All models

Every model seen in public Tokscale submissions, grouped by lab. Each lab lists its top models first; search or pick a lab to see the rest. Open a model for its trend, token mix, agents, benchmarks and prices.

Oct 10, 2024 – Nov 12, 2026 (UTC)2,455 accounts100% of tokens from an identified modelData through Nov 12, 2026, 00:47 UTCHow we count

1,000 models

Each lab lists its top 5 by active users. Use “Show more”, pick a lab or search to see the rest.

Anthropic 146 models

About Anthropic
  • Claude Haiku 4.5claude-haiku-4-5
    1,804active users644.3B tokens · 73% adoption · $131.9K est. cost1,804 active users73% adoption644.3B tokens$131.9K estimated cost
  • Claude Sonnet 4.6claude-sonnet-4-6
    1,564active users904.7B tokens · 64% adoption · $579.1K est. cost1,564 active users64% adoption904.7B tokens$579.1K estimated cost
  • Claude Opus 4.6claude-opus-4-6
    1,411active users2.6T tokens · 57% adoption · $4.4M est. cost1,411 active users57% adoption2.6T tokens$4.4M estimated cost
  • Claude Opus 4.8claude-opus-4-8
    1,255active users5.7T tokens · 51% adoption · $5M est. cost1,255 active users51% adoption5.7T tokens$5M estimated cost
  • Claude Sonnet 5claude-sonnet-5
    1,053active users2.6T tokens · 43% adoption · $789.3K est. cost1,053 active users43% adoption2.6T tokens$789.3K estimated cost

OpenAI 177 models

About OpenAI
  • GPT-5.5gpt-5.5
    1,584active users10.2T tokens · 65% adoption · $22.3M est. cost1,584 active users65% adoption10.2T tokens$22.3M estimated cost
  • GPT-5.4gpt-5.4
    1,528active users6.8T tokens · 62% adoption · $3.7M est. cost1,528 active users62% adoption6.8T tokens$3.7M estimated cost
  • GPT-5.3 Codexgpt-5.3-codex
    1,334active users1.7T tokens · 54% adoption · $594.7K est. cost1,334 active users54% adoption1.7T tokens$594.7K estimated cost
  • GPT-5.6 Solgpt-5.6-sol
    1,258active users19.6T tokens · 51% adoption · $13.1M est. cost1,258 active users51% adoption19.6T tokens$13.1M estimated cost
  • GPT-5.6 Terragpt-5.6-terra
    1,104active users1.5T tokens · 45% adoption · $3.7M est. cost1,104 active users45% adoption1.5T tokens$3.7M estimated cost

Google 116 models

About Google
  • Gemini 3 Flash Previewgemini-3-flash-preview
    956active users126.6B tokens · 39% adoption · $23.6K est. cost956 active users39% adoption126.6B tokens$23.6K estimated cost
  • Gemini 3 Pro Previewgemini-3-pro-preview
    676active users38.8B tokens · 28% adoption · $30.2K est. cost676 active users28% adoption38.8B tokens$30.2K estimated cost
  • Gemini 3.1 Pro Previewgemini-3.1-pro-preview
    612active users93.7B tokens · 25% adoption · $65.2K est. cost612 active users25% adoption93.7B tokens$65.2K estimated cost
  • Gemini 2.5 Progemini-2.5-pro
    607active users9.7B tokens · 25% adoption · $6.6K est. cost607 active users25% adoption9.7B tokens$6.6K estimated cost
  • Gemini 2.5 Flashgemini-2.5-flash
    590active users7.9B tokens · 24% adoption · $2K est. cost590 active users24% adoption7.9B tokens$2K estimated cost

