
Step 3.7 Flash3.03%
Gemini 3 Flash Preview (batch)2.92%
Claude Sonnet 4.6 (batch)2.71%
nemotron-3-ultra-550b-a55b-20260604:free2.68%
Total100%
2026年8月3日
Others39.8%
Hy311.8%
DeepSeek V4 Flash 073110.5%
DeepSeek V4 Flash 04239.82%
MiMo-V2.57.37%
GPT-5.6 Luna (batch)6.91%
GLM 5.2 (free)6.17%
DeepSeek V4 Pro 04232.91%
nemotron-3-ultra-550b-a55b-20260604:free2.44%
laguna-s-2.1-20260720:free2.34%
Total100%
2026年8月10日
Others39.3%
DeepSeek V4 Flash 073113.9%
Hy313.1%
GPT-5.6 Luna (batch)8.36%
GLM 5.2 (free)6.29%
DeepSeek V4 Flash 04235.95%
MiMo-V2.54.88%
DeepSeek V4 Pro 04233.44%
Claude Opus 5 (batch)2.65%
Ling-3.0-flash2.14%
Total100%
2026年8月17日
Others35.9%
Hy313.5%
DeepSeek V4 Flash 073113.1%
MiMo-V2.511.4%
GPT-5.6 Luna (batch)9.78%
DeepSeek V4 Flash 04234.94%
GLM 5.2 (free)4.50%
nemotron-3-ultra-550b-a55b-20260604:free2.63%
Ling-3.0-flash2.28%
DeepSeek V4 Pro 04231.96%
Total100%
1.
Others
by others · tool usage
97M calls
↓9%
2.
Hy3
by tencent · tool usage
37M calls
↑3%
3.
DeepSeek V4 Flash 0731
by deepseek · tool usage
36M calls
↓5%
4.
MiMo-V2.5
by xiaomi · tool usage
31M calls
↑133%
5.
GPT-5.6 Luna (batch)
by openai · tool usage
27M calls
↑17%
6.
DeepSeek V4 Flash 0423
by deepseek · tool usage
13M calls
↓17%
7.
GLM 5.2 (free)
by z-ai · tool usage
12M calls
↓28%
8.
nemotron-3-ultra-550b-a55b-20260604:free
by nvidia · tool usage
7M calls
0%
9.
Ling-3.0-flash
by inclusionai · tool usage
6M calls
↑7%
10.
DeepSeek V4 Pro 0423
by deepseek · tool usage
5M calls
↓43%

Benchmarks

按综合能力指标对比模型表现

80624732$2.00$4.00$5.25
1.
GPT-5.5 (xhigh)
by openai
66.8
2.
Claude Opus 4.7 (Adaptive)
by anthropic
64.9
3.
MiMo-V2.5-Pro
by xiaomi
63.7
4.
Grok 4.3
by x-ai
61.4
5.
Claude Sonnet 4.6
by anthropic
55.1
6.
Qwen3.6 35B A3B (Reasoning)
by qwen
51.7
7.
MiniMax-M2.1
by minimax
48.2
8.
Mistral Medium 3.5
by mistralai
45.6
9.
Grok 4.1 Fast (Reasoning)
by x-ai
43.1
10.
Gemini 3 Flash Preview
by google
40.5

Fastest models

对比不同服务商下的模型吞吐表现

Highest throughput
677 tok/s600 tok/s400 tok/s200 tok/s0 tok/s$0.60/M$1.20/M$1.80/M$2.36/M
1.
gpt-oss-safeguard-20b
fastest on Groq
645 tok/s
$0.07/M
2.
gpt-oss-20b
fastest on Groq
634 tok/s
$0.07/M
3.
gpt-oss-120b
fastest on Cerebras
626 tok/s
$0.35/M
4.
Mercury 2
fastest on Inception
355 tok/s
$0.25/M
5.
Qwen3 32B
fastest on Cerebras
351 tok/s
$0.29/M
6.
GLM 4.7
fastest on Cerebras
302 tok/s
$2.25/M
7.
MiniMax M2.5
fastest on Mara
261 tok/s
$0.30/M
8.
Llama 3.1 8B Instruct
fastest on Cerebras
230 tok/s
$0.10/M
9.
Qwen3.6 35B A3B
fastest on WandB
165 tok/s
$0.25/M
10.
Nano Banana (Gemini 2.5)
fastest on Google
162 tok/s
$0.35/M

Context Length

按上下文窗口对比模型使用情况

10K
100%60%30%2026年2月23日4月6日4月27日5月25日6月15日7月6日7月27日8月17日
2026年2月23日
Others48.7%
Gemini 2.5 Flash (batch)8.68%
grok-4.1-fast8.47%
Gemini 2.5 Flash Lite (batch)8.25%
Gemini 3 Flash Preview (batch)6.15%
DeepSeek V3.24.91%
gpt-oss-120b4.85%
Llama 3.1 8B Instruct3.99%
gpt-oss-20b (free)3.01%
GPT-4o-mini (batch)2.95%
Total100%
2026年3月2日
Others43.9%
gpt-oss-120b7.91%
Gemini 2.5 Flash (batch)7.48%
grok-4.1-fast7.46%
Gemini 2.5 Flash Lite (batch)7.35%
Gemini 3 Flash Preview (batch)6.28%
Llama 3.1 8B Instruct5.44%
DeepSeek V3.24.82%
gpt-oss-20b (free)4.68%
gemini-2.0-flash-0014.68%
Total100%
2026年3月9日
Others47.8%
Gemini 2.5 Flash (batch)8.87%
Gemini 2.5 Flash Lite (batch)8.47%
Gemini 3 Flash Preview (batch)6.54%
gpt-oss-120b6.43%
grok-4.1-fast6.25%
DeepSeek V3.26.07%
GPT-4o-mini (batch)3.79%
Llama 3.1 8B Instruct3.22%
gemini-2.0-flash-0012.57%
Total100%
2026年3月16日
Others49.6%
Gemini 2.5 Flash (batch)9.17%
Gemini 2.5 Flash Lite (batch)7.78%
Gemini 3 Flash Preview (batch)6.73%
gpt-oss-120b6.54%
DeepSeek V3.26.12%
grok-4.1-fast5.00%
GPT-4o-mini (batch)3.89%
Llama 3.1 8B Instruct2.82%
GPT-5 Mini (batch)2.34%
Total100%
2026年3月23日
Others46.2%
Gemini 2.5 Flash Lite (batch)9.09%
Gemini 2.5 Flash (batch)8.81%
gpt-oss-120b8.15%
grok-4.1-fast6.96%
DeepSeek V3.26.09%
Gemini 3 Flash Preview (batch)6.05%
GPT-4o-mini (batch)3.57%
Llama 3.1 8B Instruct2.85%
Gemini 3.1 Flash Lite Preview2.26%
Total100%
2026年3月30日
Others45.0%
grok-4.1-fast12.2%
Gemini 2.5 Flash Lite (batch)8.65%
Gemini 2.5 Flash (batch)6.96%
gpt-oss-120b6.96%
DeepSeek V3.26.00%
Gemini 3 Flash Preview (batch)5.87%
GPT-4o-mini (batch)3.31%
Llama 3.1 8B Instruct2.59%
Mistral Nemo2.52%
Total100%
2026年4月6日
Others49.3%
Gemini 2.5 Flash Lite (batch)8.75%
Gemini 2.5 Flash (batch)8.04%
DeepSeek V3.27.13%
Gemini 3 Flash Preview (batch)6.56%
grok-4.1-fast5.18%
gpt-oss-120b4.55%
GLM 4.5 Air3.61%
GPT-4o-mini (batch)3.49%
Mistral Nemo3.36%
Total100%
2026年4月13日
Others49.1%
Gemini 2.5 Flash Lite (batch)10.5%
Gemini 2.5 Flash (batch)7.76%
Gemini 3 Flash Preview (batch)6.13%
DeepSeek V3.26.03%
grok-4.1-fast5.69%
gpt-oss-120b4.58%
GPT-4o-mini (batch)3.60%
GLM 4.5 Air3.49%
Gemini 3.1 Flash Lite Preview3.08%
Total100%
2026年4月20日
Others47.2%
Gemini 2.5 Flash Lite (batch)12.7%
grok-4.1-fast7.77%
Gemini 2.5 Flash (batch)7.56%
DeepSeek V3.26.05%
Gemini 3 Flash Preview (batch)5.49%
gpt-oss-120b4.00%
GPT-4o-mini (batch)3.36%
GLM 4.5 Air3.25%
Mistral Nemo2.63%
Total100%
2026年4月27日
Others51.1%
Gemini 2.5 Flash Lite (batch)10.0%
Gemini 2.5 Flash (batch)8.01%
grok-4.1-fast6.53%
Gemini 3 Flash Preview (batch)5.91%
DeepSeek V3.25.31%
gpt-oss-120b3.88%
GPT-4o-mini (batch)3.40%
Gemini 3.1 Flash Lite Preview3.10%
GLM 4.5 Air2.71%
Total100%
2026年5月4日
Others52.1%
Gemini 2.5 Flash Lite (batch)9.40%
Gemini 2.5 Flash (batch)7.31%
grok-4.1-fast7.12%
Gemini 3 Flash Preview (batch)5.61%
DeepSeek V3.24.19%
gpt-oss-120b4.17%
GPT-4o-mini (batch)3.64%
GLM 4.5 Air3.26%
Gemini 3.1 Flash Lite Preview3.23%
Total100%
2026年5月11日
Others54.4%
Gemini 2.5 Flash Lite (batch)8.72%
Gemini 2.5 Flash (batch)6.89%
Gemini 3 Flash Preview (batch)5.97%
DeepSeek V3.24.64%
DeepSeek V4 Flash 04234.35%
gpt-oss-120b4.16%
Gemini 3.1 Flash Lite Preview3.72%
GLM 4.5 Air3.59%
GPT-4o-mini (batch)3.54%
Total100%
2026年5月18日
Others53.0%
Gemini 2.5 Flash Lite (batch)9.37%
Gemini 2.5 Flash (batch)7.01%
DeepSeek V4 Flash 04235.81%
Gemini 3 Flash Preview (batch)5.56%
gpt-oss-120b4.26%
DeepSeek V3.24.17%
GLM 4.5 Air3.71%
Llama 3.1 8B Instruct3.65%
Gemini 3.1 Flash Lite Preview3.50%
Total100%
2026年5月25日
Others54.2%
Gemini 2.5 Flash Lite (batch)8.35%
DeepSeek V4 Flash 04237.09%
Gemini 2.5 Flash (batch)6.12%
Gemini 3 Flash Preview (batch)4.90%
DeepSeek V3.24.43%
gpt-oss-120b4.28%
GLM 4.5 Air4.03%
GPT-4o-mini (batch)3.54%
Llama 3.1 8B Instruct3.03%
Total100%
2026年6月1日
Others52.8%
Gemini 2.5 Flash Lite (batch)7.14%
DeepSeek V4 Flash 04236.96%
Gemini 2.5 Flash (batch)6.79%
Llama 3.1 8B Instruct5.26%
Gemini 3 Flash Preview (batch)4.50%
Qwen3 235B A22B Instruct 25074.37%
DeepSeek V3.24.21%
gpt-oss-120b4.01%
GPT-4o-mini (batch)3.95%
Total100%
2026年6月8日
Others53.2%
DeepSeek V4 Flash 04239.82%
Gemini 2.5 Flash Lite (batch)8.22%
Gemini 2.5 Flash (batch)6.15%
Gemini 3 Flash Preview (batch)4.80%
gpt-oss-120b4.47%
DeepSeek V3.23.77%
Gemini 3.1 Flash Lite (batch)3.65%
Ling-2.6-flash3.14%
GLM 4.5 Air2.81%
Total100%
2026年6月15日
Others46.9%
DeepSeek V4 Flash 042315.9%
Gemini 2.5 Flash Lite (batch)8.09%
Gemini 2.5 Flash (batch)6.31%
Gemini 3 Flash Preview (batch)4.62%
Gemini 3.1 Flash Lite (batch)4.14%
gpt-oss-120b4.04%
Mistral Nemo3.53%
DeepSeek V3.23.49%
Gemma 4 26B A4B (free)3.02%
Total100%
2026年6月22日
Others46.3%
DeepSeek V4 Flash 042317.4%
Gemini 2.5 Flash Lite (batch)7.57%
Gemini 2.5 Flash (batch)6.23%
Gemini 3 Flash Preview (batch)4.46%
Gemini 3.1 Flash Lite (batch)4.25%
Mistral Nemo4.01%
gpt-oss-120b3.80%
Gemma 4 26B A4B (free)3.15%
DeepSeek V3.22.80%
Total100%
2026年6月29日
Others46.5%
DeepSeek V4 Flash 042317.5%
Gemini 2.5 Flash Lite (batch)7.12%
Gemini 2.5 Flash (batch)6.09%
gpt-oss-120b4.60%
Gemini 3 Flash Preview (batch)4.43%
Mistral Nemo4.20%
Gemini 3.1 Flash Lite (batch)3.99%
Gemma 4 26B A4B (free)3.14%
Gemma 4 31B (free)2.45%
Total100%
2026年7月6日
Others45.9%
DeepSeek V4 Flash 042318.6%
Gemini 2.5 Flash Lite (batch)6.48%
Gemini 2.5 Flash (batch)6.05%
gpt-oss-120b4.87%
Gemini 3 Flash Preview (batch)4.33%
Mistral Nemo4.27%
Gemini 3.1 Flash Lite (batch)3.96%
Gemma 4 26B A4B (free)2.97%
gpt-oss-20b (free)2.50%
Total100%
2026年7月13日
Others45.2%
DeepSeek V4 Flash 042320.7%
Gemini 2.5 Flash Lite (batch)6.25%
Gemini 2.5 Flash (batch)5.92%
Gemini 3 Flash Preview (batch)4.36%
Gemini 3.1 Flash Lite (batch)4.35%
Mistral Nemo4.18%
gpt-oss-120b3.95%
Gemma 4 26B A4B (free)2.89%
hy3-20260706:free2.14%
Total100%
2026年7月20日
Others43.3%
DeepSeek V4 Flash 042322.0%
Gemini 2.5 Flash Lite (batch)7.13%
Gemini 2.5 Flash (batch)6.05%
Gemini 3 Flash Preview (batch)4.37%
Gemini 3.1 Flash Lite (batch)4.29%
Mistral Nemo3.78%
gpt-oss-120b3.75%
Gemma 4 26B A4B (free)3.11%
Gemma 4 31B (free)2.14%
Total100%
2026年7月27日
Others44.7%
DeepSeek V4 Flash 042322.6%
Gemini 2.5 Flash Lite (batch)6.27%
GPT-5.6 Luna (batch)5.38%
Gemini 2.5 Flash (batch)4.62%
gpt-oss-120b3.81%
Gemini 3.1 Flash Lite (batch)3.68%
Gemini 3 Flash Preview (batch)3.54%
Gemma 4 26B A4B (free)3.04%
Mistral Nemo2.37%
Total100%
2026年8月3日
Others45.3%
DeepSeek V4 Flash 042321.1%
Gemini 2.5 Flash Lite (batch)6.80%
DeepSeek V4 Flash 07314.78%
Gemini 2.5 Flash (batch)4.77%
Gemini 3 Flash Preview (batch)3.53%
GPT-5.6 Luna (batch)3.53%
gpt-oss-120b3.51%
Gemini 3.1 Flash Lite (batch)3.50%
Ling-2.6-flash3.16%
Total100%
2026年8月10日
Others46.6%
DeepSeek V4 Flash 042317.5%
DeepSeek V4 Flash 07317.53%
Gemini 2.5 Flash Lite (batch)7.10%
GPT-5.6 Luna (batch)5.67%
Gemini 2.5 Flash (batch)3.59%
gpt-oss-120b3.38%
Gemini 3 Flash Preview (batch)3.05%
Gemma 4 31B (free)2.79%
Gemini 3.1 Flash Lite (batch)2.78%
Total100%
2026年8月17日
Others47.3%
DeepSeek V4 Flash 042316.7%
DeepSeek V4 Flash 07319.30%
Gemini 2.5 Flash Lite (batch)6.57%
gpt-oss-120b4.68%
GPT-5.6 Luna (batch)4.07%
Gemini 2.5 Flash (batch)3.27%
Mistral Nemo2.77%
Gemini 3 Flash Preview (batch)2.73%
Gemma 4 26B A4B (free)2.62%
Total100%
1.
Others
by others
321M requests
↑1%
2.
DeepSeek V4 Flash 0423
by deepseek
113M requests
↓5%
3.
DeepSeek V4 Flash 0731
by deepseek
63M requests
↑23%
4.
Gemini 2.5 Flash Lite (batch)
by google
45M requests
↓7%
5.
gpt-oss-120b
by openai
32M requests
↑38%
6.
GPT-5.6 Luna (batch)
by openai
28M requests
↓28%
7.
Gemini 2.5 Flash (batch)
by google
22M requests
↓9%
8.
Mistral Nemo
by mistralai
19M requests
0%
9.
Gemini 3 Flash Preview (batch)
by google
18M requests
↓11%
10.
Gemma 4 26B A4B (free)
by google
18M requests
0%

