Rankings — WorldAttention

Updated: Oct 22, 04:45 AM UTC

Model capability vs. weighted priceThe horizontal axis is logarithmic; models further left and higher up are stronger and less expensive.

As of Oct 22, 04:45 AM UTC

Choose models30/250

Models in this chart

Claude Opus 5.5Capability 97.83 · Data completeness 85%
Gemini 4 ArgonCapability 96.46 · Data completeness 65%
Claude Fable 5.1Capability 95.11 · Data completeness 85%
Muse WonderCapability 94.21 · Data completeness 50%
Claude Fable 5Capability 91.42 · Data completeness 100%
Claude Opus 5Capability 87.53 · Data completeness 100%
GPT-6 AstraCapability 84.27 · Data completeness 100%
Muse Spark 1.3Capability 83.34 · Data completeness 85%
GPT-6.1 SolCapability 79.38 · Data completeness 85%
Claude Sonnet 5.5Capability 78.32 · Data completeness 85%
GPT-5.6 SolCapability 75.11 · Data completeness 100%
Gemini 3.8 FlashCapability 67.26 · Data completeness 100%
Qwen3.8 MaxCapability 67.12 · Data completeness 100%
Kimi K3Capability 64.52 · Data completeness 100%
MiMo-V2.6-ProCapability 61.19 · Data completeness 65%
Grok 4.6Capability 60.93 · Data completeness 100%
GLM-5.3Capability 59.59 · Data completeness 100%
GPT-5.5Capability 59.54 · Data completeness 100%
GPT-5.6 TerraCapability 59.07 · Data completeness 100%
MiniMax-M3.1-FlashCapability 58.83 · Data completeness 30%
GPT-6 SolCapability 56.15 · Data completeness 65%
Claude Opus 4.7Capability 55.81 · Data completeness 85%
DeepSeek V4.1 FlashCapability 54.15 · Data completeness 85%
Ling 3.1 FlashCapability 52.29 · Data completeness 30%
Muse Spark 1.2Capability 51.16 · Data completeness 100%
Grok 4.7Capability 50.88 · Data completeness 85%
Claude Opus 4.8Capability 50.25 · Data completeness 100%
Qwen3.8 2.4T A95BCapability 48.07 · Data completeness 30%
Qwen3.8-Flash-NextCapability 46.84 · Data completeness 50%
GPT-5.4Capability 45.02 · Data completeness 100%
Claude Haiku 5.5Capability 43.31 · Data completeness 65%
Step 5Capability 40.37 · Data completeness 50%
Grok 4.5Capability 40.14 · Data completeness 100%
GLM-5.3-FlashCapability 39.96 · Data completeness 100%
DeepSeek V4 ProCapability 37.77 · Data completeness 100%
Claude Opus 4.6Capability 37.43 · Data completeness 85%
DeepSeek V4 Flash VisionCapability 36.93 · Data completeness 50%
Claude Sonnet 5Capability 36.74 · Data completeness 100%
Gemini 3.6 FlashCapability 32.37 · Data completeness 100%
Muse Spark 1.1Capability 31.66 · Data completeness 100%
GPT-5.6 LunaCapability 29.7 · Data completeness 100%
Muse Spark OpenCapability 29.26 · Data completeness 45%
Gemini 3 ProCapability 29.22 · Data completeness 50%
Agnes 2.5 Pro BetaCapability 29.06 · Data completeness 30%
Gemini 3.1 ProCapability 28.12 · Data completeness 100%
DeepSeek V4 FlashCapability 25.5 · Data completeness 100%
MiMo-V2.6-FlashCapability 24.85 · Data completeness 50%
GLM-5.2Capability 24.66 · Data completeness 100%
Beam 1.0Capability 22.43 · Data completeness 45%
Gemini 3.5 FlashCapability 22.24 · Data completeness 100%
GPT-6 LunaCapability 21.41 · Data completeness 65%
Qwen3.8 27BCapability 20.69 · Data completeness 85%
Qwen3.7 MaxCapability 20.32 · Data completeness 70%
GPT-5.3 CodexCapability 19.52 · Data completeness 30%
Claude Sonnet 4.6Capability 18.16 · Data completeness 100%
Claude Opus 4.5Capability 17.66 · Data completeness 70%
Mistral Large 4Capability 17.23 · Data completeness 70%
Gemini 3 FlashCapability 16.29 · Data completeness 50%