DeepSeek 42 models

About DeepSeek
  • DeepSeek V4 Flashdeepseek-v4-flash
    621active users747.2B tokens · 25% adoption · $239.6M est. cost621 active users25% adoption747.2B tokens$239.6M estimated cost
  • DeepSeek V4 Prodeepseek-v4-pro
    614active users220B tokens · 25% adoption · $87.4K est. cost614 active users25% adoption220B tokens$87.4K estimated cost
  • DeepSeek V4 Flash Freedeepseek-v4-flash-free
    364active users59.8B tokens · 15% adoption · $199 est. cost364 active users15% adoption59.8B tokens$199 estimated cost
  • DeepSeek V4.1 Flashdeepseek-v4.1-flash
    339active users1.3T tokens · 14% adoption · $3.5M est. cost339 active users14% adoption1.3T tokens$3.5M estimated cost
  • DeepSeek Flashdeepseek-flash
    192active users490.9B tokens · 7.8% adoption · $7.6K est. cost192 active users7.8% adoption490.9B tokens$7.6K estimated cost

Z.ai 61 models

About Z.ai
  • GLM-5.2glm-5.2
    549active users310B tokens · 22% adoption · $882.8K est. cost549 active users22% adoption310B tokens$882.8K estimated cost
  • GLM-5.1glm-5.1
    430active users152.7B tokens · 18% adoption · $139.2K est. cost430 active users18% adoption152.7B tokens$139.2K estimated cost
  • GLM-5.3 Flashglm-5.3-flash
    403active users579.7B tokens · 16% adoption · $19.6K est. cost403 active users16% adoption579.7B tokens$19.6K estimated cost
  • GLM-5.3glm-5.3
    357active users408.5B tokens · 15% adoption · $101.8K est. cost357 active users15% adoption408.5B tokens$101.8K estimated cost
  • GLM-4.7glm-4.7
    353active users94.3B tokens · 14% adoption · $21.5K est. cost353 active users14% adoption94.3B tokens$21.5K estimated cost

MiniMax 20 models

About MiniMax
  • MiniMax M2.5 Freeminimax-m2.5-free
    442active users19.9B tokens · 18% adoption · $698 est. cost442 active users18% adoption19.9B tokens$698 estimated cost
  • MiniMax M2.7minimax-m2.7
    328active users187.2B tokens · 13% adoption · $17.6K est. cost328 active users13% adoption187.2B tokens$17.6K estimated cost
  • MiniMax M3minimax-m3
    323active users177.7B tokens · 13% adoption · $16.4K est. cost323 active users13% adoption177.7B tokens$16.4K estimated cost
  • MiniMax M2.5minimax-m2.5
    220active users42.8B tokens · 9.0% adoption · $3.8K est. cost220 active users9.0% adoption42.8B tokens$3.8K estimated cost
  • MiniMax M2.1 Freeminimax-m2.1-free
    164active users4B tokens · 6.7% adoption · $182 est. cost164 active users6.7% adoption4B tokens$182 estimated cost

Moonshot AI 39 models

About Moonshot AI
  • Kimi K3kimi-k3
    369active users81.6B tokens · 15% adoption · $37.8K est. cost369 active users15% adoption81.6B tokens$37.8K estimated cost
  • Kimi K2.6kimi-k2.6
    335active users53.4B tokens · 14% adoption · $1.5M est. cost335 active users14% adoption53.4B tokens$1.5M estimated cost
  • Kimi K2.5kimi-k2.5
    295active users51.5B tokens · 12% adoption · $16.7K est. cost295 active users12% adoption51.5B tokens$16.7K estimated cost
  • Kimi For Codingkimi-for-coding
    247active users104.6B tokens · 10% adoption · $18K est. cost247 active users10% adoption104.6B tokens$18K estimated cost
  • Kimi K2.5 Freekimi-k2.5-free
    235active users8.4B tokens · 9.6% adoption · $1K est. cost235 active users9.6% adoption8.4B tokens$1K estimated cost

xAI 70 models

About xAI
  • Grok 4.5grok-4.5
    304active users69B tokens · 12% adoption · $45.4K est. cost304 active users12% adoption69B tokens$45.4K estimated cost
  • Grok 4.6grok-4.6
    301active users301.1B tokens · 12% adoption · $243.7K est. cost301 active users12% adoption301.1B tokens$243.7K estimated cost
  • Grok Code Fast 1grok-code-fast-1
    232active users26B tokens · 9.5% adoption · $3.4K est. cost232 active users9.5% adoption26B tokens$3.4K estimated cost
  • Grok Codegrok-code
    225active users12.7B tokens · 9.2% adoption · $1.2K est. cost225 active users9.2% adoption12.7B tokens$1.2K estimated cost
  • Grok 4.7grok-4.7
    205active users78.3B tokens · 8.4% adoption · $50.6K est. cost205 active users8.4% adoption78.3B tokens$50.6K estimated cost

