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.

Nov 6–12, 2026 (UTC)606 accounts100% of tokens from an identified modelData through Nov 12, 2026, 07:08 UTCHow we count

387 models

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

Anthropic 44 models

About Anthropic
  • Claude Opus 5.5claude-opus-5-5
    429active users1.7T tokens · 71% adoption · $644.1K est. cost429 active users71% adoption1.7T tokens$644.1K estimated cost
  • Claude Sonnet 5.5claude-sonnet-5-5
    274active users174.3B tokens · 45% adoption · $38.3K est. cost274 active users45% adoption174.3B tokens$38.3K estimated cost
  • Claude Haiku 5.5claude-haiku-5-5
    246active users25.4B tokens · 41% adoption · $1.6K est. cost246 active users41% adoption25.4B tokens$1.6K estimated cost
  • Claude Fable 5.2claude-fable-5-2
    191active users120.1B tokens · 32% adoption · $85.1K est. cost191 active users32% adoption120.1B tokens$85.1K estimated cost
  • Claude Fable 5.1claude-fable-5-1
    152active users56.1B tokens · 25% adoption · $58.4K est. cost152 active users25% adoption56.1B tokens$58.4K estimated cost

OpenAI 32 models

About OpenAI
  • GPT-6.1 Solgpt-6.1-sol
    347active users511.7B tokens · 57% adoption · $128.4K est. cost347 active users57% adoption511.7B tokens$128.4K estimated cost
  • GPT-6 Astragpt-6-astra
    263active users109.4B tokens · 43% adoption · $180.1K est. cost263 active users43% adoption109.4B tokens$180.1K estimated cost
  • GPT-6 Lunagpt-6-luna
    151active users92.1B tokens · 25% adoption · $1.8K est. cost151 active users25% adoption92.1B tokens$1.8K estimated cost
  • GPT-6.1 Terragpt-6.1-terra
    135active users88.3B tokens · 22% adoption · $5.9K est. cost135 active users22% adoption88.3B tokens$5.9K estimated cost
  • Codex Auto Reviewcodex-auto-review
    110active users6.2B tokens · 18% adoption · $191 est. cost110 active users18% adoption6.2B tokens$191 estimated cost

DeepSeek 37 models

About DeepSeek
  • DeepSeek V4.1 Flashdeepseek-v4.1-flash
    91active users125.1B tokens · 15% adoption · $1.8K est. cost91 active users15% adoption125.1B tokens$1.8K estimated cost
  • DeepSeek Flashdeepseek-flash
    38active users39.4B tokens · 6.3% adoption · $554 est. cost38 active users6.3% adoption39.4B tokens$554 estimated cost
  • DeepSeek V4.1 Flash 1017deepseek-v4.1-flash-1017
    34active users17.5B tokens · 5.6% adoption · $187 est. cost34 active users5.6% adoption17.5B tokens$187 estimated cost
  • DeepSeek V4.1 Flash Freedeepseek-v4.1-flash-free
    30active users6.9B tokens · 5.0% adoption · $7 est. cost30 active users5.0% adoption6.9B tokens$7 estimated cost
  • DeepSeek V4 Flashdeepseek-v4-flash
    10active users343.8M tokens · 1.7% adoption · $14 est. cost10 active users1.7% adoption343.8M tokens$14 estimated cost

Z.ai 23 models

About Z.ai
  • GLM-5.3 Flashglm-5.3-flash
    49active users13.8B tokens · 8.1% adoption · $355 est. cost49 active users8.1% adoption13.8B tokens$355 estimated cost
  • GLM-5.3glm-5.3
    42active users15.6B tokens · 6.9% adoption · $4.1K est. cost42 active users6.9% adoption15.6B tokens$4.1K estimated cost
  • GLM-5.3 Flash Freeglm-5.3-flash-free
    14active users357.4M tokens · 2.3% adoption · no price14 active users2.3% adoption357.4M tokens— estimated cost
  • GLM-5.2glm-5.2
    4active users17.2M tokens · 0.7% adoption · $4 est. cost4 active users0.7% adoption17.2M tokens$4 estimated cost
  • GLM-5 3 Flashglm-5-3-flash
    3active users13M tokens · 0.5% adoption · <$1 est. cost3 active users0.5% adoption13M tokens<$1 estimated cost

