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 13, 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)capabilityGPT-5.5 · OpenAI — $11.25, 97Claude Sonnet 5 · Anthropic — $4, 97Grok 4.5 · SpaceXAI — $3, 96Qwen3.7 Max · Alibaba — $3.75, 95GPT-5.4 · OpenAI — $5.63, 95Claude Fable 5 · Anthropic — $20, 95GPT-5.2 · OpenAI — $4.81, 95Gemini 3.5 Flash · Google — $3.38, 95GPT-5.6 Sol (max) · OpenAI — $11.25, 94GPT-5.6 Luna · OpenAI — $2.25, 94GPT-5.2 Codex · OpenAI — $4.81, 94Gemini 3 Pro Preview · Google — $4.5, 94Qwen3.6 Max Preview · Alibaba — $2.92, 94GPT-5.3 Codex · OpenAI — $4.81, 94Muse Spark 1.1 · Meta — $2, 94DeepSeek V4 Pro · DeepSeek — $0.544, 94GPT-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, 92Grok Build 0.1 0616 · xAI — $1.25, 92GPT-5.1 · OpenAI — $3.44, 92Claude Opus 4.5 · Anthropic — $10, 92Qwen3.7 Plus · Alibaba — $0.7, 92GPT-5 · OpenAI — $3.44, 91Qwen3.6 Plus · Alibaba — $1.13, 91Claude Opus 4.7 · Anthropic — $10, 91GPT-5.6 Terra · OpenAI — $5.63, 91Grok 4.20 0309 · xAI — $3, 90Qwen3.5 397B A17B · Alibaba — $1.35, 90GPT-5 Codex · OpenAI — $3.44, 90GLM-5.1 · Z AI — $2.15, 90GPT-5.4 mini · OpenAI — $1.69, 90GLM-4.7 · Z AI — $1, 90Claude Opus 4.6 · Anthropic — $10, 90GLM-5 · Z AI — $1.55, 90Gemini 2.5 Pro Preview (May' 25) · Google — $3.44, 90Kimi K2.5 · Kimi — $1.2, 89MiniMax-M2.7 · MiniMax — $0.525, 89Grok 4.20 0309 v2 · xAI — $3, 89Kimi K2 Thinking · Kimi — $1.07, 89Kimi K2.7 Code · Kimi — $1.71, 88o3 · OpenAI — $3.5, 88GPT-5.1 Codex · OpenAI — $3.44, 88Grok 4 · xAI — $11, 88Qwen3.5 122B A10B · Alibaba — $1.1, 87GPT-5.4 nano · OpenAI — $0.463, 87MiniMax-M2.5 · MiniMax — $0.525, 87MiMo-V2-Pro · Xiaomi — $1.5, 87Nemotron 3 Ultra 550B A55B · NVIDIA — $1.18, 87Qwen3.5 27B · Alibaba — $0.825, 87GPT-5.5 Instant (May 2026) · OpenAI — $11.25, 87Claude Sonnet 4.6 · Anthropic — $6, 87DeepSeek V3.2 · DeepSeek — $0.315, 87Qwen3.6 27B · Alibaba — $1.35, 85Nex-N2-Pro · Nex AGI — $1, 85MiMo-V2.5 · Xiaomi — $0.175, 85Step 3.7 Flash · StepFun — $0.438, 84GPT-5.1 Codex mini · OpenAI — $0.688, 84MiniMax-M2.1 · MiniMax — $0.525, 84KAT-Coder-Pro V1 · KwaiKAT — $0.525, 84Claude 4.5 Sonnet · Anthropic — $6, 84KAT Coder Pro V2 · KwaiKAT — $0.525, 83MiMo-V2-Flash (Feb 2026) · Xiaomi — $0.15, 83o4-mini · OpenAI — $1.93, 83Nova 2.0 Pro Preview · Amazon — $3.44, 83GPT-5.5 Instant (May 2026) · OpenAI — $11.25, 82Gemini 2.5 Pro · Google — $3.44, 82MiMo-V2-Omni-0327 · Xiaomi — $0.8, 82GPT-5 mini · OpenAI — $0.688, 82Hy3-preview · tencent — $0.2, 82Grok 4 Fast · xAI — $0.275, 82Qwen3 235B A22B 2507 · Alibaba — $2.63, 81Qwen3.6 35B A3B · Alibaba — $0.557, 81gpt-oss-120b · openai — $0.262, 81Qwen3.5 35B A3B · Alibaba — $0.688, 81DeepSeek V3.1 Terminus · DeepSeek — $1.91, 81Mistral Medium 3.5 · Mistral — $3, 81MiniMax-M2 · MiniMax — $0.525, 81Claude 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, 79Step 3.5 Flash · StepFun — $0.15, 79Gemini 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, 76GLM-4.6 · Z AI — $0.963, 75Claude 4 Opus · Anthropic — $30, 75Qwen3 Next 80B A3B · Alibaba — $1.88, 75o1 · OpenAI — $26.25, 75Qwen3 Max Thinking (Preview) · Alibaba — $2.4, 74DeepSeek R1 0528 (May '25) · DeepSeek — $2.06, 74Qwen3 VL 235B A22B · Alibaba — $2.63, 74Qwen3.5 Omni Plus · Alibaba — $1.5, 74o3-mini · OpenAI — $1.93, 74Qwen3 Max · Alibaba — $2.4, 74Mercury 2 · Inception — $0.375, 74Gemma 4 26B A4B · Google — $0.198, 74Gemini 2.5 Flash · Google — $0.85, 74GLM-4.5 · Z AI — $1, 72Gemma 4 12B · Google — $0.15, 72GPT-5 nano · OpenAI — $0.138, 72gpt-oss-20b · openai — $0.088, 72Nova 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, 71Ling-2.6-1T · InclusionAI — $0.85, 71Seed-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, 68Qwen3 30B A3B 2507 · Alibaba — $0.75, 67GLM-4.5-Air · Z AI — $0.372, 67GLM-5.2 · Z AI — $3.16, 67Kimi K2 · Kimi — $1.04, 67MiniMax M1 80k · MiniMax — $0.963, 66Kimi K2 0905 · Kimi — $1.07, 66Gemini 2.5 Flash-Lite Preview (Sep '25) · Google — $0.175, 65Mistral Small 4 · Mistral — $0.262, 65Llama Nemotron Super 49B v1.5 · NVIDIA — $0.4, 65Claude 3.5 Sonnet · Anthropic — $6, 64QwQ 32B · Alibaba — $0.745, 64DeepSeek V3.1 · DeepSeek — $0.84, 63GPT-4.1 · OpenAI — $3.5, 63Grok 3 · xAI — $8, 63Qwen3 VL 30B A3B · Alibaba — $0.75, 62Qwen3 235B A22B · Alibaba — $2.63, 62DeepSeek R1 (Jan '25) · DeepSeek — $2.43, 62Qwen3 VL 235B A22B Instruct · Alibaba — $1.23, 62DeepSeek V3 0324 · DeepSeek — $1.21, 61Ling 2.6 Flash · InclusionAI — $0.15, 61Qwen3 Coder 480B A35B Instruct · Alibaba — $3, 61Qwen3 Next 80B A3B Instruct · Alibaba — $0.875, 61Qwen3 Coder Next · Alibaba — $0.563, 61GPT-5 (ChatGPT) · OpenAI — $3.44, 61Magistral Small 1.2 · Mistral — $0.75, 61GPT-4.1 mini · OpenAI — $0.7, 61Qwen3 VL 32B Instruct · Alibaba — $1.23, 58GLM-4.6V · Z AI — $0.45, 58Qwen3 32B · Alibaba — $2.63, 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, 58Qwen3.5 Omni Flash · Alibaba — $0.275, 57GPT-4o (May '24) · OpenAI — $7.5, 57Nemotron 3 Nano Omni 30B A3B Reasoning · NVIDIA — $0.131, 56Llama 3.1 Nemotron Ultra 253B v1 · NVIDIA — $0.9, 56Ring-flash-2.0 · InclusionAI — $0.247, 56Qwen3 Omni 30B A3B · Alibaba — $0.43, 