MMODELYST

The terminal for AI research.

Which model wins, what it costs to run, how the numbers moved, and the research that moved them — every figure with a source. Press ⌘K to search.

● live · scores, prices & speed verified against Artificial Analysis · Jul 27, 2026

The frontier — right now

full chart · frontier table · cost calculator →
Capability vs price
gold staircase = nothing cheaper is better
$0.1$1$1020406080100blended price, USD per 1M tokens (log)capabilityClaude Opus 5 · Anthropic — $10, 98GPT-5.5 · OpenAI — $11.25, 97Claude Sonnet 5 · Anthropic — $4, 96Gemini 3.6 Flash · Google — $3, 96Grok 4.5 · SpaceXAI — $3, 96Claude Fable 5 · Anthropic — $20, 95GPT-5.4 · OpenAI — $5.63, 95Qwen3.7 Max · Alibaba — $3.75, 95GPT-5.2 · OpenAI — $4.81, 94GPT-5.6 Sol (max) · OpenAI — $11.25, 94Gemini 3.5 Flash · Google — $3.38, 94Gemini 3 Pro Preview · Google — $4.5, 94GPT-5.2 Codex · OpenAI — $4.81, 94GPT-5.6 Luna · OpenAI — $2.25, 94GPT-5.3 Codex · OpenAI — $4.81, 94DeepSeek V4 Pro · DeepSeek — $0.544, 93Muse Spark 1.1 · Meta — $2, 93Qwen3.6 Max Preview · Alibaba — $2.92, 93GPT-5.6 Terra (max) · OpenAI — $5.63, 93GPT-5.6 Sol · OpenAI — $11.25, 93Gemini 3 Flash Preview · Google — $1.13, 93Claude Opus 4.8 · Anthropic — $10, 92Grok 4.3 · xAI — $1.56, 92GPT-5.1 · OpenAI — $3.44, 92Grok Build 0.1 0616 · xAI — $1.25, 92Claude Opus 4.5 · Anthropic — $10, 91Qwen3.7 Plus · Alibaba — $0.7, 91GPT-5 · OpenAI — $3.44, 91Claude Opus 4.7 · Anthropic — $10, 91Qwen3.6 Plus · Alibaba — $1.13, 91GPT-5.6 Terra · OpenAI — $5.63, 90GPT-5 Codex · OpenAI — $3.44, 90Qwen3.5 397B A17B · Alibaba — $1.35, 90Grok 4.20 0309 · xAI — $3, 90GPT-5.4 mini · OpenAI — $1.69, 90GLM-5.1 · Z AI — $2.14, 90GLM-4.7 · Z AI — $1, 90Claude Opus 4.6 · Anthropic — $10, 89GLM-5 · Z AI — $1.55, 89Gemini 2.5 Pro Preview (May' 25) · Google — $3.44, 89MiniMax-M2.7 · MiniMax — $0.525, 89Kimi K2.5 · Kimi — $1.2, 89Grok 4.20 0309 v2 · xAI — $3, 89Kimi K2 Thinking · Kimi — $1.07, 88Inkling · Thinking Machines — $2.57, 88Kimi K2.7 Code · Kimi — $1.71, 88o3 · OpenAI — $3.5, 88GPT-5.1 Codex · OpenAI — $3.44, 88Grok 4 · xAI — $6, 88Agnes 2.5 Pro Alpha · Sapiens AI — $0.563, 87Qwen3.5 122B A10B · Alibaba — $1.1, 87GPT-5.4 nano · OpenAI — $0.463, 87MiniMax-M2.5 · MiniMax — $0.525, 87Nemotron 3 Ultra 550B A55B · NVIDIA — $1.18, 86Claude Sonnet 4.6 · Anthropic — $6, 86DeepSeek V3.2 · DeepSeek — $0.315, 86Qwen3.5 27B · Alibaba — $0.825, 86GPT-5.5 Instant (May 2026) · OpenAI — $11.25, 86Nex-N2-Pro · Nex AGI — $1, 85Qwen3.6 27B · Alibaba — $1.35, 85MiMo-V2.5 · Xiaomi — $0.175, 84Step 3.7 Flash · StepFun — $0.438, 84GPT-5.1 Codex mini · OpenAI — $0.688, 84Claude 4.5 Sonnet · Anthropic — $6, 83MiniMax-M2.1 · MiniMax — $0.525, 83KAT Coder Pro V2 · KwaiKAT — $0.525, 83o4-mini · OpenAI — $1.93, 82Nova 2.0 Pro Preview · Amazon — $3.44, 82Gemini 2.5 Pro · Google — $3.44, 82GPT-5.5 Instant (May 2026) · OpenAI — $11.25, 82Gemini 3.5 Flash-Lite · Google — $0.85, 82GPT-5 mini · OpenAI — $0.688, 82Grok 4 Fast · xAI — $0.275, 81Hy3-preview · tencent — $0.2, 81Qwen3 235B A22B 2507 · Alibaba — $2.63, 81Qwen3.6 35B A3B · Alibaba — $0.557, 80gpt-oss-120b · openai — $0.262, 80DeepSeek V3.1 Terminus · DeepSeek — $1.91, 80Qwen3.5 35B A3B · Alibaba — $0.688, 80MiniMax-M2 · MiniMax — $0.525, 80Mistral Medium 3.5 · Mistral — $3, 80Claude 4.1 Opus · Anthropic — $30, 79DeepSeek V3.2 Exp · DeepSeek — $0.315, 79Ring-2.6-1T · InclusionAI — $0.85, 