xAI 26 models

About xAI
  • Grok 4.7grok-4.7
    42active users4.9B tokens · 6.9% adoption · $3.4K est. cost42 active users6.9% adoption4.9B tokens$3.4K estimated cost
  • Grok 4.6grok-4.6
    11active users355.3M tokens · 1.8% adoption · $152 est. cost11 active users1.8% adoption355.3M tokens$152 estimated cost
  • Grok 4.7 Build Fastgrok-4.7-build-fast
    6active users735.8M tokens · 1.0% adoption · $661 est. cost6 active users1.0% adoption735.8M tokens$661 estimated cost
  • Grok Bot Defaultgrok-bot-default
    6active users167.9M tokens · 1.0% adoption · $116 est. cost6 active users1.0% adoption167.9M tokens$116 estimated cost
  • Grok 4.7 High Fastgrok-4.7-high-fast
    4active users248.9M tokens · 0.7% adoption · $314 est. cost4 active users0.7% adoption248.9M tokens$314 estimated cost

Google 33 models

About Google
  • Gemini 3.8 Flash Ngemini-3.8-flash-n
    34active users5.8B tokens · 5.6% adoption · $752 est. cost34 active users5.6% adoption5.8B tokens$752 estimated cost
  • Gemini 4 Argongemini-4-argon
    26active users8B tokens · 4.3% adoption · $1.7K est. cost26 active users4.3% adoption8B tokens$1.7K estimated cost
  • Gemini 4 Argon Trialgemini-4-argon-trial
    23active users436.9M tokens · 3.8% adoption · $157 est. cost23 active users3.8% adoption436.9M tokens$157 estimated cost
  • Gemini 3.8 Flashgemini-3.8-flash
    17active users2.2B tokens · 2.8% adoption · $313 est. cost17 active users2.8% adoption2.2B tokens$313 estimated cost
  • Gemini 4 Carbongemini-4-carbon
    8active users388.4M tokens · 1.3% adoption · $63 est. cost8 active users1.3% adoption388.4M tokens$63 estimated cost

Moonshot AI 8 models

About Moonshot AI
  • Kimi K3.1 Prokimi-k3.1-pro
    16active users799.7M tokens · 2.6% adoption · $141 est. cost16 active users2.6% adoption799.7M tokens$141 estimated cost
  • Kimi K3kimi-k3
    7active users42.3M tokens · 1.2% adoption · $31 est. cost7 active users1.2% adoption42.3M tokens$31 estimated cost
  • Kimi For Codingkimi-for-coding
    5active users151.9M tokens · 0.8% adoption · $33 est. cost5 active users0.8% adoption151.9M tokens$33 estimated cost
  • Kimi K2.7 Codekimi-k2.7-code
    3active users6.9K tokens · 0.5% adoption · <$1 est. cost3 active users0.5% adoption6.9K tokens<$1 estimated cost
  • Kimi For Coding Highspeedkimi-for-coding-highspeed
    2active users8.5M tokens · 0.3% adoption · no price2 active users0.3% adoption8.5M tokens— estimated cost