56Qwen3 30B A3B 2507 Instruct · Alibaba — $0.35, 56Qwen3 30B A3B · Alibaba — $0.75, 55Hermes 4 - Llama-3.1 70B · Nous Research — $0.198, 55NVIDIA Nemotron Nano 12B v2 VL · NVIDIA — $0.3, 55Ling-flash-2.0 · InclusionAI — $0.247, 55GPT-3.5 Turbo · OpenAI — $0.75, 55Mistral Large 3 · Mistral — $0.75, 54Qwen3 VL 30B A3B Instruct · Alibaba — $0.35, 54Qwen3 14B · Alibaba — $1.31, 54Gemini 2.0 Flash (Feb '25) · Google — $0.262, 54Mistral Medium 3.1 · Mistral — $0.8, 54Llama 4 Maverick · Meta — $0.475, 54Mistral Medium 3 · Mistral — $0.8, 52Llama 3.2 Instruct 90B (Vision) · Meta — $1.38, 52Qwen3 Coder 30B A3B Instruct · Alibaba — $0.9, 51GLM-4.5V · Z AI — $0.9, 51Nova Premier · Amazon — $5, 50DeepSeek V3 (Dec '24) · DeepSeek — $0.523, 50GPT-4o · OpenAI — $4.38, 50Qwen2.5 Turbo · Alibaba — $0.088, 50DeepSeek R1 Distill Llama 70B · DeepSeek — $0.787, 49NVIDIA-Nemotron-Nano-9B-v2 · nvidia — $0.07, 49ERNIE 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, 46Claude 3.5 Haiku · Anthropic — $1.6, 46Jamba 1.6 Large · AI21 Labs — $3.5, 46GPT-4o mini · OpenAI — $0.262, 45Qwen3 8B · Alibaba — $0.66, 45Llama 3.3 Instruct 70B · Meta — $0.612, 45Sarvam 105B · Sarvam — $0.074, 45Jamba 1.5 Large · AI21 Labs — $3.5, 45Claude 3 Sonnet · Anthropic — $6, 45Mistral Small (Sep '24) · Mistral — $0.3, 45Llama 3.1 Instruct 405B · Meta — $3.69, 44Ministral 3 8B · Mistral — $0.15, 44Devstral Medium · Mistral — $0.8, 44Mistral Large (Feb '24) · Mistral — $6, 43GPT-4.1 nano · OpenAI — $0.175, 43Pixtral Large · Mistral — $3, 43Mistral Large 2 (Nov '24) · Mistral — $3, 43Llama 4 Scout · Meta — $0.292, 43GPT-4o (Nov '24) · OpenAI — $4.38, 43Mistral Small 3.1 · Mistral — $0.15, 42phi-4 · microsoft — $0.219, 42Qwen3 Omni 30B A3B Instruct · Alibaba — $0.43, 42Devstral Small (Jul '25) · Mistral — $0.15, 42Qwen3 VL 8B Instruct · Alibaba — $0.31, 42Reka 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, 38Nova Lite · Amazon — $0.105, 38Mistral Medium · Mistral — $4.09, 38Ministral 3 3B · Mistral — $0.1, 38Mistral Small 3 · Mistral — $0.15, 37Granite 4.0 H Small · IBM — $0.107, 37Olmo 3 7B Instruct · Allen Institute for AI — $0.125, 37Mistral Small (Feb '24) · Mistral — $1.5, 37Command-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, 34Jamba 1.5 Mini · AI21 Labs — $0.25, 31Llama 3.1 Instruct 8B · Meta — $0.08, 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 — $0.345, 29LFM2 24B A2B · Liquid AI — $0.052, 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, 26Llama 3.2 Instruct 3B · Meta — $0.15, 25Apertus 8B Instruct · Swiss AI Initiative — $0.125, 23Llama 2 Chat 7B · Meta — $0.1, 23Solar Mini · Upstage — $0.15, 16Llama 3.2 Instruct 1B · Meta — $0.05, 16Mistral 7B Instruct · Mistral — $0.25, 14Gemma 3n E4B Instruct · Google — $0.025, 32Sarvam 30B · Sarvam — $0.047, 38Qwen3.5 4B · Alibaba — $0.06, 64HyperNova 60B 2605 · Multiverse Computing — $0.065, 68NVIDIA Nemotron 3 Nano 30B A3B · NVIDIA — $0.088, 72Qwen3.5 9B · Alibaba — $0.113, 72MiMo-V2-Flash · Xiaomi — $0.15, 86DeepSeek V4 Flash · DeepSeek — $0.175, 90MiniMax-M3 · MiniMax — $0.525, 94MiMo-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 — $4.5, 98Gemini 3.1 Pro PreviewDeepSeek V4 FlashQwen3.5 9BQwen3.5 4BSarvam 30BGemma 3n E4B Instruct
#ModelCap$/1Mtok/s
1Gemini 3.1 Pro Preview97.5$4.5140
2GPT-5.6 Luna (max)97.1$2.25234
3GPT-5.597.0$11.2572
4Claude Sonnet 596.7$479
5Grok 4.596.0$3110
6GLM-5.2 (max)95.9$2.15200
7Qwen3.7 Max95.0$3.75197
8GPT-5.494.9$5.63161
9Claude Fable 594.9$2065
10Kimi K2.694.9$1.7143
all 2,482 models →

This week

the full score ledger →
Score movers
14 days
GPT-5 mini▼ 14.6
LiveCodeBench: 83.8 → 69.2
GPT-5.5 Instant (May 2026)▲ 8.3
AA Long-Context Reasoning: 55.7 → 64
GPT-5 mini▼ 5.7
AIME: 90.7 → 85
GPT-5 mini▼ 5.1
Humanity's Last Exam: 19.7 → 14.6
GPT-5 mini▼ 4.5
Terminal-Bench Hard: 33.3 → 28.8
GPT-5 mini▼ 4.2
IFBench: 75.4 → 71.2
GPT-5 mini▲ 2.7
τ²-bench: 68.4 → 71.1
Notable papers
all →
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
▲ 161 on HF · 11d ago
Vidu S1: A Real-Time Interactive Video Generation Model
▲ 127 on HF · 7d ago
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation
▲ 89 on HF · 9d ago
AlayaWorld: Long-Horizon and Playable Video World Generation
▲ 85 on HF · 9d ago
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning
▲ 84 on HF · 8d ago
Newest on the board
all →
GPT-5.6 Solcap 93.1
OpenAI · Jul 9, 2026 · $11.25/1M
GPT-5.6 Terracap 90.6
OpenAI · Jul 9, 2026 · $5.63/1M
GPT-5.6 Terra (max)cap 93.4
OpenAI · Jul 9, 2026 · $5.63/1M
GPT-5.6 Sol (max)cap 94.5
OpenAI · Jul 9, 2026 · $11.25/1M
GPT-5.6 Luna (max)cap 97.1
OpenAI · Jul 9, 2026 · $2.25/1M

The catalog

cross-linked — every entity connects
Models
2,482
Benchmarks
26
Papers
11,383
Leaderboards
19
Datasets
10
Lift links
43

Recent activity

full feed →
PAPMultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering4d agoPAPOrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers4d agoMDLGLM-5.2-FP84d agoMDLGLM-5.24d agoLDRAA Long-Context Reasoning Leaderboard1mo agoLDRTerminal-Bench Hard Leaderboard1mo agoEVLAA Long-Context Reasoning1mo agoEVLTerminal-Bench Hard1mo ago