GPT-5.2Capability 15.66 · Data completeness 70%
GPT-5.2 CodexCapability 15.42 · Data completeness 50%
GLM-5.1Capability 14.46 · Data completeness 65%
MiMo-V2.5-ProCapability 14.34 · Data completeness 50%
GLM-5Capability 13.43 · Data completeness 50%
Qwen3.7 PlusCapability 10.4 · Data completeness 50%
Kimi K2.6Capability 9.52 · Data completeness 70%
Hy3Capability 9.41 · Data completeness 50%
GPT-5.1Capability 8.97 · Data completeness 50%
Qwen3.6 PlusCapability 8.82 · Data completeness 70%
MiniMax-M3Capability 8.26 · Data completeness 85%
Apodex 1.1Capability 8.01 · Data completeness 30%
Quasar 438BCapability 8.01 · Data completeness 30%
InklingCapability 7.89 · Data completeness 85%
Grok Build 0.1Capability 7.49 · Data completeness 50%
GPT-5.5 Instant (June 2026)Capability 6.95 · Data completeness 30%
Kimi K2.5Capability 6.92 · Data completeness 50%
Nemotron 3.5 Super VLCapability 6.69 · Data completeness 45%
Claude 4.5 SonnetCapability 6.02 · Data completeness 50%
Grok 4.20Capability 5.94 · Data completeness 30%
Grok 4.20 0309 v2Capability 5.94 · Data completeness 30%
GPT-5.4 miniCapability 5.5 · Data completeness 70%
Gemini 3.5 Flash-LiteCapability 5.15 · Data completeness 85%
Kimi K2.7 CodeCapability 4.73 · Data completeness 80%
GPT-5 CodexCapability 4.53 · Data completeness 30%
Grok 4.3Capability 4.41 · Data completeness 70%
GLM-4.7Capability 4.17 · Data completeness 50%
Solar Pro 4Capability 4.16 · Data completeness 50%
Gemini 2.5 ProCapability 4.14 · Data completeness 50%
Solar Mini 4Capability 3.68 · Data completeness 30%
Inkling SmallCapability 3.48 · Data completeness 50%
Nemotron 3 Ultra 550B A55BCapability 3.39 · Data completeness 50%
Claude 4.1 OpusCapability 3.28 · Data completeness 30%
GPT-5.1 CodexCapability 3.28 · Data completeness 30%
GPT-5.5 Instant (May 2026)Capability 3.28 · Data completeness 30%
Grok 4Capability 3.28 · Data completeness 30%
Ling-3.0-flash-FinCapability 3.28 · Data completeness 30%
Qwen3.5 397B A17BCapability 2.96 · Data completeness 65%
GPT-5Capability 2.71 · Data completeness 50%
o3-proCapability 2.54 · Data completeness 30%
MiMo-V2.5Capability 2.27 · Data completeness 50%
MiniMax-M2.7Capability 2.11 · Data completeness 50%
Qwen3.5 27BCapability 2.11 · Data completeness 50%
Kimi K2Capability 1.99 · Data completeness 50%
GPT-5.4 nanoCapability 1.87 · Data completeness 70%
MiniMax-M2.5Capability 1.84 · Data completeness 50%
Gemma 4 26B A4BCapability 1.63 · Data completeness 50%
Qwen3.6 27BCapability 1.58 · Data completeness 50%
DeepSeek V3.2Capability 1.46 · Data completeness 65%
Gemini 3.1 Flash-LiteCapability 1.17 · Data completeness 50%
Mistral Medium 3.5Capability 0.96 · Data completeness 50%
MiMo-V2-FlashCapability 0.85 · Data completeness 50%
MiniMax-M2.1Capability 0.85 · Data completeness 50%
Claude 4 OpusCapability 0.83 · Data completeness 30%
Claude 4.5 HaikuCapability 0.83 · Data completeness 30%
DeepSeek R1 0528 (May '25)Capability 0.83 · Data completeness 30%
Gemini 2.5 Pro Preview (May' 25)Capability 0.83 · Data completeness 30%
Gemma 4 12BCapability 0.83 · Data completeness 30%
GPT-4.1Capability 0.83 · Data completeness 30%
GPT-5.1 Codex miniCapability 0.83 · Data completeness 30%
Grok 3Capability 0.83 · Data completeness 30%
Ling 3.0 FlashCapability 0.83 · Data completeness 30%
Ling-2.6-1TCapability 0.83 · Data completeness 30%
LongCat 2.0Capability 0.83 · Data completeness 30%