Meta 7 models

About Meta
  • Muse Spark 1.3 Contributormuse-spark-1.3-contributor
    14active users3.4B tokens · 2.3% adoption · $43 est. cost14 active users2.3% adoption3.4B tokens$43 estimated cost
  • Muse Spark 1.3muse-spark-1.3
    8active users1.7B tokens · 1.3% adoption · $386 est. cost8 active users1.3% adoption1.7B tokens$386 estimated cost
  • Muse Wonder Full 1.0muse-wonder-full-1.0
    5active users292M tokens · 0.8% adoption · $50 est. cost5 active users0.8% adoption292M tokens$50 estimated cost
  • Muse Wonder 1.0muse-wonder-1.0
    3active users2.9M tokens · 0.5% adoption · <$1 est. cost3 active users0.5% adoption2.9M tokens<$1 estimated cost
  • Muse Wonder Full 1.0 Contributormuse-wonder-full-1.0-contributor
    2active users2.7B tokens · 0.3% adoption · $23 est. cost2 active users0.3% adoption2.7B tokens$23 estimated cost
  • Muse Wonder 1.0 Contributormuse-wonder-1.0-contributor
    1active users1.7B tokens · 0.2% adoption · no price1 active users0.2% adoption1.7B tokens— estimated cost
  • Muse Wonder 1.0 Highmuse-wonder-1.0-high
    1active users431 tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption431 tokens<$1 estimated cost

MiniMax 7 models

About MiniMax
  • MiniMax M3.1 Flashminimax-m3.1-flash
    11active users2.9B tokens · 1.8% adoption · $89 est. cost11 active users1.8% adoption2.9B tokens$89 estimated cost
  • MiniMax M3minimax-m3
    5active users917.1M tokens · 0.8% adoption · $5 est. cost5 active users0.8% adoption917.1M tokens$5 estimated cost
  • MiniMax M2.5minimax-m2.5
    1active users11.5K tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption11.5K tokens<$1 estimated cost
  • MiniMax M3 Maxminimax-m3-max
    1active users674 tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption674 tokens<$1 estimated cost
  • MiniMax M3.1 Flash Cloudminimax-m3.1-flash-cloud
    1active users34.6M tokens · 0.2% adoption · no price1 active users0.2% adoption34.6M tokens— estimated cost
  • MiniMax M3.1 Flash Freeminimax-m3.1-flash-free
    1active users29.5K tokens · 0.2% adoption · no price1 active users0.2% adoption29.5K tokens— estimated cost
  • MiniMax M3.1 Flash Previewminimax-m3.1-flash-preview
    1active users20M tokens · 0.2% adoption · no price1 active users0.2% adoption20M tokens— estimated cost

NVIDIA 5 models

About NVIDIA
  • Nemotron 3 Ultra 550B A55B Freenemotron-3-ultra-550b-a55b-free
    7active users104.7M tokens · 1.2% adoption · no price7 active users1.2% adoption104.7M tokens— estimated cost
  • Nemotron 3.5 Super VL Freenemotron-3.5-super-vl-free
    5active users144.2M tokens · 0.8% adoption · no price5 active users0.8% adoption144.2M tokens— estimated cost
  • Nemotron 3.5 Lightning Freenemotron-3.5-lightning-free
    4active users59.9M tokens · 0.7% adoption · no price4 active users0.7% adoption59.9M tokens— estimated cost
  • Nemotron 3 Nano Omni 30B A3Bnemotron-3-nano-omni-30b-a3b
    1active users8.5M tokens · 0.2% adoption · no price1 active users0.2% adoption8.5M tokens— estimated cost
  • Nemotron 3 Nano Omni 30B A3B Reasoning Freenemotron-3-nano-omni-30b-a3b-reasoning-free
    1active users121 tokens · 0.2% adoption · no price1 active users0.2% adoption121 tokens— estimated cost

Alibaba 24 models

About Alibaba
  • Qwen3.8 Flashqwen3.8-flash
    5active users3.1B tokens · 0.8% adoption · <$1 est. cost5 active users0.8% adoption3.1B tokens<$1 estimated cost
  • Qwen3 Coder Nextqwen3-coder-next
    2active users528K tokens · 0.3% adoption · <$1 est. cost2 active users0.3% adoption528K tokens<$1 estimated cost
  • Qwen3.8 Maxqwen3.8-max
    2active users1.8M tokens · 0.3% adoption · <$1 est. cost2 active users0.3% adoption1.8M tokens<$1 estimated cost
  • Qwen4 Max Previewqwen4-max-preview
    2active users40.1M tokens · 0.3% adoption · no price2 active users0.3% adoption40.1M tokens— estimated cost
  • Qwenqwen
    1active users299 tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption299 tokens<$1 estimated cost