Xiaomi 16 models

  • MiMo V2.5 Promimo-v2.5-pro
    223active users81.8B tokens · 9.1% adoption · $289.2K est. cost223 active users9.1% adoption81.8B tokens$289.2K estimated cost
  • MiMo V2.5 Freemimo-v2.5-free
    213active users16.7B tokens · 8.7% adoption · $180 est. cost213 active users8.7% adoption16.7B tokens$180 estimated cost
  • MiMo V2.5mimo-v2.5
    167active users44.1B tokens · 6.8% adoption · $1.6K est. cost167 active users6.8% adoption44.1B tokens$1.6K estimated cost
  • MiMo V2.6 Flash Freemimo-v2.6-flash-free
    104active users4.7B tokens · 4.2% adoption · <$1 est. cost104 active users4.2% adoption4.7B tokens<$1 estimated cost
  • MiMo V2 Pro Freemimo-v2-pro-free
    102active users4.9B tokens · 4.2% adoption · $144 est. cost102 active users4.2% adoption4.9B tokens$144 estimated cost

Meta 14 models

About Meta
  • Muse Spark 1.3 Contributor Freemuse-spark-1.3-contributor-free
    205active users63.3B tokens · 8.4% adoption · $305 est. cost205 active users8.4% adoption63.3B tokens$305 estimated cost
  • Muse Spark 1.3 Contributormuse-spark-1.3-contributor
    138active users523.1B tokens · 5.6% adoption · $22.1K est. cost138 active users5.6% adoption523.1B tokens$22.1K estimated cost
  • Muse Spark 1.2 Contributor Freemuse-spark-1.2-contributor-free
    103active users9B tokens · 4.2% adoption · $4 est. cost103 active users4.2% adoption9B tokens$4 estimated cost
  • Muse Spark 1.2 Contributormuse-spark-1.2-contributor
    84active users33.1B tokens · 3.4% adoption · $394 est. cost84 active users3.4% adoption33.1B tokens$394 estimated cost
  • Muse Spark 1.3muse-spark-1.3
    46active users33.6B tokens · 1.9% adoption · $3.9K est. cost46 active users1.9% adoption33.6B tokens$3.9K estimated cost

Cursor 6 models

About Cursor
  • Composer 2.5 Fastcomposer-2.5-fast
    164active users53.1B tokens · 6.7% adoption · $32K est. cost164 active users6.7% adoption53.1B tokens$32K estimated cost
  • Composer 1composer-1
    127active users17.1B tokens · 5.2% adoption · $4.4K est. cost127 active users5.2% adoption17.1B tokens$4.4K estimated cost
  • Composer 2.5composer-2.5
    118active users31.1B tokens · 4.8% adoption · $8.1K est. cost118 active users4.8% adoption31.1B tokens$8.1K estimated cost
  • Composer 2 Fastcomposer-2-fast
    109active users22.7B tokens · 4.4% adoption · $11K est. cost109 active users4.4% adoption22.7B tokens$11K estimated cost
  • Composer 1.5composer-1.5
    84active users8.1B tokens · 3.4% adoption · $4.9K est. cost84 active users3.4% adoption8.1B tokens$4.9K estimated cost
  • Composer 2composer-2
    83active users7.5B tokens · 3.4% adoption · $2.2K est. cost83 active users3.4% adoption7.5B tokens$2.2K estimated cost