Categories

按使用场景对比模型表现

Programming
100%60%30%2025年8月18日11月17日1月5日2月16日4月6日5月18日7月6日8月17日
2025年8月18日
Claude Sonnet 430.0%
Others18.4%
Qwen3 Coder 480B A35B15.8%
DeepSeek V3.18.69%
grok-4-07-097.94%
GPT-5 (batch)4.27%
Kimi K2 07114.15%
Gemini 2.5 Flash (batch)3.98%
Gemini 2.5 Pro (batch)3.80%
GLM 4.5 Air2.92%
Total100%
2025年8月25日
grok-code-fast-126.8%
Claude Sonnet 425.2%
Others14.0%
Qwen3 Coder 480B A35B9.64%
DeepSeek V3.18.03%
GPT-5 (batch)4.50%
grok-4-07-094.28%
Gemini 2.5 Pro (batch)2.89%
Gemini 2.5 Flash (batch)2.80%
GLM 4.5 Air1.90%
Total100%
2025年9月1日
grok-code-fast-152.5%
Claude Sonnet 416.0%
Others12.9%
GPT-4.1 Mini (batch)4.30%
Qwen3 Coder 480B A35B4.00%
GPT-5 (batch)3.45%
Gemini 2.5 Flash (batch)2.11%
Gemini 2.5 Pro (batch)1.91%
DeepSeek V3.11.44%
grok-4-07-091.33%
Total100%
2025年9月8日
grok-code-fast-150.5%
Claude Sonnet 415.2%
Others12.4%
sonoma-sky-alpha5.38%
GPT-4.1 Mini (batch)4.93%
GPT-5 (batch)3.36%
Qwen3 Coder 480B A35B3.00%
Gemini 2.5 Flash (batch)2.01%
Gemini 2.5 Pro (batch)1.64%
sonoma-dusk-alpha1.59%
Total100%
2025年9月15日
grok-code-fast-150.1%
Claude Sonnet 416.2%
Others13.3%
GPT-4.1 Mini (batch)4.58%
GPT-5 (batch)4.06%
sonoma-sky-alpha3.83%
Qwen3 Coder 480B A35B2.14%
grok-4-fast1.95%
Gemini 2.5 Pro (batch)1.95%
Gemini 2.5 Flash (batch)1.91%
Total100%
2025年9月22日
grok-code-fast-145.7%
Claude Sonnet 416.6%
Others13.1%
grok-4-fast10.9%
GPT-5 (batch)3.83%
gpt-oss-20b (free)2.36%
DeepSeek V3.12.03%
Qwen3 Coder 480B A35B1.94%
Gemini 2.5 Flash (batch)1.84%
Gemini 2.5 Pro (batch)1.74%
Total100%
2025年9月29日
grok-code-fast-147.7%
Others17.1%
Claude Sonnet 4.5 (batch)9.25%
Claude Sonnet 48.51%
grok-4-fast5.37%
GPT-4.1 Mini (batch)3.95%
GPT-5 (batch)2.34%
gpt-oss-20b (free)2.03%
Gemini 2.5 Flash (batch)1.93%
GLM 4.61.75%
Total100%
2025年10月6日
grok-code-fast-149.3%
Others12.6%
Claude Sonnet 4.5 (batch)12.1%
Claude Sonnet 47.69%
gpt-oss-20b (free)5.41%
Qwen3 Coder 30B A3B Instruct5.37%
GPT-5 (batch)2.38%
grok-4-fast2.15%
GLM 4.61.77%
Gemma 3 12B1.28%
Total100%
2025年10月13日
grok-code-fast-157.9%
Claude Sonnet 4.5 (batch)14.5%
Others12.4%
Claude Sonnet 44.26%
GPT-5 (batch)2.43%
gpt-oss-20b (free)2.22%
Gemini 2.5 Flash (batch)1.68%
GLM 4.61.66%
Gemini 2.5 Pro (batch)1.49%
Qwen3 Coder 30B A3B Instruct1.35%
Total100%
2025年10月20日
grok-code-fast-158.7%
Claude Sonnet 4.5 (batch)15.7%
Others11.7%
Claude Sonnet 43.68%
Qwen3 Coder 480B A35B2.07%
Claude Haiku 4.5 (batch)1.80%
GPT-5 (batch)1.77%
Gemini 2.5 Flash (batch)1.72%
GLM 4.61.47%
Gemini 2.5 Pro (batch)1.44%
Total100%
2025年10月27日
grok-code-fast-155.8%
Claude Sonnet 4.5 (batch)15.9%
Others10.4%
MiniMax M27.51%
Claude Sonnet 42.61%
Qwen3 Coder 480B A35B1.91%
GLM 4.61.86%
Gemini 2.5 Flash (batch)1.56%
GPT-5 (batch)1.30%
Claude Haiku 4.5 (batch)1.17%
Total100%
2025年11月3日
grok-code-fast-148.6%
Claude Sonnet 4.5 (batch)15.4%
Others13.0%
MiniMax M212.3%
Claude Sonnet 42.58%
GLM 4.62.11%
Gemini 2.5 Flash (batch)1.66%
Qwen3 VL 235B A22B Instruct1.52%
Qwen3 Coder 480B A35B1.47%
Gemini 2.5 Pro (batch)1.35%
Total100%
2025年11月10日
grok-code-fast-151.7%
Others14.1%
Claude Sonnet 4.5 (batch)12.8%
MiniMax M29.94%
Gemini 2.5 Flash (batch)2.89%
polaris-alpha2.60%
Claude Sonnet 41.84%
GLM 4.61.41%
Qwen3 VL 235B A22B Instruct1.38%
GPT-5 (batch)1.37%
Total100%
2025年11月17日
grok-code-fast-149.0%
Others18.4%
Claude Sonnet 4.5 (batch)11.6%
MiniMax M27.04%
Qwen3 Coder 30B A3B Instruct4.03%
gemini-3-pro-preview-202511173.31%
kat-coder-pro-v12.12%
Claude Sonnet 41.61%
Gemini 2.5 Flash (batch)1.59%
GLM 4.61.33%
Total100%
2025年11月24日
grok-code-fast-144.9%
Others18.9%
Claude Sonnet 4.5 (batch)11.8%
MiniMax M26.63%
gemini-3-pro-preview-202511174.16%
Claude Opus 4.5 (batch)3.68%
grok-4.1-fast3.57%
kat-coder-pro-v13.02%
Claude Sonnet 41.77%
GPT-4.1 Mini (batch)1.54%
Total100%
2025年12月1日
grok-code-fast-141.6%
Others20.0%
Claude Sonnet 4.5 (batch)10.1%
MiniMax M26.13%
Claude Opus 4.5 (batch)5.61%
gpt-oss-120b4.70%
gemini-3-pro-preview-202511174.16%
kat-coder-pro-v13.43%
Qwen3 Coder 480B A35B2.54%
Claude Sonnet 41.75%
Total100%
2025年12月8日
grok-code-fast-130.7%
Others22.0%
gpt-oss-120b10.9%
Claude Sonnet 4.5 (batch)10.6%
Claude Opus 4.5 (batch)6.54%
MiniMax M26.25%
kat-coder-pro-v13.44%
Qwen3 Coder 480B A35B3.39%
devstral-25123.27%
gemini-3-pro-preview-202511172.95%
Total100%
2025年12月15日
grok-code-fast-129.9%
Others23.2%
Claude Sonnet 4.5 (batch)9.92%
GPT-5.2 (batch)9.52%
Claude Opus 4.5 (batch)9.11%
kat-coder-pro-v14.79%
MiniMax M24.74%
devstral-25123.61%
Gemini 3 Flash Preview (batch)2.68%
gemini-3-pro-preview-202511172.55%
Total100%
2025年12月22日
grok-code-fast-131.3%
Others22.3%
Claude Sonnet 4.5 (batch)9.66%
Claude Opus 4.5 (batch)6.64%
kat-coder-pro-v16.48%
Gemini 3 Flash Preview (batch)5.21%
MiniMax M25.20%
GPT-5.2 (batch)4.46%
devstral-25124.45%
mimo-v2-flash-202512104.25%
Total100%
2025年12月29日
grok-code-fast-134.3%
Others21.4%
devstral-25126.78%
Claude Opus 4.5 (batch)6.78%
Gemini 3 Flash Preview (batch)6.61%
Claude Sonnet 4.5 (batch)5.75%
MiniMax M25.72%
kat-coder-pro-v14.95%
mimo-v2-flash-202512104.03%
GPT-5.2 (batch)3.73%
Total100%
2026年1月5日
grok-code-fast-126.1%
Others19.6%
MiniMax M2.111.4%
Claude Opus 4.5 (batch)10.8%
Gemini 3 Flash Preview (batch)8.70%
Claude Sonnet 4.5 (batch)6.74%
devstral-25125.74%
GLM 4.74.13%
mimo-v2-flash-202512104.10%
Qwen3 Next 80B A3B Instruct2.61%
Total100%
2026年1月12日
Others22.7%
grok-code-fast-121.6%
Claude Opus 4.5 (batch)20.6%
Gemini 3 Flash Preview (batch)9.12%
Claude Sonnet 4.5 (batch)7.74%
gemini-3-pro-preview-202511175.60%
devstral-25124.04%
MiniMax M2.13.12%
mimo-v2-flash-202512102.83%
GLM 4.72.60%
Total100%
2026年1月19日
Others22.5%
grok-code-fast-122.2%
Claude Sonnet 4.5 (batch)13.6%
Gemini 3 Flash Preview (batch)10.2%
Claude Opus 4.5 (batch)9.65%
mimo-v2-flash-20251210:free5.81%
devstral-2512:free4.82%
MiniMax M2.14.24%
GLM 4.73.91%
DeepSeek V3.23.00%
Total100%
2026年1月26日
Others22.0%
grok-code-fast-114.0%
Kimi K2.512.8%
Claude Sonnet 4.5 (batch)11.0%
MiniMax M2.110.1%
Claude Opus 4.5 (batch)8.77%
Gemini 3 Flash Preview (batch)8.72%
GLM 4.75.18%
GPT-5.2 (batch)3.85%
GPT-5.2-Codex3.60%
Total100%
2026年2月2日
Kimi K2.536.7%
Others16.5%
MiniMax M2.110.5%
grok-code-fast-17.62%
Claude Sonnet 4.5 (batch)6.39%
Gemini 3 Flash Preview (batch)6.30%
Claude Opus 4.5 (batch)5.85%
trinity-large-preview:free4.92%
GLM 4.72.80%
Claude Opus 4.6 (batch)2.37%
Total100%
2026年2月9日
MiniMax M2.533.0%
Kimi K2.521.6%
Others17.3%
MiniMax M2.15.75%
Claude Opus 4.6 (batch)5.13%
GLM 54.68%
Gemini 3 Flash Preview (batch)3.53%
trinity-large-preview:free3.24%
grok-code-fast-13.08%
Claude Sonnet 4.5 (batch)2.73%
Total100%
2026年2月16日
MiniMax M2.545.8%
Kimi K2.515.5%
Others13.3%
GLM 57.64%
Claude Opus 4.6 (batch)5.59%
Gemini 3 Flash Preview (batch)3.25%
trinity-large-preview:free2.63%
GPT-5.2 (batch)2.31%
Claude Sonnet 4.6 (batch)2.17%
Claude Opus 4.5 (batch)1.82%
Total100%
2026年2月23日
MiniMax M2.529.4%
Others22.9%
MiniMax M2.18.27%
Kimi K2.57.94%
Claude Opus 4.6 (batch)7.33%
Claude Sonnet 4.6 (batch)6.21%
GLM 56.18%
Gemini 3 Flash Preview (batch)5.21%