79Step 3.5 Flash 2603 · StepFun — $0.15, 78Step 3.5 Flash · StepFun — $0.15, 78Gemini 3.1 Flash-Lite · Google — $0.563, 78Grok 3 mini Reasoning · xAI — $0.35, 78Claude 4 Sonnet · Anthropic — $6, 78Claude 4.5 Haiku · Anthropic — $2, 77NVIDIA Nemotron 3 Super 120B A12B · NVIDIA — $0.381, 76Nova 2.0 Lite · Amazon — $0.85, 75GLM-4.6 · Z AI — $0.963, 75Claude 4 Opus · Anthropic — $30, 75Qwen3 Next 80B A3B · Alibaba — $1.88, 75o1 · OpenAI — $26.25, 74Qwen3 Max Thinking (Preview) · Alibaba — $2.4, 74DeepSeek R1 0528 (May '25) · DeepSeek — $2.06, 74Qwen3 VL 235B A22B · Alibaba — $2.63, 74o3-mini · OpenAI — $1.93, 74Qwen3 Max · Alibaba — $2.4, 74Qwen3.5 Omni Plus · Alibaba — $1.5, 74Gemini 2.5 Flash · Google — $0.85, 73Mercury 2 · Inception — $0.375, 73Gemma 4 26B A4B · Google — $0.198, 73Gemma 4 12B · Google — $0.15, 72Qwen3.5 9B · Alibaba — $0.151, 72GPT-5 nano · OpenAI — $0.138, 71gpt-oss-20b · openai — $0.095, 71Nova 2.0 Omni · Amazon — $0.85, 71Cogito v2.1 · Deep Cogito — $1.25, 71Magistral Medium 1.2 · Mistral — $2.75, 71Trinity Large Thinking · Arcee AI — $0.395, 70Ling-2.6-1T · InclusionAI — $0.85, 70Seed-OSS-36B-Instruct · ByteDance Seed — $0.3, 70Qwen3 VL 32B · Alibaba — $2.63, 70GLM-4.7-Flash · Z AI — $0.153, 69Qwen3 Max (Preview) · Alibaba — $2.4, 68Qwen3 235B A22B 2507 Instruct · Alibaba — $1.23, 67GLM-4.5-Air · Z AI — $0.372, 67Qwen3 30B A3B 2507 · Alibaba — $0.75, 67Kimi K2 · Kimi — $1, 67GLM-5.2 · Z AI — $2.08, 66MiniMax M1 80k · MiniMax — $0.963, 66Kimi K2 0905 · Kimi — $1.07, 65Gemini 2.5 Flash-Lite Preview (Sep '25) · Google — $0.175, 65Llama Nemotron Super 49B v1.5 · NVIDIA — $0.4, 64Mistral Small 4 · Mistral — $0.262, 64Claude 3.5 Sonnet · Anthropic — $6, 64QwQ 32B · Alibaba — $0.745, 63GPT-4.1 · OpenAI — $3.5, 63DeepSeek V3.1 · DeepSeek — $0.84, 63Grok 3 · xAI — $8, 63Qwen3 235B A22B · Alibaba — $2.63, 62Qwen3 VL 30B A3B · Alibaba — $0.75, 62DeepSeek R1 (Jan '25) · DeepSeek — $2.43, 62Qwen3 VL 235B A22B Instruct · Alibaba — $1.23, 62DeepSeek V3 0324 · DeepSeek — $0.483, 61Qwen3 Coder 480B A35B Instruct · Alibaba — $3, 61Qwen3 Next 80B A3B Instruct · Alibaba — $0.875, 61Ling 2.6 Flash · InclusionAI — $0.15, 61GPT-5 (ChatGPT) · OpenAI — $3.44, 60GPT-4.1 mini · OpenAI — $0.7, 60Qwen3 Coder Next · Alibaba — $0.563, 60Magistral Small 1.2 · Mistral — $0.75, 60Qwen3 VL 32B Instruct · Alibaba — $1.23, 58Qwen3 32B · Alibaba — $2.63, 58GLM-4.6V · Z AI — $0.45, 58Hermes 4 - Llama-3.1 405B · Nous Research — $1.5, 58Gemini 2.5 Flash-Lite · Google — $0.175, 58Claude 3.5 Sonnet (June '24) · Anthropic — $6, 57Qwen3.5 Omni Flash · Alibaba — $0.275, 57GPT-4o (May '24) · OpenAI — $7.5, 57Llama 3.1 Nemotron Ultra 253B v1 · NVIDIA — $0.9, 56Qwen3 Omni 30B A3B · Alibaba — $0.43, 56Ring-flash-2.0 · InclusionAI — $0.247, 56Nemotron 3 Nano Omni 30B A3B Reasoning · NVIDIA — $0.131, 56Qwen3 30B A3B 2507 Instruct · Alibaba — $0.35, 55Qwen3 30B A3B · Alibaba — $0.75, 55GPT-3.5 Turbo · OpenAI — $0.75, 55Hermes 4 - Llama-3.1 70B · Nous Research — $0.198, 55NVIDIA Nemotron Nano 12B v2 VL · NVIDIA — $0.3, 54Ling-flash-2.0 · InclusionAI — $0.247, 54Mistral Large 3 · Mistral — $0.75, 54Qwen3 14B · Alibaba — $1.31, 54Qwen3 VL 30B A3B Instruct · Alibaba — $0.35, 54Mistral Medium 3.1 · Mistral — $0.8, 54Llama 4 Maverick · Meta — $0.415, 53Mistral Medium 3 · Mistral — $0.8, 51Llama 3.2 Instruct 90B (Vision) · Meta — $2.04, 51Qwen3 Coder 30B A3B Instruct · Alibaba — $0.9, 51GLM-4.5V · Z AI — $0.9, 51Nova Premier · Amazon — $5, 50DeepSeek V3 (Dec '24) · DeepSeek — $0.493, 50Qwen2.5 Turbo · Alibaba — $0.088, 50GPT-4o · OpenAI — $4.38, 50DeepSeek R1 Distill Llama 70B · DeepSeek — $0.787, 49NVIDIA-Nemotron-Nano-9B-v2 · nvidia — $0.07, 48ERNIE 4.5 300B A47B · Baidu — $0.485, 48Claude 3 Opus · Anthropic — $30, 48Mistral Small 3.2 · Mistral — $0.15, 47Qwen2.5 Instruct 72B · Alibaba — $0.48, 47Hermes 3 - Llama-3.1 70B · Nous Research — $0.7, 47GPT-4 Turbo · OpenAI — $15, 46Ministral 3 14B · Mistral — $0.2, 46Qwen3 VL 8B · Alibaba — $0.66, 46Jamba 1.6 Large · AI21 Labs — $3.5, 45GPT-4o mini · OpenAI — $0.262, 45Qwen3 8B · Alibaba — $0.66, 45Llama 3.3 Instruct 70B · Meta — $0.62, 45Jamba 1.5 Large · AI21 Labs — $3.5, 45Mistral Small (Sep '24) · Mistral — $0.3, 44Claude 3 Sonnet · Anthropic — $6, 44Sarvam 105B · Sarvam — $0.074, 44Llama 3.1 Instruct 405B · Meta — $4.38, 44Ministral 3 8B · Mistral — $0.15, 43Mistral Large (Feb '24) · Mistral — $6, 43GPT-4.1 nano · OpenAI — $0.175, 43GPT-4o (Nov '24) · OpenAI — $4.38, 43Llama 4 Scout · Meta — $0.3, 43phi-4 · microsoft — $0.219, 42Mistral Small 3.1 · Mistral — $0.15, 42Qwen3 Omni 30B A3B Instruct · Alibaba — $0.43, 42Qwen3 VL 8B Instruct · Alibaba — $0.31, 41Reka Flash 3 · Reka AI — $0.35, 41Nova Pro · Amazon — $1.4, 41Llama 3.1 Nemotron Instruct 70B · NVIDIA — $1.2, 40Mistral Large 2 (Jul '24) · Mistral — $3, 40Llama 3.1 Instruct 70B · Meta — $0.56, 38Ministral 3 3B · Mistral — $0.1, 38Nova Lite · Amazon — $0.105, 38Mistral Medium · Mistral — $4.09, 38Sarvam 30B · Sarvam — $0.047, 38Mistral Small 3 · Mistral — $0.15, 37Granite 4.0 H Small · IBM — $0.107, 37Mistral Small (Feb '24) · Mistral — $1.5, 36Olmo 3 7B Instruct · Allen Institute for AI — $0.125, 36Command-R+ (Apr '24) · Cohere — $6, 35Jamba 1.7 Large · AI21 Labs — $3.5, 35Llama 3 Instruct 70B · Meta — $1.18, 35Granite 4.1 8B · IBM — $0.063, 34Nova Micro · Amazon — $0.061, 33Gemma 3n E4B Instruct · Google — $0.075, 32Jamba 1.5 Mini · AI21 Labs — $0.25, 31Llama 3.1 Instruct 8B · Meta — $0.079, 31Mixtral 8x7B Instruct · Mistral — $0.512, 30Claude 3 Haiku · Anthropic — $0.5, 30Jamba 1.6 Mini · AI21 Labs — $0.25, 29Llama 3.2 Instruct 11B (Vision) · Meta — $0.357, 29Granite 3.3 8B · IBM — $0.085, 27Command-R (Mar '24) · Cohere — $0.75, 27Llama 3 Instruct 8B · Meta — $0.07, 26Apertus 70B Instruct · Swiss AI Initiative — $1.34, 25Apertus 8B Instruct · Swiss AI Initiative — $0.125, 23Llama 2 Chat 7B · Meta — $0.1, 22Solar Mini · Upstage — $0.15, 17Mistral 7B Instruct · Mistral — $0.25, 14Gemma 4 E4B · Google — $0.04, 45Qwen3.5 4B · Alibaba — $0.06, 60HyperNova 60B 2605 · Multiverse Computing — $0.065, 68NVIDIA Nemotron 3 Nano 30B A3B · NVIDIA — $0.088, 72MiMo-V2-Flash · Xiaomi — $0.15, 86DeepSeek V4 Flash · DeepSeek — $0.175, 89Hy3 · Tencent — $0.25, 92MiniMax-M3 · MiniMax — $0.525, 93MiMo-V2.5-Pro · Xiaomi — $0.544, 94Kimi K2.6 · Kimi — $1.71, 95GLM-5.2 (max) · Z AI — $2.15, 96GPT-5.6 Luna (max) · OpenAI — $2.25, 97Gemini 3.1 Pro Preview · Google — $4.5, 97Kimi K3 · Kimi — $6, 99Kimi K3Kimi K2.6DeepSeek V4 FlashNVIDIA Nemotron 3 Nano 30B A3BQwen3.5 4BGemma 4 E4B
#ModelCap$/1Mtok/s
1Kimi K399.2$633
2Claude Opus 597.7$1044
3Gemini 3.1 Pro Preview97.5$4.5132
4GPT-5.597.0$11.25—
5GPT-5.6 Luna (max)96.6$2.25171
6Claude Sonnet 596.4$483
7Gemini 3.6 Flash95.7$3219
8GLM-5.2 (max)95.6$2.15157
9Grok 4.595.6$356
10Claude Fable 594.9$2058
all 2,499 models →