NVIDIA 18 models

About NVIDIA
  • Nemotron 3 Ultra Freenemotron-3-ultra-free
    163active users3.5B tokens · 6.6% adoption · $27 est. cost163 active users6.6% adoption3.5B tokens$27 estimated cost
  • Nemotron 3 Super Freenemotron-3-super-free
    116active users588.6M tokens · 4.7% adoption · $30 est. cost116 active users4.7% adoption588.6M tokens$30 estimated cost
  • Nemotron 3.5 Lightning Freenemotron-3.5-lightning-free
    77active users1.3B tokens · 3.1% adoption · <$1 est. cost77 active users3.1% adoption1.3B tokens<$1 estimated cost
  • Nemotron 3 Ultra 550B A55B Freenemotron-3-ultra-550b-a55b-free
    68active users1.4B tokens · 2.8% adoption · $3 est. cost68 active users2.8% adoption1.4B tokens$3 estimated cost
  • Nemotron 3 Super 120B A12B Freenemotron-3-super-120b-a12b-free
    51active users2.7B tokens · 2.1% adoption · $16 est. cost51 active users2.1% adoption2.7B tokens$16 estimated cost

Alibaba 66 models

About Alibaba
  • Qwen3.6 Plus Freeqwen3.6-plus-free
    141active users5.2B tokens · 5.7% adoption · $660 est. cost141 active users5.7% adoption5.2B tokens$660 estimated cost
  • Qwen3.6 Plusqwen3.6-plus
    123active users10.5B tokens · 5.0% adoption · $2K est. cost123 active users5.0% adoption10.5B tokens$2K estimated cost
  • Qwen3.7 Maxqwen3.7-max
    118active users5.5B tokens · 4.8% adoption · $36.5K est. cost118 active users4.8% adoption5.5B tokens$36.5K estimated cost
  • Qwen3.8 Maxqwen3.8-max
    115active users31.3B tokens · 4.7% adoption · $10.9K est. cost115 active users4.7% adoption31.3B tokens$10.9K estimated cost
  • Qwen3.7 Plusqwen3.7-plus
    93active users2.3B tokens · 3.8% adoption · $268 est. cost93 active users3.8% adoption2.3B tokens$268 estimated cost

StepFun 7 models

  • Step 3.7 Flash Freestep-3.7-flash-free
    80active users1.4B tokens · 3.3% adoption · $13 est. cost80 active users3.3% adoption1.4B tokens$13 estimated cost
  • Step 5 Preview Freestep-5-preview-free
    41active users11.9B tokens · 1.7% adoption · <$1 est. cost41 active users1.7% adoption11.9B tokens<$1 estimated cost
  • Step 5 Previewstep-5-preview
    40active users5.2B tokens · 1.6% adoption · $110 est. cost40 active users1.6% adoption5.2B tokens$110 estimated cost
  • Step 3.7 Flashstep-3.7-flash
    35active users1.3B tokens · 1.4% adoption · $87 est. cost35 active users1.4% adoption1.3B tokens$87 estimated cost
  • Step 3.5 Flash Freestep-3.5-flash-free
    30active users989M tokens · 1.2% adoption · $7 est. cost30 active users1.2% adoption989M tokens$7 estimated cost
  • Step 3.5 Flashstep-3.5-flash
    21active users688.9M tokens · 0.9% adoption · $39 est. cost21 active users0.9% adoption688.9M tokens$39 estimated cost
  • Step 3.5 Flash 2603step-3.5-flash-2603
    6active users366.9M tokens · 0.2% adoption · $24 est. cost6 active users0.2% adoption366.9M tokens$24 estimated cost

Meituan 4 models

  • LongCat 2.5 Preview Freelongcat-2.5-preview-free
    50active users8.4B tokens · 2.0% adoption · <$1 est. cost50 active users2.0% adoption8.4B tokens<$1 estimated cost
  • LongCat 2.0 Freelongcat-2.0-free
    22active users1.2B tokens · 0.9% adoption · <$1 est. cost22 active users0.9% adoption1.2B tokens<$1 estimated cost
  • LongCat 2.0longcat-2.0
    16active users3.7B tokens · 0.7% adoption · $146 est. cost16 active users0.7% adoption3.7B tokens$146 estimated cost
  • LongCat 2.0 Previewlongcat-2.0-preview
    5active users103.3M tokens · 0.2% adoption · $8 est. cost5 active users0.2% adoption103.3M tokens$8 estimated cost