Xiaomi 6 models

  • MiMo V2.6 Promimo-v2.6-pro
    5active users119.2M tokens · 0.8% adoption · $5 est. cost5 active users0.8% adoption119.2M tokens$5 estimated cost
  • MiMo V2.6 Flash Freemimo-v2.6-flash-free
    3active users17.4M tokens · 0.5% adoption · no price3 active users0.5% adoption17.4M tokens— estimated cost
  • MiMo V2.6 Flashmimo-v2.6-flash
    2active users3.8M tokens · 0.3% adoption · <$1 est. cost2 active users0.3% adoption3.8M tokens<$1 estimated cost
  • MiMo V2 6 Flash 0mimo-v2-6-flash-0
    1active users5M tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption5M tokens<$1 estimated cost
  • MiMo V2 6 Pro 0mimo-v2-6-pro-0
    1active users652K tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption652K tokens<$1 estimated cost
  • MiMo V2.5mimo-v2.5
    1active users938K tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption938K tokens<$1 estimated cost

Cursor 2 models

About Cursor
  • Composer 2.5 Fastcomposer-2.5-fast
    3active users27M tokens · 0.5% adoption · $19 est. cost3 active users0.5% adoption27M tokens$19 estimated cost
  • Composer 2.5composer-2.5
    1active users25.3M tokens · 0.2% adoption · $12 est. cost1 active users0.2% adoption25.3M tokens$12 estimated cost

Mistral 3 models

About Mistral
  • Mistral Large 4mistral-large-4
    2active users5K tokens · 0.3% adoption · <$1 est. cost2 active users0.3% adoption5K tokens<$1 estimated cost
  • Mistral Large Latestmistral-large-latest
    1active users583K tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption583K tokens<$1 estimated cost
  • Mistral Medium 3 5mistral-medium-3-5
    1active users45.4K tokens · 0.2% adoption · <$1 est. cost1 active users0.2% adoption45.4K tokens<$1 estimated cost

StepFun 2 models

  • Step 3.7 Flash Freestep-3.7-flash-free
    2active users39.2K tokens · 0.3% adoption · no price2 active users0.3% adoption39.2K tokens— estimated cost
  • Step 5 Lateststep-5-latest
    1active users58.5K tokens · 0.2% adoption · no price1 active users0.2% adoption58.5K tokens— estimated cost

Inception 1 model

  • Mercury 3mercury-3
    1active users8.2K tokens · 0.2% adoption · no price1 active users0.2% adoption8.2K tokens— estimated cost

Meituan 2 models

  • LongCat 2.5longcat-2.5
    1active users12.7M tokens · 0.2% adoption · no price1 active users0.2% adoption12.7M tokens— estimated cost
  • LongCat 2.5 Freelongcat-2.5-free
    1active users621K tokens · 0.2% adoption · no price1 active users0.2% adoption621K tokens— estimated cost

Upstage 1 model

  • Solar Mini4 Freesolar-mini4-free
    1active users2M tokens · 0.2% adoption · no price1 active users0.2% adoption2M tokens— estimated cost

Lab unknown 124 models

  • K3.1 Prok3.1-pro
    14active users8.9B tokens · 2.3% adoption · $110 est. cost14 active users2.3% adoption8.9B tokens$110 estimated cost
  • Summariessummaries
    12active users2.2B tokens · 2.0% adoption · $124 est. cost12 active users2.0% adoption2.2B tokens$124 estimated cost
  • Hy4 Freehy4-free
    10active users375.4M tokens · 1.7% adoption · $55 est. cost10 active users1.7% adoption375.4M tokens$55 estimated cost
  • Beam Freebeam-free
    9active users327.7M tokens · 1.5% adoption · no price9 active users1.5% adoption327.7M tokens— estimated cost
  • Big Picklebig-pickle
    8active users62.3M tokens · 1.3% adoption · $8 est. cost8 active users1.3% adoption62.3M tokens$8 estimated cost

Adoption is the share of the 606 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