Leaderboard

Top models, cost, context, and momentum

Yes: this is the model leaderboard. It ranks public model momentum from Hugging Face, source-labeled token volume from OpenRouter rankings, and OpenRouter pricing/context boards. It does not claim global usage volume.

Public usage

Tokens spent by top OpenRouter models

OpenRouter exposes public rankings on its site. The token columns below only appear when the source is live or backed by a last-known-good snapshot; the 30-day figure is a labeled run-rate estimate.

OpenRouter rankings: staleLive OpenRouter usage parsing failed, so this board is showing the last-known-good snapshot with the source date preserved.Last checked 5/21/2026
Public OpenRouter model usage. Daily values are source-day totals; 30-day values are run-rate estimates, not global model totals.
RankModelSource dayTokens/day30-day run-rate
#1Kimi K2.6Moonshotai2026-05-111.5T46T
#2Claude 4.6 SonnetAnthropic2026-05-111.5T44.7T
#3Claude 4.7 OpusAnthropic2026-05-111.3T39.9T
#4Hy3 PreviewTencent2026-05-111.3T38.9T
#5Deepseek V4 FlashDeepseek2026-05-111.2T35.8T
#6Gemini 3 Flash PreviewGoogle2026-05-111.1T33.2T
#7Deepseek V3.2Deepseek2026-05-11886.8B26.6T
#8Deepseek V4 ProDeepseek2026-05-11844.8B25.3T
#9Minimax M2.7Minimax2026-05-11754.1B22.6T
#10Grok 4.1 FastX Ai2026-05-11682.5B20.5T
#11Gemini 2.5 Flash LiteGoogle2026-05-11623.8B18.7T
#12Claude 4.6 OpusAnthropic2026-05-11586.9B17.6T
#1
Kimi K2.6Moonshotai
Source day
2026-05-11
Day
1.5T
30d run-rate
46T
#4
Source day
2026-05-11
Day
1.3T
30d run-rate
38.9T
#7
Source day
2026-05-11
Day
886.8B
30d run-rate
26.6T
#9
Source day
2026-05-11
Day
754.1B
30d run-rate
22.6T
Source day
2026-05-11
Day
682.5B
30d run-rate
20.5T
Top models

Public momentum leaders

#1

Qwen/Qwen3-0.6B

Qwen

18.4M1.3K
transformerssafetensorsqwen3
View source
#2

openai-community/gpt2

Openai Community

17.4M3.3K
transformerspytorchtf
View source
#3

Qwen/Qwen2.5-1.5B-Instruct

Qwen

14.5M704
transformerssafetensorsqwen2
View source
OpenRouterPricing and context windows
Hugging FaceDownloads, likes, and model tags
No fake usage claimsNo global token burn unless sourced or opt-in
Cost board

Cheapest full-context fills

Models ranked by estimated input cost to fill context
ModelContextInputOutputFull context
Baidu Qianfan: CoBuddy (free)Baidu131.1K$0.00/M$0.00/M$0.00
Owl AlphaOpenrouter1M$0.00/M$0.00/M$0.00
NVIDIA: Nemotron 3 Nano Omni (free)Nvidia256K$0.00/M$0.00/M$0.00
Poolside: Laguna XS.2 (free)Poolside131.1K$0.00/M$0.00/M$0.00
Poolside: Laguna M.1 (free)Poolside131.1K$0.00/M$0.00/M$0.00
DeepSeek: DeepSeek V4 Flash (free)Deepseek1M$0.00/M$0.00/M$0.00
Google: Gemma 4 26B A4B (free)Google262.1K$0.00/M$0.00/M$0.00
Google: Gemma 4 31B (free)Google262.1K$0.00/M$0.00/M$0.00
Arcee AI: Trinity Large Thinking (free)Arcee Ai262.1K$0.00/M$0.00/M$0.00
Google: Lyria 3 Pro PreviewGoogle1M$0.00/M$0.00/M$0.00
Google: Lyria 3 Clip PreviewGoogle1M$0.00/M$0.00/M$0.00
NVIDIA: Nemotron 3 Super (free)Nvidia1M$0.00/M$0.00/M$0.00
Context board

Largest published context windows

Models ranked by context window size
ModelContextInputOutputFull context
Meta: Llama 4 ScoutMeta Llama10M$0.08/M$0.30/M$0.80
xAI: Grok 4.20 Multi-AgentX Ai2M$2.00/M$6.00/M$4.00
xAI: Grok 4.20X Ai2M$1.25/M$2.50/M$2.50
OpenAI GPT Latest~openai1.1M$5.00/M$30.00/M$5.25
OpenAI: GPT-5.5 ProOpenai1.1M$30.00/M$180.00/M$31.50
OpenAI: GPT-5.5Openai1.1M$5.00/M$30.00/M$5.25
OpenAI: GPT-5.4 ProOpenai1.1M$30.00/M$180.00/M$31.50
OpenAI: GPT-5.4Openai1.1M$2.50/M$15.00/M$2.63
Owl AlphaOpenrouter1M$0.00/M$0.00/M$0.00
Google: Gemini 3.1 Pro Preview Custom ToolsGoogle1M$2.00/M$12.00/M$2.10
Google: Gemini 3.5 FlashGoogle1M$1.50/M$9.00/M$1.57
Google: Gemini 3.1 Flash LiteGoogle1M$0.25/M$1.50/M$0.2621
Momentum board

Open model momentum

Open model momentum from public Hugging Face signals
ModelDownloadsLikesTags
Qwen/Qwen3-0.6BQwen18.4M1.3Ktransformers, safetensors
openai-community/gpt2Openai Community17.4M3.3Ktransformers, pytorch
Qwen/Qwen2.5-1.5B-InstructQwen14.5M704transformers, safetensors
Qwen/Qwen2.5-7B-InstructQwen13.2M1.3Ktransformers, safetensors
Qwen/Qwen3-8BQwen12.2M1.1Ktransformers, safetensors
meta-llama/Llama-3.1-8B-InstructMeta Llama10.7M5.9Ktransformers, safetensors
Qwen/Qwen2.5-3B-InstructQwen10.6M463transformers, safetensors
Qwen/Qwen3-4BQwen10.1M615transformers, safetensors
facebook/opt-125mFacebook10M254transformers, pytorch
meta-llama/Llama-3.2-1B-InstructMeta Llama8.1M1.4Ktransformers, safetensors
openai/gpt-oss-20bOpenai8M4.6Ktransformers, safetensors
Qwen/Qwen3-32BQwen7.1M693transformers, safetensors