trinity-large-preview:free3.83%
GPT-5.2 (batch)2.74%
Total100%
2026年3月2日
MiniMax M2.534.8%
Others24.1%
Kimi K2.510.4%
Claude Opus 4.6 (batch)7.90%
Gemini 3 Flash Preview (batch)5.21%
Claude Sonnet 4.6 (batch)4.97%
GPT-5.2 (batch)4.10%
step-3.5-flash:free3.27%
GLM 52.69%
GPT-5.3-Codex2.58%
Total100%
2026年3月9日
MiniMax M2.529.4%
Others26.4%
Kimi K2.57.63%
mimo-v2-flash-202512107.22%
Claude Opus 4.6 (batch)6.79%
Gemini 3 Flash Preview (batch)5.79%
Claude Sonnet 4.6 (batch)4.91%
step-3.5-flash:free4.54%
GLM 54.04%
hunter-alpha3.37%
Total100%
2026年3月16日
Others29.0%
mimo-v2-pro-2026031822.2%
MiniMax M2.514.5%
Claude Opus 4.6 (batch)5.99%
MiniMax M2.75.78%
Kimi K2.55.38%
Claude Sonnet 4.6 (batch)4.92%
nemotron-3-super-120b-a12b-20230311:free4.32%
mimo-v2-flash-202512104.14%
step-3.5-flash:free3.71%
Total100%
2026年3月23日
mimo-v2-pro-2026031833.6%
Others18.7%
MiniMax M2.716.5%
MiniMax M2.56.45%
nemotron-3-super-120b-a12b-20230311:free5.18%
mimo-v2-omni-202603184.90%
Claude Opus 4.6 (batch)4.62%
Kimi K2.53.53%
Claude Sonnet 4.6 (batch)3.34%
step-3.5-flash:free3.17%
Total100%
2026年3月30日
qwen3.6-plus-04-02:free31.9%
Others16.6%
mimo-v2-pro-2026031814.6%
qwen3.6-plus-preview:free12.8%
MiniMax M2.79.57%
MiniMax M2.53.71%
Claude Opus 4.6 (batch)3.30%
Kimi K2.52.75%
Claude Sonnet 4.6 (batch)2.38%
step-3.5-flash:free2.37%
Total100%
2026年4月6日
Others28.4%
qwen3.6-plus-04-02:free19.2%
MiniMax M2.712.9%
MiniMax M2.59.27%
Claude Opus 4.6 (batch)7.49%
nemotron-3-super-120b-a12b-20230311:free5.38%
Kimi K2.55.08%
GLM 54.57%
Claude Sonnet 4.6 (batch)4.09%
GPT-5.4 (batch)3.54%
Total100%
2026年4月13日
Others39.0%
MiniMax M2.511.0%
MiniMax M2.79.95%
Claude Opus 4.6 (batch)9.36%
Claude Sonnet 4.6 (batch)6.11%
GLM 5.15.61%
nemotron-3-super-120b-a12b-20230311:free5.38%
Step 3.5 Flash4.85%
GLM 54.72%
Kimi K2.54.02%
Total100%
2026年4月20日
Others37.9%
Kimi K2.623.9%
Step 3.5 Flash6.78%
Claude Opus 4.7 (batch)6.68%
nemotron-3-super-120b-a12b-20230311:free5.29%
Claude Sonnet 4.6 (batch)4.39%
MiniMax M2.74.23%
MiniMax M2.53.91%
Claude Opus 4.6 (batch)3.49%
hy3-preview-20260421:free3.40%
Total100%
2026年4月27日
Others29.1%
hy3-preview-20260421:free26.6%
Kimi K2.621.4%
Step 3.5 Flash4.74%
Claude Opus 4.7 (batch)3.51%
Claude Sonnet 4.6 (batch)3.31%
nemotron-3-super-120b-a12b-20230311:free3.19%
ling-2.6-1t-20260423:free3.18%
MiniMax M2.72.60%
GLM 5.12.30%
Total100%
2026年5月4日
Others33.2%
hy3-preview-20260421:free21.2%
Kimi K2.618.2%
Claude Opus 4.7 (batch)5.15%
Step 3.5 Flash4.80%
DeepSeek V4 Pro 04234.28%
Claude Sonnet 4.6 (batch)3.79%
DeepSeek V4 Flash 04233.51%
nemotron-3-super-120b-a12b-20230311:free3.40%
MiniMax M2.72.52%
Total100%
2026年5月11日
Others42.7%
Kimi K2.613.1%
Hy3 preview8.07%
DeepSeek V4 Flash 04236.21%
Step 3.5 Flash6.04%
Claude Opus 4.7 (batch)5.87%
nemotron-3-super-120b-a12b-20230311:free4.68%
DeepSeek V4 Pro 04234.54%
ring-2.6-1t-20260508:free4.47%
Claude Sonnet 4.6 (batch)4.37%
Total100%
2026年5月18日
Others43.8%
DeepSeek V4 Flash 04239.92%
Claude Opus 4.7 (batch)8.54%
Hy3 preview7.58%
Kimi K2.66.08%
Claude Sonnet 4.6 (batch)5.51%
Step 3.5 Flash5.46%
nemotron-3-super-120b-a12b-20230311:free4.99%
DeepSeek V4 Pro 04234.78%
GPT-5.5 (batch)3.37%
Total100%
2026年5月25日
Others35.6%
MiMo-V2.517.4%
Claude Opus 4.7 (batch)7.96%
Hy3 preview7.55%
MiMo-V2.5-Pro7.34%
DeepSeek V4 Flash 04237.03%
Claude Sonnet 4.6 (batch)4.90%
nemotron-3-super-120b-a12b-20230311:free4.29%
DeepSeek V4 Pro 04234.29%
Kimi K2.63.70%
Total100%
2026年6月1日
Others36.8%
MiMo-V2.517.6%
MiniMax M3 (batch)11.9%
DeepSeek V4 Flash 04236.76%
DeepSeek V4 Pro 04236.00%
Hy3 preview5.90%
Step 3.7 Flash4.15%
Claude Opus 4.7 (batch)4.05%
MiMo-V2.5-Pro3.57%
Claude Opus 4.8 (batch)3.22%
Total100%
2026年6月8日
Others28.3%
MiMo-V2.522.3%
MiniMax M3 (batch)13.4%
Hy3 preview9.81%
Claude Opus 4.7 (batch)5.65%
nemotron-3-ultra-550b-a55b-20260604:free5.25%
DeepSeek V4 Flash 04234.86%
DeepSeek V4 Pro 04234.83%
owl-alpha2.97%
Step 3.7 Flash2.67%
Total100%
2026年6月15日
Others29.9%
MiMo-V2.522.5%
MiniMax M3 (batch)12.0%
Hy3 preview7.03%
Claude Opus 4.7 (batch)5.75%
DeepSeek V4 Pro 04235.62%
DeepSeek V4 Flash 04234.77%
GLM 5.14.67%
GLM 5.2 (free)4.02%
nemotron-3-ultra-550b-a55b-20260604:free3.63%
Total100%
2026年6月22日
Others27.8%
MiMo-V2.527.1%
MiniMax M3 (batch)11.4%
GLM 5.2 (free)6.38%
Claude Opus 4.7 (batch)5.37%
Hy3 preview5.14%
Step 3.7 Flash4.38%
DeepSeek V4 Flash 04234.31%
owl-alpha4.18%
Claude Opus 4.8 (batch)3.98%
Total100%
2026年6月29日
MiMo-V2.526.8%
Others26.0%
MiniMax M3 (batch)12.8%
GLM 5.2 (free)7.55%
Hy3 preview5.36%
DeepSeek V4 Flash 04235.04%
Step 3.7 Flash4.47%
DeepSeek V4 Pro 04234.46%
Claude Opus 4.8 (batch)4.29%
Claude Opus 4.7 (batch)3.32%
Total100%
2026年7月6日
MiMo-V2.529.1%
Others19.2%
MiniMax M3 (batch)10.8%
hy3-20260706:free9.73%
GLM 5.2 (free)8.69%
nemotron-3-ultra-550b-a55b-20260604:free7.65%
DeepSeek V4 Pro 04235.69%
Claude Opus 4.8 (batch)3.35%
DeepSeek V4 Flash 04233.21%
Step 3.7 Flash2.54%
Total100%
2026年7月13日
MiMo-V2.534.1%
hy3-20260706:free19.5%
Others12.9%
nemotron-3-ultra-550b-a55b-20260604:free8.88%
GLM 5.2 (free)7.74%
MiniMax M3 (batch)6.59%
DeepSeek V4 Pro 04233.49%
Claude Opus 4.8 (batch)2.55%
DeepSeek V4 Flash 04232.31%
Claude Opus 4.7 (batch)1.97%
Total100%
2026年7月20日
MiMo-V2.544.0%
Others20.8%
GLM 5.2 (free)8.10%
nemotron-3-ultra-550b-a55b-20260604:free6.52%
DeepSeek V4 Pro 04234.28%
DeepSeek V4 Flash 04233.76%
hy3-20260706:free3.58%
MiniMax M3 (batch)3.12%
Step 3.7 Flash3.01%
Hy32.76%
Total100%
2026年7月27日
MiMo-V2.529.1%
Others29.1%
GLM 5.2 (free)8.32%
nemotron-3-ultra-550b-a55b-20260604:free7.22%
DeepSeek V4 Flash 04235.13%
DeepSeek V4 Pro 04235.04%
GPT-5.6 Luna (batch)4.35%
Hy34.14%
ling-3.0-flash-20260723:free4.14%
MiniMax M3 (batch)3.51%
Total100%
2026年8月3日
Others24.2%
MiMo-V2.518.2%
DeepSeek V4 Flash 073111.9%
GLM 5.2 (free)11.1%
GPT-5.6 Luna (batch)10.3%
nemotron-3-ultra-550b-a55b-20260604:free5.88%
Hy35.84%
Gemini 3.6 Flash (batch)4.93%
laguna-s-2.1-20260720:free4.28%
DeepSeek V4 Pro 04233.35%
Total100%
2026年8月10日
Others25.3%
DeepSeek V4 Flash 073114.8%
GLM 5.2 (free)12.9%
MiMo-V2.512.0%
GPT-5.6 Luna (batch)10.1%
Hy38.23%
nemotron-3-ultra-550b-a55b-20260604:free5.33%
Gemini 3.6 Flash (batch)4.60%
laguna-s-2.1-20260720:free3.53%
DeepSeek V4 Pro 04233.19%
Total100%
2026年8月17日
MiMo-V2.526.7%
Others21.3%
DeepSeek V4 Flash 073111.5%
GPT-5.6 Luna (batch)9.44%
GLM 5.2 (free)8.62%
nemotron-3-ultra-550b-a55b-20260604:free7.62%
Hy36.29%
Gemini 3.6 Flash (batch)3.70%
nemotron-3.5-lightning-20260807:free2.53%
MiniMax M3 (batch)2.25%
Total100%
1.
MiMo-V2.5
by xiaomi
3.77T tokens
↑122%
2.
Others
by others
3.01T tokens
↓16%
3.
DeepSeek V4 Flash 0731
by deepseek
1.62T tokens
↓22%
4.
GPT-5.6 Luna (batch)
by openai
1.33T tokens
↓6%
5.
GLM 5.2 (free)
by z-ai
1.21T tokens
↓33%
6.
nemotron-3-ultra-550b-a55b-20260604:free
by nvidia
1.07T tokens
↑43%
7.
Hy3
by tencent
886B tokens
↓24%
8.
Gemini 3.6 Flash (batch)
by google
521B tokens
↓20%
9.
nemotron-3.5-lightning-20260807:free
by nvidia
356B tokens
0%
10.
MiniMax M3 (batch)
by minimax
317B tokens
0%