Arcee AI 2 models

  • Trinity Large Preview Freetrinity-large-preview-free
    45active users541.9M tokens · 1.8% adoption · $291 est. cost45 active users1.8% adoption541.9M tokens$291 estimated cost
  • Trinity Large Thinkingtrinity-large-thinking
    6active users99.3M tokens · 0.2% adoption · $12 est. cost6 active users0.2% adoption99.3M tokens$12 estimated cost

Upstage 3 models

  • Solar Pro4 Freesolar-pro4-free
    18active users148.1M tokens · 0.7% adoption · $3 est. cost18 active users0.7% adoption148.1M tokens$3 estimated cost
  • Solar Pro4solar-pro4
    15active users613.9M tokens · 0.6% adoption · $46 est. cost15 active users0.6% adoption613.9M tokens$46 estimated cost
  • Solar Pro4 260806solar-pro4-260806
    8active users14M tokens · 0.3% adoption · $3 est. cost8 active users0.3% adoption14M tokens$3 estimated cost

Mistral 7 models

About Mistral
  • Devstral 2512 Freedevstral-2512-free
    9active users59.9M tokens · 0.4% adoption · $13 est. cost9 active users0.4% adoption59.9M tokens$13 estimated cost
  • Codestral Latestcodestral-latest
    7active users9.5M tokens · 0.3% adoption · $3 est. cost7 active users0.3% adoption9.5M tokens$3 estimated cost
  • Devstral 2512devstral-2512
    7active users36.9M tokens · 0.3% adoption · $15 est. cost7 active users0.3% adoption36.9M tokens$15 estimated cost
  • Mistral Large Latestmistral-large-latest
    7active users31.9M tokens · 0.3% adoption · $15 est. cost7 active users0.3% adoption31.9M tokens$15 estimated cost
  • Devstral 2 123B Instruct 2512devstral-2-123b-instruct-2512
    6active users77.7M tokens · 0.2% adoption · <$1 est. cost6 active users0.2% adoption77.7M tokens<$1 estimated cost
  • Mistral Large 2512mistral-large-2512
    6active users5.9M tokens · 0.2% adoption · $3 est. cost6 active users0.2% adoption5.9M tokens$3 estimated cost
  • Mistral Large 4mistral-large-4
    4active users102M tokens · 0.2% adoption · $15 est. cost4 active users0.2% adoption102M tokens$15 estimated cost

Inception 2 models

  • Mercury 2mercury-2
    7active users6.7M tokens · 0.3% adoption · $1 est. cost7 active users0.3% adoption6.7M tokens$1 estimated cost
  • Mercury 3mercury-3
    5active users939.7M tokens · 0.2% adoption · $22 est. cost5 active users0.2% adoption939.7M tokens$22 estimated cost

Lab unknown 184 models

  • Big Picklebig-pickle
    742active users37.5B tokens · 30% adoption · $5.2K est. cost742 active users30% adoption37.5B tokens$5.2K estimated cost
  • X Preview F Freex-preview-f-free
    193active users32.6B tokens · 7.9% adoption · $127 est. cost193 active users7.9% adoption32.6B tokens$127 estimated cost
  • Ox Alphaox-alpha
    157active users94.9B tokens · 6.4% adoption · $863 est. cost157 active users6.4% adoption94.9B tokens$863 estimated cost
  • K3k3
    148active users158.1B tokens · 6.0% adoption · $44.5K est. cost148 active users6.0% adoption158.1B tokens$44.5K estimated cost
  • Agent_reviewagent_review
    131active users3.3B tokens · 5.3% adoption · $614 est. cost131 active users5.3% adoption3.3B tokens$614 estimated cost

Adoption is the share of the 2,455 accounts active in this period that used the model. Models with no identified lab are listed under “Lab unknown”. Cost is estimated from public list prices. Methodology