Mercury 2.5Capability 0.83 · Data completeness 30%
MiniMax M1 80kCapability 0.83 · Data completeness 30%
Nemotron 3.5 LightningCapability 0.83 · Data completeness 30%
Nova 2.0 LiteCapability 0.83 · Data completeness 30%
Nova 2.0 ProCapability 0.83 · Data completeness 30%
o1-proCapability 0.83 · Data completeness 30%
o3Capability 0.83 · Data completeness 30%
o4-miniCapability 0.83 · Data completeness 30%
Qwen3 235B A22B 2507Capability 0.83 · Data completeness 30%
Qwen3 235B A22B 2507 InstructCapability 0.83 · Data completeness 30%
Qwen3.5 4BCapability 0.83 · Data completeness 30%
Qwen3.5 9BCapability 0.83 · Data completeness 30%
Qwen3.5 Omni FlashCapability 0.83 · Data completeness 30%
Qwen3.5 Omni PlusCapability 0.83 · Data completeness 30%
Qwen3.6 35B A3BCapability 0.83 · Data completeness 30%
Ring-2.6-1TCapability 0.83 · Data completeness 30%
Seed-OSS-36B-InstructCapability 0.83 · Data completeness 30%
Step 3.5 Flash 2603Capability 0.83 · Data completeness 30%
Step 3.7 FlashCapability 0.83 · Data completeness 30%
DeepSeek V3.1Capability 0.77 · Data completeness 50%
DeepSeek V3.1 TerminusCapability 0.77 · Data completeness 50%
Gemini 2.5 FlashCapability 0.77 · Data completeness 50%
GLM-4.6Capability 0.77 · Data completeness 50%
Grok 4 FastCapability 0.77 · Data completeness 50%
Muse GlimmerCapability 0.77 · Data completeness 50%
Qwen3.5 122B A10BCapability 0.77 · Data completeness 50%
GLM-4.7-FlashCapability 0.6 · Data completeness 50%
GPT-5 miniCapability 0.6 · Data completeness 50%
Grok 3 miniCapability 0.6 · Data completeness 50%
Nemotron 3 Super 120B A12BCapability 0.6 · Data completeness 50%
o1Capability 0.6 · Data completeness 50%
o3-miniCapability 0.6 · Data completeness 50%
Qwen3 Coder 480B A35B InstructCapability 0.6 · Data completeness 50%
Qwen3.5 35B A3BCapability 0.6 · Data completeness 50%
Step 3.5 FlashCapability 0.6 · Data completeness 50%
Mistral Large 3Capability 0.53 · Data completeness 50%
Qwen3 VL 235B A22B InstructCapability 0.53 · Data completeness 50%
Apertus 8B InstructCapability 0.46 · Data completeness 30%
Celeris-1Capability 0.46 · Data completeness 30%
Claude 3 HaikuCapability 0.46 · Data completeness 30%
Claude 3 OpusCapability 0.46 · Data completeness 30%
Claude 3.5 Sonnet (June '24)Capability 0.46 · Data completeness 30%
Claude 3.5 Sonnet (Oct '24)Capability 0.46 · Data completeness 30%
DeepSeek R1 (Jan '25)Capability 0.46 · Data completeness 30%
DeepSeek R1 Distill Llama 70BCapability 0.46 · Data completeness 30%
DeepSeek V3 (Dec '24)Capability 0.46 · Data completeness 30%
Gemini 2.5 Flash-Lite Preview (Sep '25)Capability 0.46 · Data completeness 30%
Gemma 4 E4BCapability 0.46 · Data completeness 30%
GPT-3.5 TurboCapability 0.46 · Data completeness 30%
GPT-4Capability 0.46 · Data completeness 30%
GPT-4 TurboCapability 0.46 · Data completeness 30%
GPT-4.1 miniCapability 0.46 · Data completeness 30%
GPT-4.1 nanoCapability 0.46 · Data completeness 30%
GPT-4o (Aug '24)Capability 0.46 · Data completeness 30%
GPT-4o (May '24)Capability 0.46 · Data completeness 30%
GPT-4o (Nov '24)Capability 0.46 · Data completeness 30%
GPT-4o miniCapability 0.46 · Data completeness 30%
Granite 3.3 8BCapability 0.46 · Data completeness 30%
Hermes 3 - Llama-3.1 70BCapability 0.46 · Data completeness 30%
Hermes 4 - Llama-3.1 405BCapability 0.46 · Data completeness 30%
Ling-flash-2.0Capability 0.46 · Data completeness 30%
Llama 2 Chat 7BCapability 0.46 · Data completeness 30%