Languages

按自然语言使用量对比模型表现

100%60%30%2026年7月20日7月27日7月31日8月4日8月7日8月11日8月14日8月18日
2026年7月20日
Others33.8%
hy3-20260706:free23.4%
MiMo-V2.514.5%
DeepSeek V4 Flash 04239.07%
GLM 5.2 (free)5.39%
DeepSeek V4 Pro 04234.66%
MiniMax M3 (batch)3.39%
nemotron-3-ultra-550b-a55b-20260604:free2.45%
Kimi K31.66%
Gemini 3 Flash Preview (batch)1.63%
Total100%
2026年7月21日
Others39.0%
MiMo-V2.517.5%
DeepSeek V4 Flash 042311.8%
GLM 5.2 (free)7.51%
Hy35.78%
MiniMax M3 (batch)5.13%
DeepSeek V4 Pro 04234.89%
Step 3.7 Flash3.59%
Claude Opus 4.8 (batch)2.55%
nemotron-3-ultra-550b-a55b-20260604:free2.21%
Total100%
2026年7月22日
Others37.8%
MiMo-V2.516.2%
DeepSeek V4 Flash 042312.2%
GLM 5.2 (free)7.71%
Hy36.97%
DeepSeek V4 Pro 04235.52%
MiniMax M3 (batch)4.50%
Step 3.7 Flash4.49%
nemotron-3-ultra-550b-a55b-20260604:free2.30%
Claude Opus 4.8 (batch)2.29%
Total100%
2026年7月23日
Others38.3%
MiMo-V2.517.0%
DeepSeek V4 Flash 042311.5%
Hy37.25%
GLM 5.2 (free)6.34%
DeepSeek V4 Pro 04235.75%
MiniMax M3 (batch)4.25%
Step 3.7 Flash4.15%
nemotron-3-ultra-550b-a55b-20260604:free3.38%
Kimi K32.02%
Total100%
2026年7月24日
Others38.8%
MiMo-V2.516.7%
DeepSeek V4 Flash 042313.2%
Hy37.15%
GLM 5.2 (free)6.82%
DeepSeek V4 Pro 04235.43%
nemotron-3-ultra-550b-a55b-20260604:free3.85%
MiniMax M3 (batch)3.49%
Step 3.7 Flash2.55%
Kimi K32.00%
Total100%
2026年7月25日
Others34.8%
MiMo-V2.519.0%
DeepSeek V4 Flash 042314.5%
Hy37.28%
DeepSeek V4 Pro 04236.26%
nemotron-3-ultra-550b-a55b-20260604:free4.69%
GLM 5.2 (free)4.67%
MiniMax M3 (batch)4.10%
Step 3.7 Flash2.67%
Kimi K32.03%
Total100%
2026年7月26日
Others33.5%
MiMo-V2.518.8%
DeepSeek V4 Flash 042316.2%
Hy37.31%
DeepSeek V4 Pro 04237.01%
GLM 5.2 (free)4.66%
nemotron-3-ultra-550b-a55b-20260604:free4.28%
MiniMax M3 (batch)3.82%
Step 3.7 Flash2.33%
ling-3.0-flash-20260723:free2.10%
Total100%
2026年7月27日
Others35.2%
MiMo-V2.517.3%
DeepSeek V4 Flash 042314.2%
Hy38.46%
DeepSeek V4 Pro 04237.44%
GLM 5.2 (free)5.20%
MiniMax M3 (batch)3.91%
nemotron-3-ultra-550b-a55b-20260604:free3.49%
Step 3.7 Flash2.53%
ling-3.0-flash-20260723:free2.20%
Total100%
2026年7月28日
Others37.5%
DeepSeek V4 Flash 042314.0%
MiMo-V2.513.8%
Hy38.70%
DeepSeek V4 Pro 04237.08%
GLM 5.2 (free)6.72%
MiniMax M3 (batch)4.02%
nemotron-3-ultra-550b-a55b-20260604:free2.88%
Step 3.7 Flash2.71%
ling-3.0-flash-20260723:free2.57%
Total100%
2026年7月29日
Others42.2%
DeepSeek V4 Flash 042315.9%
MiMo-V2.58.23%
DeepSeek V4 Pro 04237.26%
GLM 5.2 (free)6.29%
Hy36.15%
MiniMax M3 (batch)4.15%
Step 3.7 Flash3.56%
nemotron-3-ultra-550b-a55b-20260604:free3.32%
ling-3.0-flash-20260723:free2.97%
Total100%
2026年7月30日
Others42.0%
DeepSeek V4 Flash 042316.0%
GLM 5.2 (free)7.89%
MiMo-V2.57.65%
DeepSeek V4 Pro 04237.00%
Hy36.14%
MiniMax M3 (batch)4.27%
nemotron-3-ultra-550b-a55b-20260604:free3.21%
Step 3.7 Flash3.03%
ling-3.0-flash-20260723:free2.82%
Total100%
2026年7月31日
Others43.8%
DeepSeek V4 Flash 042313.6%
MiMo-V2.58.31%
Hy37.08%
GPT-5.6 Luna (batch)6.50%
DeepSeek V4 Pro 04236.21%
GLM 5.2 (free)4.73%
MiniMax M3 (batch)3.77%
nemotron-3-ultra-550b-a55b-20260604:free3.07%
laguna-s-2.1-20260720:free2.91%
Total100%
2026年8月1日
Others40.9%
DeepSeek V4 Flash 042312.7%
GPT-5.6 Luna (batch)9.06%
MiMo-V2.57.67%
DeepSeek V4 Flash 07317.12%
Hy36.66%
DeepSeek V4 Pro 04234.80%
MiniMax M3 (batch)3.73%
nemotron-3-ultra-550b-a55b-20260604:free3.71%
GLM 5.2 (free)3.64%
Total100%
2026年8月2日
Others38.3%
DeepSeek V4 Flash 042313.3%
DeepSeek V4 Flash 073110.1%
GPT-5.6 Luna (batch)9.80%
MiMo-V2.57.27%
Hy37.19%
DeepSeek V4 Pro 04233.66%
nemotron-3-ultra-550b-a55b-20260604:free3.55%
MiniMax M3 (batch)3.47%
GLM 5.2 (free)3.38%
Total100%
2026年8月3日
Others38.9%
DeepSeek V4 Flash 042311.7%
DeepSeek V4 Flash 073111.4%
Hy37.99%
MiMo-V2.57.52%
GPT-5.6 Luna (batch)5.88%
DeepSeek V4 Pro 04235.32%
GLM 5.2 (free)5.08%
MiniMax M3 (batch)3.25%
laguna-s-2.1-20260720:free2.98%
Total100%
2026年8月4日
Others37.5%
DeepSeek V4 Flash 042311.4%
DeepSeek V4 Flash 073111.1%
MiMo-V2.58.88%
Hy37.65%
GLM 5.2 (free)6.73%
GPT-5.6 Luna (batch)5.83%
DeepSeek V4 Pro 04234.85%
MiniMax M3 (batch)3.03%
laguna-s-2.1-20260720:free2.97%
Total100%
2026年8月5日
Others36.9%
DeepSeek V4 Flash 073111.8%
Gemini 3.6 Flash (batch)9.59%
DeepSeek V4 Flash 04239.21%
Hy37.22%
MiMo-V2.57.03%
GLM 5.2 (free)5.82%
GPT-5.6 Luna (batch)5.77%
DeepSeek V4 Pro 04233.89%
MiniMax M3 (batch)2.75%
Total100%
2026年8月6日
Others35.1%
DeepSeek V4 Flash 073113.3%
Gemini 3.6 Flash (batch)10.4%
DeepSeek V4 Flash 04239.17%
Hy37.09%
MiMo-V2.56.49%
GPT-5.6 Luna (batch)6.42%
GLM 5.2 (free)6.17%
DeepSeek V4 Pro 04233.22%
nemotron-3-ultra-550b-a55b-20260604:free2.69%
Total100%
2026年8月7日
Others35.5%
DeepSeek V4 Flash 073113.8%
Hy39.96%
DeepSeek V4 Flash 04239.48%
GPT-5.6 Luna (batch)7.29%
MiMo-V2.56.50%
GLM 5.2 (free)6.36%
Gemini 3.6 Flash (batch)5.04%
DeepSeek V4 Pro 04233.27%
nemotron-3-ultra-550b-a55b-20260604:free2.87%
Total100%
2026年8月8日
Others33.7%
DeepSeek V4 Flash 073114.1%
Hy313.5%
DeepSeek V4 Flash 04239.61%
MiMo-V2.56.73%
GPT-5.6 Luna (batch)6.71%
DeepSeek V4 Pro 04234.91%
GLM 5.2 (free)4.45%
nemotron-3-ultra-550b-a55b-20260604:free3.21%
MiniMax M3 (batch)3.11%
Total100%
2026年8月9日
Others32.8%
Hy315.4%
DeepSeek V4 Flash 073114.5%
DeepSeek V4 Flash 04238.50%
MiMo-V2.56.34%
GPT-5.6 Luna (batch)6.20%
GLM 5.2 (free)6.00%
DeepSeek V4 Pro 04234.14%
nemotron-3-ultra-550b-a55b-20260604:free3.34%
MiniMax M3 (batch)2.77%
Total100%
2026年8月10日
Others33.2%
Hy315.2%
DeepSeek V4 Flash 073114.7%
DeepSeek V4 Flash 04238.89%
GPT-5.6 Luna (batch)7.20%
MiMo-V2.55.95%
GLM 5.2 (free)5.79%
DeepSeek V4 Pro 04234.15%
MiniMax M3 (batch)2.55%
laguna-s-2.1-20260720:free2.39%
Total100%
2026年8月11日
Others35.2%
DeepSeek V4 Flash 073116.0%
Hy313.3%
DeepSeek V4 Flash 04237.82%
GPT-5.6 Luna (batch)7.06%
GLM 5.2 (free)6.46%
MiMo-V2.55.66%
DeepSeek V4 Pro 04234.03%
MiniMax M3 (batch)2.32%
Kimi K32.14%
Total100%
2026年8月12日
Others36.1%
DeepSeek V4 Flash 073115.0%
Hy313.7%
GPT-5.6 Luna (batch)7.50%
DeepSeek V4 Flash 04237.15%
GLM 5.2 (free)5.14%
DeepSeek V4 Pro 04234.79%
Gemini 3.6 Flash (batch)4.31%
MiMo-V2.53.92%
MiniMax M3 (batch)2.38%
Total100%
2026年8月13日
Others36.9%
DeepSeek V4 Flash 073114.2%
Hy312.6%
DeepSeek V4 Flash 04237.00%
GPT-5.6 Luna (batch)6.69%
Gemini 3.6 Flash (batch)6.38%
GLM 5.2 (free)6.07%
DeepSeek V4 Pro 04233.95%
MiMo-V2.53.90%
laguna-s-2.1-20260720:free2.43%
Total100%
2026年8月14日
Others37.4%
DeepSeek V4 Flash 073113.9%
Hy312.2%
GLM 5.2 (free)8.73%
DeepSeek V4 Flash 04236.77%
GPT-5.6 Luna (batch)6.31%
Gemini 3.6 Flash (batch)5.83%
MiMo-V2.53.75%
DeepSeek V4 Pro 04232.74%
MiniMax M3 (batch)2.38%
Total100%
2026年8月15日
Others38.5%
DeepSeek V4 Flash 073114.7%
Hy311.6%
DeepSeek V4 Flash 04236.86%
GPT-5.6 Luna (batch)6.75%
GLM 5.2 (free)6.24%
MiMo-V2.54.67%
Claude Opus 5 (batch)4.02%
DeepSeek V4 Pro 04233.39%
nemotron-3-ultra-550b-a55b-20260604:free3.35%
Total100%
2026年8月16日
Others35.0%
DeepSeek V4 Flash 073113.9%
Hy39.84%
DeepSeek V4 Flash 04238.06%
Gemini 3.6 Flash (batch)6.89%
GPT-5.6 Luna (batch)6.08%
GLM 5.2 (free)6.07%
MiMo-V2.55.19%
Claude Opus 5 (batch)4.97%
nemotron-3-ultra-550b-a55b-20260604:free4.03%
Total100%
2026年8月17日
Others33.5%
MiMo-V2.513.0%
DeepSeek V4 Flash 073112.9%
Hy310.7%
GPT-5.6 Luna (batch)7.60%
DeepSeek V4 Flash 04236.05%
GLM 5.2 (free)5.41%
Gemini 3.6 Flash (batch)5.28%
nemotron-3-ultra-550b-a55b-20260604:free3.37%
MiniMax M3 (batch)2.26%
Total100%
2026年8月18日
Others36.4%
DeepSeek V4 Flash 073113.5%
Hy312.5%
MiMo-V2.58.63%
GPT-5.6 Luna (batch)8.10%
DeepSeek V4 Flash 04236.37%
GLM 5.2 (free)5.00%
nemotron-3-ultra-550b-a55b-20260604:free3.90%
MiniMax M3 (batch)3.09%
DeepSeek V4 Pro 04232.51%
Total100%
1.
Others
by others
4.73T tokens
↑9%
2.
DeepSeek V4 Flash 0731
by deepseek
1.76T tokens
↑5%
3.
Hy3
by tencent
1.63T tokens
↑17%
4.
MiMo-V2.5
by xiaomi
1.12T tokens
↓34%
5.
GPT-5.6 Luna (batch)
by openai
1.05T tokens
↑7%
6.
DeepSeek V4 Flash 0423
by deepseek
829B tokens
↑5%
7.
GLM 5.2 (free)
by z-ai
650B tokens
↓8%
8.
nemotron-3-ultra-550b-a55b-20260604:free
by nvidia
507B tokens
↑16%
9.
MiniMax M3 (batch)
by minimax
402B tokens
↑37%
10.
DeepSeek V4 Pro 0423
by deepseek
327B tokens
0%