This week

the full score ledger →
Score movers
14 days
Qwen3.5 2B▼ 13.1
GPQA Diamond: 45.6 → 32.5
Llama 3.2 Instruct 1B▲ 12.6
MATH: 14 → 26.6
Qwen3.5 4B▼ 9.1
GPQA Diamond: 77.1 → 68
LFM2 2.6B▲ 7.0
IFBench: 19.5 → 26.5
Granite 4.0 350M▼ 5.8
GPQA Diamond: 26.1 → 20.3
Ministral 3 3B▼ 5.7
GPQA Diamond: 35.8 → 30.1
Gemma 4 E4B▼ 5.4
GPQA Diamond: 57.6 → 52.2
Notable papers
all →
ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU
▲ 295 on HF · 6d ago
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable
▲ 226 on HF · 12d ago
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget
▲ 201 on HF · 11d ago
RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model
▲ 197 on HF · 7d ago
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding
▲ 169 on HF · 11d ago
Newest on the board
all →
Agnes 2.5 Pro Alphacap 87.1
Sapiens AI · Jul 24, 2026 · $0.563/1M
Claude Opus 5cap 97.7
Anthropic · Jul 24, 2026 · $10/1M
G9v3-3Bcap 43.4
AI9Stars · Jul 23, 2026
Gemini 3.5 Flash-Litecap 81.8
Google · Jul 21, 2026 · $0.85/1M
Gemini 3.6 Flashcap 95.7
Google · Jul 21, 2026 · $3/1M

The catalog

cross-linked — every entity connects
Models
2,499
Benchmarks
26
Papers
11,611
Leaderboards
19
Datasets
10
Lift links
43

Recent activity

full feed →
PAPS1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and GenerationyesterdayPAPWhen Does Muon Help Agentic Reinforcement Learning?yesterdayMDLQwen3.6-27B-NVFP4yesterdayMDLBonsai-27B-ggufyesterdayLDRAA Long-Context Reasoning Leaderboard1mo agoLDRTerminal-Bench Hard Leaderboard1mo agoEVLAA Long-Context Reasoning1mo agoEVLTerminal-Bench Hard1mo ago