Llama 3 Instruct 70BCapability 0.46 · Data completeness 30%
Llama 3 Instruct 8BCapability 0.46 · Data completeness 30%
Llama 3.1 Instruct 70BCapability 0.46 · Data completeness 30%
Llama 3.1 Instruct 8BCapability 0.46 · Data completeness 30%
Llama 3.2 Instruct 11B (Vision)Capability 0.46 · Data completeness 30%
Llama 3.3 Instruct 70BCapability 0.46 · Data completeness 30%
Llama 4 MaverickCapability 0.46 · Data completeness 30%
Llama 4 ScoutCapability 0.46 · Data completeness 30%
Magistral Small 1.2Capability 0.46 · Data completeness 30%
Ministral 3 14BCapability 0.46 · Data completeness 30%
Ministral 3 3BCapability 0.46 · Data completeness 30%
Ministral 3 8BCapability 0.46 · Data completeness 30%
Mistral Large (Feb '24)Capability 0.46 · Data completeness 30%
Mistral Large 2 (Jul '24)Capability 0.46 · Data completeness 30%
Mistral Medium 3Capability 0.46 · Data completeness 30%
Mistral Small 3Capability 0.46 · Data completeness 30%
Mistral Small 3.1Capability 0.46 · Data completeness 30%
Mistral Small 3.2Capability 0.46 · Data completeness 30%
Mistral Small 4Capability 0.46 · Data completeness 30%
Mixtral 8x7B InstructCapability 0.46 · Data completeness 30%
Nemotron 3 Nano Omni 30B A3BCapability 0.46 · Data completeness 30%
Nova LiteCapability 0.46 · Data completeness 30%
Nova MicroCapability 0.46 · Data completeness 30%
Nova ProCapability 0.46 · Data completeness 30%
NVIDIA Nemotron 3 Nano 30B A3BCapability 0.46 · Data completeness 30%
NVIDIA Nemotron Nano 9B V2Capability 0.46 · Data completeness 30%
Phi-4 Mini InstructCapability 0.46 · Data completeness 30%
Phi-4 Multimodal InstructCapability 0.46 · Data completeness 30%
Qwen2.5 TurboCapability 0.46 · Data completeness 30%
Qwen3 14BCapability 0.46 · Data completeness 30%
Qwen3 30B A3B 2507 InstructCapability 0.46 · Data completeness 30%
Qwen3 8BCapability 0.46 · Data completeness 30%
Qwen3 Coder 30B A3B InstructCapability 0.46 · Data completeness 30%
Qwen3 Coder NextCapability 0.46 · Data completeness 30%
Qwen3 Omni 30B A3BCapability 0.46 · Data completeness 30%
Qwen3 Omni 30B A3B InstructCapability 0.46 · Data completeness 30%
Qwen3 VL 30B A3BCapability 0.46 · Data completeness 30%
Qwen3 VL 30B A3B InstructCapability 0.46 · Data completeness 30%
Reka Flash (Sep '24)Capability 0.46 · Data completeness 30%
Reka Flash 3Capability 0.46 · Data completeness 30%
Sarvam 105BCapability 0.46 · Data completeness 30%
Solar MiniCapability 0.46 · Data completeness 30%
Solar Pro 3Capability 0.46 · Data completeness 30%
Trinity LargeCapability 0.46 · Data completeness 30%
GPT-5 nanoCapability 0.45 · Data completeness 50%
Granite 4.2 30BCapability 0.45 · Data completeness 50%
MiniMax-M2Capability 0.45 · Data completeness 50%
DeepSeek V3Capability 0.39 · Data completeness 50%
Gemini 2.5 Flash-LiteCapability 0.39 · Data completeness 50%
GLM-4.5-AirCapability 0.39 · Data completeness 50%
GLM-4.5VCapability 0.39 · Data completeness 50%
GLM-4.6VCapability 0.39 · Data completeness 50%
Qwen3 Next 80B A3BCapability 0.39 · Data completeness 50%
Qwen3 Next 80B A3B InstructCapability 0.39 · Data completeness 50%
gpt-oss-120bCapability 0.36 · Data completeness 65%
gpt-oss-20bCapability 0.26 · Data completeness 50%
Granite 4.2 3BCapability 0.26 · Data completeness 50%
Granite 4.2 8BCapability 0.26 · Data completeness 50%
Jamba 1.5 LargeCapability 0.26 · Data completeness 50%
Jamba 1.5 MiniCapability 0.26 · Data completeness 50%