Programming

按编程语言使用量对比模型表现

Python
100%60%30%2026年7月20日7月27日7月31日8月4日8月7日8月11日8月14日8月18日
2026年7月20日
Others35.8%
hy3-20260706:free23.1%
MiMo-V2.510.7%
DeepSeek V4 Flash 042310.3%
GLM 5.2 (free)5.11%
DeepSeek V4 Pro 04234.85%
MiniMax M3 (batch)4.41%
nemotron-3-ultra-550b-a55b-20260604:free2.21%
Gemini 3 Flash Preview (batch)1.91%
Kimi K31.59%
Total100%
2026年7月21日
Others41.3%
MiMo-V2.515.2%
DeepSeek V4 Flash 042312.1%
GLM 5.2 (free)7.02%
MiniMax M3 (batch)5.97%
Hy35.86%
DeepSeek V4 Pro 04234.88%
Step 3.7 Flash3.06%
Claude Opus 4.8 (batch)2.38%
nemotron-3-ultra-550b-a55b-20260604:free2.20%
Total100%
2026年7月22日
Others40.6%
MiMo-V2.513.1%
DeepSeek V4 Flash 042312.5%
Hy37.76%
GLM 5.2 (free)7.49%
DeepSeek V4 Pro 04235.60%
MiniMax M3 (batch)5.45%
Step 3.7 Flash3.23%
nemotron-3-ultra-550b-a55b-20260604:free2.27%
Kimi K2.62.04%
Total100%
2026年7月23日
Others40.1%
MiMo-V2.513.8%
DeepSeek V4 Flash 042311.6%
Hy37.93%
GLM 5.2 (free)6.36%
DeepSeek V4 Pro 04236.36%
MiniMax M3 (batch)4.33%
nemotron-3-ultra-550b-a55b-20260604:free3.88%
Step 3.7 Flash3.60%
Claude Opus 4.7 (batch)2.06%
Total100%
2026年7月24日
Others40.8%
MiMo-V2.513.1%
DeepSeek V4 Flash 042313.1%
Hy38.49%
GLM 5.2 (free)6.92%
DeepSeek V4 Pro 04236.53%
MiniMax M3 (batch)3.57%
nemotron-3-ultra-550b-a55b-20260604:free3.24%
Step 3.7 Flash2.37%
Gemini 2.5 Flash Lite (batch)1.91%
Total100%
2026年7月25日
Others36.2%
MiMo-V2.514.7%
DeepSeek V4 Flash 042314.5%
Hy39.60%
DeepSeek V4 Pro 04237.93%
GLM 5.2 (free)4.89%
nemotron-3-ultra-550b-a55b-20260604:free4.22%
MiniMax M3 (batch)3.80%
Step 3.7 Flash2.45%
Kimi K31.76%
Total100%
2026年7月26日
Others34.2%
DeepSeek V4 Flash 042314.9%
MiMo-V2.514.7%
DeepSeek V4 Pro 04239.80%
Hy38.63%
GLM 5.2 (free)5.82%
MiniMax M3 (batch)4.36%
nemotron-3-ultra-550b-a55b-20260604:free3.55%
Step 3.7 Flash2.13%
Kimi K31.94%
Total100%
2026年7月27日
Others37.6%
DeepSeek V4 Flash 042313.9%
MiMo-V2.512.0%
DeepSeek V4 Pro 042311.0%
Hy39.22%
GLM 5.2 (free)5.55%
MiniMax M3 (batch)4.04%
nemotron-3-ultra-550b-a55b-20260604:free2.54%
Step 3.7 Flash2.21%
ling-3.0-flash-20260723:free1.88%
Total100%
2026年7月28日
Others36.7%
DeepSeek V4 Flash 042313.8%
Hy311.9%
MiMo-V2.510.3%
DeepSeek V4 Pro 04239.40%
GLM 5.2 (free)5.99%
MiniMax M3 (batch)4.06%
nemotron-3-ultra-550b-a55b-20260604:free3.19%
Step 3.7 Flash2.58%
Kimi K32.07%
Total100%
2026年7月29日
Others40.9%
DeepSeek V4 Flash 042318.0%
DeepSeek V4 Pro 04238.68%
Hy37.02%
MiMo-V2.56.94%
GLM 5.2 (free)5.58%
MiniMax M3 (batch)4.42%
nemotron-3-ultra-550b-a55b-20260604:free3.42%
Step 3.7 Flash2.62%
Kimi K32.42%
Total100%
2026年7月30日
Others42.5%
DeepSeek V4 Flash 042316.8%
DeepSeek V4 Pro 04238.95%
GLM 5.2 (free)7.18%
Hy36.14%
MiMo-V2.55.96%
MiniMax M3 (batch)4.76%
nemotron-3-ultra-550b-a55b-20260604:free3.34%
Step 3.7 Flash2.49%
Kimi K31.86%
Total100%
2026年7月31日
Others43.7%
DeepSeek V4 Flash 042314.1%
Hy37.53%
MiMo-V2.57.27%
DeepSeek V4 Pro 04237.15%
GPT-5.6 Luna (batch)4.88%
GLM 5.2 (free)4.72%
MiniMax M3 (batch)4.50%
nemotron-3-ultra-550b-a55b-20260604:free3.51%
laguna-s-2.1-20260720:free2.62%
Total100%
2026年8月1日
Others41.6%
DeepSeek V4 Flash 042312.8%
Hy39.26%
GPT-5.6 Luna (batch)6.67%
DeepSeek V4 Flash 07316.44%
MiMo-V2.56.18%
DeepSeek V4 Pro 04236.16%
GLM 5.2 (free)3.76%
nemotron-3-ultra-550b-a55b-20260604:free3.67%
MiniMax M3 (batch)3.52%
Total100%
2026年8月2日
Others38.6%
DeepSeek V4 Flash 042314.7%
DeepSeek V4 Flash 07319.64%
GPT-5.6 Luna (batch)8.69%
Hy38.32%
MiMo-V2.55.25%
DeepSeek V4 Pro 04234.28%
MiniMax M3 (batch)3.84%
GLM 5.2 (free)3.44%
nemotron-3-ultra-550b-a55b-20260604:free3.19%
Total100%
2026年8月3日
Others38.8%
DeepSeek V4 Flash 042312.6%
DeepSeek V4 Flash 073111.8%
Hy39.39%
DeepSeek V4 Pro 04236.48%
MiMo-V2.56.07%
GPT-5.6 Luna (batch)4.37%
GLM 5.2 (free)4.29%
MiniMax M3 (batch)3.63%
nemotron-3-ultra-550b-a55b-20260604:free2.60%
Total100%
2026年8月4日
Others37.8%
DeepSeek V4 Flash 042312.2%
DeepSeek V4 Flash 073111.2%
Hy39.49%
MiMo-V2.57.50%
DeepSeek V4 Pro 04236.66%
GLM 5.2 (free)4.87%
GPT-5.6 Luna (batch)4.02%
MiniMax M3 (batch)3.38%
nemotron-3-ultra-550b-a55b-20260604:free2.85%
Total100%
2026年8月5日
Others36.7%
DeepSeek V4 Flash 073111.2%
Gemini 3.6 Flash (batch)11.1%
DeepSeek V4 Flash 04239.84%
Hy39.10%
DeepSeek V4 Pro 04235.43%
MiMo-V2.54.88%
GLM 5.2 (free)4.51%
GPT-5.6 Luna (batch)4.39%
MiniMax M3 (batch)2.89%
Total100%
2026年8月6日
Others35.5%
DeepSeek V4 Flash 073113.5%
Gemini 3.6 Flash (batch)10.7%
DeepSeek V4 Flash 04239.75%
Hy37.89%
MiMo-V2.55.66%
GLM 5.2 (free)5.08%
GPT-5.6 Luna (batch)4.95%
DeepSeek V4 Pro 04234.16%
MiniMax M3 (batch)2.83%
Total100%
2026年8月7日
Others35.7%
DeepSeek V4 Flash 073113.5%
Hy311.0%
DeepSeek V4 Flash 042310.1%
GPT-5.6 Luna (batch)6.78%
GLM 5.2 (free)6.11%
Gemini 3.6 Flash (batch)5.03%
MiMo-V2.54.66%
DeepSeek V4 Pro 04234.45%
MiniMax M3 (batch)2.68%
Total100%
2026年8月8日
Others33.7%
DeepSeek V4 Flash 073115.2%
Hy314.3%
DeepSeek V4 Flash 04239.90%
DeepSeek V4 Pro 04236.36%
MiMo-V2.55.65%
GPT-5.6 Luna (batch)5.14%
GLM 5.2 (free)3.48%
MiniMax M3 (batch)3.45%
nemotron-3-ultra-550b-a55b-20260604:free2.83%
Total100%
2026年8月9日
Others32.9%
Hy317.4%
DeepSeek V4 Flash 073115.4%
DeepSeek V4 Flash 04238.66%
DeepSeek V4 Pro 04235.41%
MiMo-V2.55.20%
GLM 5.2 (free)4.65%
GPT-5.6 Luna (batch)4.32%
MiniMax M3 (batch)3.02%
nemotron-3-ultra-550b-a55b-20260604:free3.01%
Total100%
2026年8月10日
Others33.6%
Hy315.7%
DeepSeek V4 Flash 073115.0%
DeepSeek V4 Flash 04239.15%
DeepSeek V4 Pro 04236.09%
GPT-5.6 Luna (batch)5.75%
MiMo-V2.54.97%
GLM 5.2 (free)4.94%
MiniMax M3 (batch)2.71%
nemotron-3-ultra-550b-a55b-20260604:free2.15%
Total100%
2026年8月11日
Others35.3%
DeepSeek V4 Flash 073116.6%
Hy314.2%
DeepSeek V4 Flash 04238.52%
DeepSeek V4 Pro 04235.59%
GPT-5.6 Luna (batch)5.35%
MiMo-V2.55.27%
GLM 5.2 (free)5.12%
MiniMax M3 (batch)2.11%
Gemini 3.6 Flash (batch)1.96%
Total100%
2026年8月12日
Others36.4%
Hy316.9%
DeepSeek V4 Flash 073115.3%
DeepSeek V4 Flash 04237.39%
DeepSeek V4 Pro 04235.76%
GPT-5.6 Luna (batch)5.73%
GLM 5.2 (free)4.35%
MiMo-V2.53.01%
Gemini 3.6 Flash (batch)2.96%
laguna-s-2.1-20260720:free2.21%
Total100%
2026年8月13日
Others36.6%
DeepSeek V4 Flash 073114.6%
Hy314.1%
DeepSeek V4 Flash 04237.51%
Gemini 3.6 Flash (batch)6.57%
GLM 5.2 (free)5.30%
DeepSeek V4 Pro 04235.13%
GPT-5.6 Luna (batch)5.01%
MiMo-V2.52.85%
MiniMax M3 (batch)2.29%
Total100%
2026年8月14日
Others38.2%
DeepSeek V4 Flash 073114.3%
Hy311.6%
GLM 5.2 (free)7.65%
DeepSeek V4 Flash 04237.26%
Gemini 3.6 Flash (batch)6.18%
GPT-5.6 Luna (batch)4.70%
DeepSeek V4 Pro 04233.90%
MiMo-V2.53.79%
MiniMax M3 (batch)2.40%
Total100%
2026年8月15日
Others42.2%
DeepSeek V4 Flash 073115.1%
Hy310.5%
DeepSeek V4 Flash 04237.19%
GLM 5.2 (free)6.30%
GPT-5.6 Luna (batch)5.36%
DeepSeek V4 Pro 04235.03%
MiMo-V2.53.29%
nemotron-3-ultra-550b-a55b-20260604:free2.67%
Claude Opus 5 (batch)2.37%
Total100%
2026年8月16日
Others37.4%
DeepSeek V4 Flash 073114.2%
Hy311.1%
DeepSeek V4 Flash 04238.66%
Gemini 3.6 Flash (batch)7.11%
GPT-5.6 Luna (batch)5.04%
GLM 5.2 (free)4.97%
MiMo-V2.54.43%
DeepSeek V4 Pro 04233.90%
nemotron-3-ultra-550b-a55b-20260604:free3.29%
Total100%
2026年8月17日
Others35.9%
DeepSeek V4 Flash 073113.1%
MiMo-V2.510.5%
Hy310.2%
DeepSeek V4 Flash 04236.53%
GPT-5.6 Luna (batch)6.33%
Gemini 3.6 Flash (batch)6.26%
GLM 5.2 (free)4.74%
nemotron-3-ultra-550b-a55b-20260604:free3.31%
DeepSeek V4 Pro 04233.06%
Total100%
2026年8月18日
Others37.7%
DeepSeek V4 Flash 073113.9%
Hy313.5%
MiMo-V2.57.16%
DeepSeek V4 Flash 04236.58%
GPT-5.6 Luna (batch)6.48%
GLM 5.2 (free)4.34%
nemotron-3-ultra-550b-a55b-20260604:free3.99%
DeepSeek V4 Pro 04233.46%
MiniMax M3 (batch)2.92%
Total100%
1.
Others
by others
1.12T tokens
↑5%
2.
DeepSeek V4 Flash 0731
by deepseek
413B tokens
↑6%
3.
Hy3
by tencent
402B tokens
↑32%
4.
MiMo-V2.5
by xiaomi
213B tokens
↓32%
5.
DeepSeek V4 Flash 0423
by deepseek
196B tokens
↑1%
6.
GPT-5.6 Luna (batch)
by openai
193B tokens
↑2%
7.
GLM 5.2 (free)
by z-ai
129B tokens
↓8%
8.
nemotron-3-ultra-550b-a55b-20260604:free
by nvidia
119B tokens
↑20%
9.
DeepSeek V4 Pro 0423
by deepseek
103B tokens
↑13%
10.
MiniMax M3 (batch)
by minimax
87.0B tokens
0%

Images

模型处理图像任务的累计趋势

100%60%30%2026年5月25日6月15日6月29日7月6日7月20日7月27日8月10日8月17日
2026年5月25日
Gemini 2.5 Flash Lite (batch)33.7%
Others28.8%
Gemini 2.5 Flash (batch)10.8%
Gemini 3 Flash Preview (batch)8.97%
Claude Opus 4.7 (batch)4.12%
Claude Sonnet 4.6 (batch)3.87%
Gemini 3.1 Pro Preview (batch)2.99%
Gemini 3.1 Flash Lite (batch)2.33%
Qwen3 VL 8B Instruct2.27%
GPT-5 Mini (batch)2.15%
Total100%
2026年6月1日
Gemini 2.5 Flash Lite (batch)39.2%
Others27.7%
Gemini 2.5 Flash (batch)9.68%
Gemini 3 Flash Preview (batch)7.19%
Claude Sonnet 4.6 (batch)3.95%
MiMo-V2.53.82%
Qwen3.5-27B2.51%
Gemini 3.1 Flash Lite (batch)2.27%
Gemini 3.1 Pro Preview (batch)1.83%
Qwen3 VL 8B Instruct1.78%
Total100%
2026年6月8日
Gemini 2.5 Flash Lite (batch)40.1%
Others25.8%
Gemini 2.5 Flash (batch)9.57%
Gemini 3 Flash Preview (batch)7.16%
Claude Sonnet 4.6 (batch)5.21%
MiMo-V2.54.37%
Gemini 3.1 Flash Lite (batch)3.38%
Gemma 4 31B (free)1.88%
Qwen3 VL 30B A3B Instruct1.24%
GPT-4o-mini (batch)1.24%
Total100%
2026年6月15日
Gemini 2.5 Flash Lite (batch)36.5%
Others28.4%
Gemini 2.5 Flash (batch)7.82%
Gemini 3 Flash Preview (batch)6.90%
Claude Sonnet 4.6 (batch)6.33%
MiMo-V2.54.00%
Gemini 3.1 Flash Lite (batch)2.87%
Qwen3.5-Flash2.64%
GPT-5.5 (batch)2.47%
Gemma 4 31B (free)2.07%
Total100%
2026年6月22日
Gemini 2.5 Flash Lite (batch)37.2%
Others30.1%
Gemini 3 Flash Preview (batch)5.94%
Gemini 2.5 Flash (batch)5.29%
Claude Sonnet 4.6 (batch)5.10%
MiMo-V2.54.54%
Qwen3.6 Plus4.04%
GPT-5.5 (batch)3.21%
Qwen3 VL 235B A22B Instruct2.36%
Gemini 3.1 Flash Lite (batch)2.24%
Total100%
2026年6月29日
Others35.0%
Gemini 2.5 Flash Lite (batch)26.4%
Gemini 2.5 Flash (batch)9.92%
Qwen3 VL 235B A22B Instruct5.96%
Gemini 3 Flash Preview (batch)5.73%
MiMo-V2.54.26%
Claude Sonnet 4.6 (batch)4.10%
GPT-5.5 (batch)3.42%
Claude Opus 4.8 (batch)2.74%
Qwen3.6 Plus2.48%
Total100%
2026年7月6日
Others36.1%
Gemini 2.5 Flash Lite (batch)25.7%
Gemini 2.5 Flash (batch)8.89%
Gemini 3 Flash Preview (batch)5.84%
MiMo-V2.54.44%
Qwen3 VL 235B A22B Instruct4.12%
Gemini 3.1 Pro Preview (batch)3.94%
Claude Opus 4.8 (batch)3.86%
Claude Sonnet 4.6 (batch)3.64%
GPT-5.5 (batch)3.44%
Total100%
2026年7月13日
Others36.3%
Gemini 2.5 Flash Lite (batch)27.0%
Gemini 2.5 Flash (batch)7.81%
Gemini 3 Flash Preview (batch)6.62%
Claude Opus 4.8 (batch)5.38%
GPT-5.5 (batch)4.26%
MiMo-V2.53.79%
Claude Opus 4.7 (batch)3.21%
Gemini 3.1 Flash Lite (batch)2.97%
Qwen3.6 27B2.65%
Total100%
2026年7月20日
Others36.4%
Gemini 2.5 Flash Lite (batch)25.1%
Gemini 3.5 Flash Lite (batch)11.7%
Gemini 2.5 Flash (batch)7.02%
Gemini 3 Flash Preview (batch)5.30%
MiMo-V2.54.46%
Gemini 3.1 Flash Lite (batch)2.72%
Claude Opus 4.8 (batch)2.70%
Qwen3 VL 8B Instruct2.33%
Gemini 3.6 Flash (batch)2.27%
Total100%
2026年7月27日
Others39.1%
Gemini 2.5 Flash Lite (batch)30.1%
Gemini 2.5 Flash (batch)6.22%
MiMo-V2.55.27%
Gemini 3 Flash Preview (batch)4.55%
GPT-5.6 Terra (batch)3.94%
Gemini 3.5 Flash Lite (batch)3.40%
Gemini 3.1 Flash Lite (batch)3.38%
GPT-5.6 Luna (batch)2.01%
Qwen3.7 Plus2.00%
Total100%
2026年8月3日
Others36.6%
Gemini 2.5 Flash Lite (batch)27.0%
Gemini 2.5 Flash (batch)7.15%
MiMo-V2.56.32%
GPT-5.6 Luna (batch)6.23%
GPT-5.6 Terra (batch)5.01%
Gemini 3 Flash Preview (batch)4.03%
Kimi K32.60%
Kimi K2.62.56%
Gemini 3.1 Flash Lite (batch)2.51%
Total100%
2026年8月10日
Others39.5%
Gemini 2.5 Flash Lite (batch)25.8%
GPT-5.6 Luna (batch)8.14%
GPT-5.6 Terra (batch)5.14%
Gemini 2.5 Flash (batch)4.82%
MiMo-V2.54.27%
Gemini 3 Flash Preview (batch)3.82%
Claude Opus 5 (batch)3.04%
Gemini 3.1 Flash Lite (batch)3.02%
Gemma 4 31B (free)2.43%
Total100%
2026年8月17日
Others35.1%
Gemini 2.5 Flash Lite (batch)26.8%
GPT-5.6 Luna (batch)10.9%
MiMo-V2.55.15%
GPT-5.6 Terra (batch)4.29%
GPT-5.6 Sol (batch)4.14%
Gemini 3.7 Flash (batch)3.89%
Gemini 3.1 Flash Lite (batch)3.59%
Gemini 2.5 Flash (batch)3.17%
Gemini 3 Flash Preview (batch)2.95%
Total100%
1.
Others
by others
92M requests
↓11%
2.
Gemini 2.5 Flash Lite (batch)
by google
70M requests
↑4%
3.
GPT-5.6 Luna (batch)
by openai
29M requests
↑34%
4.
MiMo-V2.5
by xiaomi
13M requests
↑21%
5.
GPT-5.6 Terra (batch)
by openai
11M requests
↓17%
6.
GPT-5.6 Sol (batch)
by openai
11M requests
0%
7.
Gemini 3.7 Flash (batch)
by google
10M requests
0%
8.
Gemini 3.1 Flash Lite (batch)
by google
9M requests
↑19%
9.
Gemini 2.5 Flash (batch)
by google
8M requests
↓34%
10.
Gemini 3 Flash Preview (batch)
by google
8M requests
↓23%

Audio Input

模型处理音频输入的累计趋势

100%60%30%2025年5月26日8月18日9月29日11月10日12月22日2月2日3月16日4月27日
2025年5月26日
GPT-4o Transcribe6.42%
Gemini 2.5 Flash5.97%
Whisper Large V34.98%
MiniMax Speech 2.54.15%
Gemini 3 Flash Preview3.43%
Claude Sonnet 4.62.81%
Qwen Audio2.34%
Mistral Voxtral1.91%
Total100%
2025年5月26日
GPT-4o Transcribe6.98%
Gemini 2.5 Flash6.45%
Whisper Large V35.32%
MiniMax Speech 2.54.38%
Gemini 3 Flash Preview3.60%
Claude Sonnet 4.62.96%
Qwen Audio2.50%
Mistral Voxtral2.08%
Total100%
2025年5月26日
GPT-4o Transcribe7.53%
Gemini 2.5 Flash6.90%
Whisper Large V35.62%
MiniMax Speech 2.54.58%
Gemini 3 Flash Preview3.76%
Claude Sonnet 4.63.11%
Qwen Audio2.67%
Mistral Voxtral2.26%
Total100%
2025年5月26日
GPT-4o Transcribe8.02%
Gemini 2.5 Flash7.28%
Whisper Large V35.87%
MiniMax Speech 2.54.73%
Gemini 3 Flash Preview3.88%
Claude Sonnet 4.63.24%
Qwen Audio2.83%
Mistral Voxtral2.44%
Total100%
7月7日
GPT-4o Transcribe8.44%
Gemini 2.5 Flash7.57%
Whisper Large V36.04%
MiniMax Speech 2.54.83%
Gemini 3 Flash Preview3.97%
Claude Sonnet 4.63.36%
Qwen Audio2.98%
Mistral Voxtral2.61%
Total100%
7月7日
GPT-4o Transcribe8.75%
Gemini 2.5 Flash7.77%
Whisper Large V36.13%
MiniMax Speech 2.54.86%
Gemini 3 Flash Preview4.03%
Claude Sonnet 4.63.46%
Qwen Audio3.12%
Mistral Voxtral2.76%
Total100%
7月7日
GPT-4o Transcribe8.96%
Gemini 2.5 Flash7.86%
Whisper Large V36.14%
MiniMax Speech 2.54.85%
Gemini 3 Flash Preview4.06%
Claude Sonnet 4.63.55%
Qwen Audio3.24%
Mistral Voxtral2.89%
Total100%
7月7日
GPT-4o Transcribe9.07%
Gemini 2.5 Flash7.86%
Whisper Large V36.08%
MiniMax Speech 2.54.79%
Gemini 3 Flash Preview4.06%
Claude Sonnet 4.63.61%
Qwen Audio3.35%
Mistral Voxtral3.00%
Total100%
7月7日
GPT-4o Transcribe9.08%
Gemini 2.5 Flash7.78%
Whisper Large V35.97%
MiniMax Speech 2.54.71%
Gemini 3 Flash Preview4.05%
Claude Sonnet 4.63.67%
Qwen Audio3.43%
Mistral Voxtral3.08%
Total100%
7月7日
GPT-4o Transcribe9.02%
Gemini 2.5 Flash7.64%
Whisper Large V35.83%
MiniMax Speech 2.54.62%
Gemini 3 Flash Preview4.04%
Claude Sonnet 4.63.72%
Qwen Audio3.51%
Mistral Voxtral3.14%
Total100%
8月18日
GPT-4o Transcribe8.91%
Gemini 2.5 Flash7.48%
Whisper Large V35.68%
MiniMax Speech 2.54.53%
Gemini 3 Flash Preview4.04%
Claude Sonnet 4.63.78%
Qwen Audio3.58%
Mistral Voxtral3.18%
Total100%
8月18日
GPT-4o Transcribe8.80%
Gemini 2.5 Flash7.32%
Whisper Large V35.55%
MiniMax Speech 2.54.47%
Gemini 3 Flash Preview4.07%
Claude Sonnet 4.63.86%
Qwen Audio3.64%
Mistral Voxtral3.21%
Total100%
8月18日
GPT-4o Transcribe8.72%
Gemini 2.5 Flash7.18%
Whisper Large V35.45%
MiniMax Speech 2.54.45%
Gemini 3 Flash Preview4.13%
Claude Sonnet 4.63.95%
Qwen Audio3.73%
Mistral Voxtral3.24%
Total100%
8月18日
GPT-4o Transcribe8.67%
Gemini 2.5 Flash7.10%
Whisper Large V35.41%
MiniMax Speech 2.54.49%
Gemini 3 Flash Preview4.24%
Claude Sonnet 4.64.09%
Qwen Audio3.83%
Mistral Voxtral3.28%
Total100%
8月18日
GPT-4o Transcribe8.70%
Gemini 2.5 Flash7.08%
Whisper Large V35.43%
MiniMax Speech 2.54.58%
Gemini 3 Flash Preview4.41%
Claude Sonnet 4.64.26%
Qwen Audio3.95%
Mistral Voxtral3.33%
Total100%
8月18日
GPT-4o Transcribe8.79%
Gemini 2.5 Flash7.14%
Whisper Large V35.53%
MiniMax Speech 2.54.75%
Gemini 3 Flash Preview4.64%
Claude Sonnet 4.64.48%
Qwen Audio4.10%
Mistral Voxtral3.40%
Total100%
8月18日
GPT-4o Transcribe8.94%
Gemini 2.5 Flash7.26%
Whisper Large V35.70%
MiniMax Speech 2.54.99%
Gemini 3 Flash Preview4.93%
Claude Sonnet 4.64.74%
Qwen Audio4.28%
Mistral Voxtral3.48%
Total100%
9月29日
GPT-4o Transcribe9.16%
Gemini 2.5 Flash7.45%
Whisper Large V35.94%
MiniMax Speech 2.55.30%
Gemini 3 Flash Preview5.27%
Claude Sonnet 4.65.04%
Qwen Audio4.47%
Mistral Voxtral3.56%
Total100%
9月29日
GPT-4o Transcribe9.40%
Gemini 2.5 Flash7.69%
Whisper Large V36.24%
MiniMax Speech 2.55.66%
Gemini 3 Flash Preview5.65%
Claude Sonnet 4.65.35%
Qwen Audio4.67%
Mistral Voxtral3.64%
Total100%
9月29日
GPT-4o Transcribe9.67%
Gemini 2.5 Flash7.97%
Whisper Large V36.59%
Gemini 3 Flash Preview6.06%
MiniMax Speech 2.56.06%
Claude Sonnet 4.65.67%
Qwen Audio4.85%
Mistral Voxtral3.71%
Total100%
9月29日
GPT-4o Transcribe9.93%
Gemini 2.5 Flash8.26%
Whisper Large V36.97%
MiniMax Speech 2.56.49%
Gemini 3 Flash Preview6.48%
Claude Sonnet 4.65.97%
Qwen Audio5.01%
Mistral Voxtral3.75%
Total100%
9月29日
GPT-4o Transcribe10.2%
Gemini 2.5 Flash8.56%
Whisper Large V37.36%
MiniMax Speech 2.56.93%
Gemini 3 Flash Preview6.88%
Claude Sonnet 4.66.24%
Qwen Audio5.12%
Mistral Voxtral3.76%
Total100%
9月29日
GPT-4o Transcribe10.4%
Gemini 2.5 Flash8.85%
Whisper Large V37.76%
MiniMax Speech 2.57.35%
Gemini 3 Flash Preview7.23%
Claude Sonnet 4.66.44%
Qwen Audio5.18%
Mistral Voxtral3.74%
Total100%
9月29日
GPT-4o Transcribe10.5%
Gemini 2.5 Flash9.12%
Whisper Large V38.14%
MiniMax Speech 2.57.73%
Gemini 3 Flash Preview7.52%
Claude Sonnet 4.66.57%
Qwen Audio5.17%
Mistral Voxtral3.68%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash9.35%
Whisper Large V38.48%
MiniMax Speech 2.58.06%
Gemini 3 Flash Preview7.74%
Claude Sonnet 4.66.63%
Qwen Audio5.11%
Mistral Voxtral3.59%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash9.56%
Whisper Large V38.78%
MiniMax Speech 2.58.32%
Gemini 3 Flash Preview7.87%
Claude Sonnet 4.66.60%
Qwen Audio4.98%
Mistral Voxtral3.47%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash9.73%
Whisper Large V39.04%
MiniMax Speech 2.58.51%
Gemini 3 Flash Preview7.92%
Claude Sonnet 4.66.50%
Qwen Audio4.82%
Mistral Voxtral3.35%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash9.88%
Whisper Large V39.25%
MiniMax Speech 2.58.63%
Gemini 3 Flash Preview7.89%
Claude Sonnet 4.66.34%
Qwen Audio4.62%
Mistral Voxtral3.23%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash10.0%
Whisper Large V39.42%
MiniMax Speech 2.58.70%
Gemini 3 Flash Preview7.80%
Claude Sonnet 4.66.13%
Qwen Audio4.41%
Mistral Voxtral3.11%
Total100%
11月10日
GPT-4o Transcribe10.6%
Gemini 2.5 Flash10.1%
Whisper Large V39.57%
MiniMax Speech 2.58.72%
Gemini 3 Flash Preview7.67%
Claude Sonnet 4.65.91%
Qwen Audio4.21%
Mistral Voxtral3.02%
Total100%
12月22日
GPT-4o Transcribe10.7%
Gemini 2.5 Flash10.3%
Whisper Large V39.72%
MiniMax Speech 2.58.72%
Gemini 3 Flash Preview7.52%
Claude Sonnet 4.65.68%
Qwen Audio4.02%
Mistral Voxtral2.97%
Total100%
12月22日
GPT-4o Transcribe10.8%
Gemini 2.5 Flash10.5%
Whisper Large V39.87%
MiniMax Speech 2.58.72%
Gemini 3 Flash Preview7.36%
Claude Sonnet 4.65.47%
Qwen Audio3.87%
Mistral Voxtral2.95%
Total100%
12月22日
GPT-4o Transcribe11.0%
Gemini 2.5 Flash10.8%
Whisper Large V310.1%
MiniMax Speech 2.58.73%
Gemini 3 Flash Preview7.23%
Claude Sonnet 4.65.28%
Qwen Audio3.76%
Mistral Voxtral2.98%
Total100%
12月22日
GPT-4o Transcribe11.3%
Gemini 2.5 Flash11.1%
Whisper Large V310.3%
MiniMax Speech 2.58.76%
Gemini 3 Flash Preview7.11%
Claude Sonnet 4.65.13%
Qwen Audio3.70%
Mistral Voxtral3.07%
Total100%
12月22日
GPT-4o Transcribe11.7%
Gemini 2.5 Flash11.5%
Whisper Large V310.6%
MiniMax Speech 2.58.82%
Gemini 3 Flash Preview7.03%
Claude Sonnet 4.65.03%
Qwen Audio3.69%
Mistral Voxtral3.20%
Total100%
12月22日
GPT-4o Transcribe12.1%
Gemini 2.5 Flash11.9%
Whisper Large V310.9%
MiniMax Speech 2.58.91%
Gemini 3 Flash Preview6.98%
Claude Sonnet 4.64.97%
Qwen Audio3.75%
Mistral Voxtral3.40%
Total100%
12月22日
GPT-4o Transcribe12.9%
Gemini 2.5 Flash12.6%
Whisper Large V311.3%
MiniMax Speech 2.59.12%
Gemini 3 Flash Preview7.04%
Claude Sonnet 4.65.01%
Qwen Audio3.90%
Mistral Voxtral3.69%
Total100%
2月2日
GPT-4o Transcribe13.7%
Gemini 2.5 Flash13.3%
Whisper Large V311.8%
MiniMax Speech 2.59.33%
Gemini 3 Flash Preview7.11%
Claude Sonnet 4.65.08%
Qwen Audio4.11%
Mistral Voxtral4.04%
Total100%
2月2日
GPT-4o Transcribe14.5%
Gemini 2.5 Flash14.1%
Whisper Large V312.3%
MiniMax Speech 2.59.53%
Gemini 3 Flash Preview7.18%
Claude Sonnet 4.65.19%
Mistral Voxtral4.43%
Qwen Audio4.37%
Total100%
2月2日
GPT-4o Transcribe15.3%
Gemini 2.5 Flash14.8%
Whisper Large V312.7%
MiniMax Speech 2.59.68%
Gemini 3 Flash Preview7.25%
Claude Sonnet 4.65.33%
Mistral Voxtral4.86%
Qwen Audio4.67%
Total100%
2月2日
GPT-4o Transcribe16.2%
Gemini 2.5 Flash15.4%
Whisper Large V313.1%
MiniMax Speech 2.59.80%
Gemini 3 Flash Preview7.31%
Claude Sonnet 4.65.50%
Mistral Voxtral5.31%
Qwen Audio5.01%
Total100%
2月2日
GPT-4o Transcribe16.9%
Gemini 2.5 Flash15.9%
Whisper Large V313.4%
MiniMax Speech 2.59.85%
Gemini 3 Flash Preview7.35%
Mistral Voxtral5.77%
Claude Sonnet 4.65.69%
Qwen Audio5.39%
Total100%
2月2日
GPT-4o Transcribe17.5%
Gemini 2.5 Flash16.4%
Whisper Large V313.6%
MiniMax Speech 2.59.85%
Gemini 3 Flash Preview7.39%
Mistral Voxtral6.21%
Claude Sonnet 4.65.90%
Qwen Audio5.78%
Total100%
2月2日
GPT-4o Transcribe18.1%
Gemini 2.5 Flash16.7%
Whisper Large V313.7%
MiniMax Speech 2.59.80%
Gemini 3 Flash Preview7.43%
Mistral Voxtral6.62%
Qwen Audio6.17%
Claude Sonnet 4.66.13%
Total100%
3月16日
GPT-4o Transcribe18.4%
Gemini 2.5 Flash16.9%
Whisper Large V313.6%
MiniMax Speech 2.59.70%
Gemini 3 Flash Preview7.46%
Mistral Voxtral6.99%
Qwen Audio6.56%
Claude Sonnet 4.66.37%
Total100%
3月16日
GPT-4o Transcribe18.7%
Gemini 2.5 Flash16.9%
Whisper Large V313.5%
MiniMax Speech 2.59.58%
Gemini 3 Flash Preview7.51%
Mistral Voxtral7.30%
Qwen Audio6.94%
Claude Sonnet 4.66.63%
Total100%
3月16日
GPT-4o Transcribe18.8%
Gemini 2.5 Flash16.9%
Whisper Large V313.4%
MiniMax Speech 2.59.45%
Gemini 3 Flash Preview7.57%
Mistral Voxtral7.55%
Qwen Audio7.30%
Claude Sonnet 4.66.90%
Total100%
3月16日
GPT-4o Transcribe18.9%
Gemini 2.5 Flash16.8%
Whisper Large V313.2%
MiniMax Speech 2.59.34%
Mistral Voxtral7.75%
Gemini 3 Flash Preview7.66%
Qwen Audio7.63%
Claude Sonnet 4.67.18%
Total100%
3月16日
GPT-4o Transcribe18.9%
Gemini 2.5 Flash16.6%
Whisper Large V313.0%
MiniMax Speech 2.59.25%
Qwen Audio7.94%
Mistral Voxtral7.90%
Gemini 3 Flash Preview7.79%
Claude Sonnet 4.67.48%
Total100%
3月16日
GPT-4o Transcribe18.9%
Gemini 2.5 Flash16.4%
Whisper Large V312.9%
MiniMax Speech 2.59.21%
Qwen Audio8.24%
Mistral Voxtral8.00%
Gemini 3 Flash Preview7.97%
Claude Sonnet 4.67.81%
Total100%
4月27日
GPT-4o Transcribe18.8%
Gemini 2.5 Flash16.3%
Whisper Large V312.8%
MiniMax Speech 2.59.24%
Qwen Audio8.52%
Gemini 3 Flash Preview8.20%
Claude Sonnet 4.68.15%
Mistral Voxtral8.07%
Total100%
4月27日
GPT-4o Transcribe18.9%
Gemini 2.5 Flash16.3%
Whisper Large V312.7%
MiniMax Speech 2.59.34%
Qwen Audio8.80%
Claude Sonnet 4.68.53%
Gemini 3 Flash Preview8.49%
Mistral Voxtral8.11%
Total100%
4月27日
GPT-4o Transcribe18.9%
Gemini 2.5 Flash16.3%
Whisper Large V312.8%
MiniMax Speech 2.59.53%
Qwen Audio9.07%
Claude Sonnet 4.68.93%
Gemini 3 Flash Preview8.85%
Mistral Voxtral8.14%
Total100%
4月27日
GPT-4o Transcribe19.1%
Gemini 2.5 Flash16.4%
Whisper Large V313.0%
MiniMax Speech 2.59.81%
Claude Sonnet 4.69.37%
Qwen Audio9.35%
Gemini 3 Flash Preview9.28%
Mistral Voxtral8.16%
Total100%
1.
GPT-4o Transcribe
by openai · audio input
26.4M prompts
↑16%
2.
Gemini 2.5 Flash
by google · audio input
21.9M prompts
↓1%
3.
Whisper Large V3
by openai · audio input
18.2M prompts
↓4%
4.
MiniMax Speech 2.5
by minimax · audio input
14.7M prompts
↑12%
5.
Gemini 3 Flash Preview
by google · audio input
12.6M prompts
↑7%
6.
Claude Sonnet 4.6
by anthropic · audio input
10.1M prompts
↑3%
7.
Qwen Audio
by qwen · audio input
8.8M prompts
↑9%
8.
Mistral Voxtral
by mistralai · audio input
7.4M prompts
2%
9.
GLM Audio
by zhipu · audio input
5.9M prompts
↑5%
10.
Llama 3.1 Audio
by meta · audio input
4.8M prompts
↓6%

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