Mercury 2Capability 0.26 · Data completeness 50%
Mistral 7B InstructCapability 0.26 · Data completeness 50%
Phi-4Capability 0.26 · Data completeness 50%
Qwen2.5 Instruct 72BCapability 0.26 · Data completeness 50%
Qwen3 30B A3BCapability 0.26 · Data completeness 50%
Qwen3 32BCapability 0.26 · Data completeness 50%
Muse Wonder FullNo price data
gpt-6.1-sol-maxNo price data
muse-wonder-1.0-maxNo price data
gpt-6-sol-maxNo price data
smaug-agenticNo price data
xiaomi MiMo V2.6 Flash RLNo price data
Gemini 3.7 FlashNo price data
smaug-flashNo price data
smaug-miniNo price data
GPT-5.2 Chat (20260210)No price data
Muse SparkNo price data
Grok 4.20 Beta 1No price data
inception Mercury 3No price data
GPT-5.5 InstantNo price data
Claude Opus 4.5 (20251101)No price data
Grok 4.20 Beta (Reasoning, 0309)No price data
Grok 4.20 Multi-Agent Beta (0309)No price data
ERNIE 5.1No price data
Grok 4.1No price data
Qwen3.5-MaxNo price data
JT-4.1 Flash 236B A21BNo price data
Motif 3No price data
Dola Seed 2.0 ProNo price data
Motif 3 (Beta)No price data
K2 Horizon 375B A23BNo price data
Claude Sonnet 4.5 (20250929)No price data
Claude Opus 4.1 (20250805)No price data
Claude Opus 4.1 (Thinking 16K, 20250805)No price data
ERNIE-5.0-Preview (1203)No price data
GPT-5.3 ChatNo price data
ERNIE 5.0 (0110)No price data
GPT-4.5 Preview (2025-02-27)No price data
Qwen3.6 MaxNo price data
gpt-6-luna-maxNo price data
ChatGPT-4o Latest (20250326)No price data
MiMo-V2-ProNo price data
Nex-N2-ProNo price data
GLM-5-TurboNo price data
ox-alpha-maxNo price data
K2 Horizon MoVA 36B A4BNo price data
Gemma 4 31BNo price data
Ling-3.0-flash-VLNo price data
Solar Open2 250BNo price data
MiMo-V2-OmniNo price data
MiMo-V2-Flash (Feb 2026)No price data
Beam 1.0 501B A23BNo price data
LongCat-Flash-Chat Exp (2602)No price data
nvidia Nemotron 3 UltraNo price data
GLM 5V TurboNo price data
G9v3-39A5BNo price data
KAT Coder Pro V2No price data
amazon-nova-experimental-chat (26-02-10)No price data
Claude Opus 4 (Thinking 16K, 20250514)No price data
GPT-5 ChatNo price data
Kimi K2.5 (Instant)No price data
NVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4)No price data
o3 (2025-04-16)No price data
A.X-K2No price data
amazon-nova-experimental-chat (26-01-10)No price data
Claude Haiku 4.5 (20251001)No price data
Claude Opus 4 (20250514)No price data
Claude Sonnet 4 (Thinking 32K, 20250514)No price data
DeepSeek-R1 (0528)No price data
ERNIE-5.0-Preview (1022)No price data
GPT-4.1 (2025-04-14)No price data
Grok 3 Preview (02-24)No price data
Grok 4 (0709)No price data
Kimi K2 Preview (0711)No price data
Kimi K2 Preview (0905)No price data
Mistral Medium 3.1 (2508)No price data
NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)No price data
o1 (2024-12-17)No price data
Qwen3-235B-A22B-Instruct (2507)No price data
Qwen3-Max (2025-09-23)No price data
Nemotron 3.5 Bolt 74B-A9BNo price data
Qwen3 MaxNo price data
amazon-nova-experimental-chat (11-10)No price data
amazon-nova-experimental-chat (12-10)No price data
Claude 3.5 Sonnet (20241022)No price data
Claude 3.7 Sonnet (20250219)No price data
Claude 3.7 Sonnet (Thinking 32K, 20250219)No price data
Claude Sonnet 4 (20250514)No price data
Command A (03-2025)No price data
DeepSeek-R1No price data
DeepSeek-V3 (0324)No price data
Gemini 2.0 Flash (001)No price data
Gemini 2.0 Flash-Lite Preview (02-05)No price data
Gemini 2.5 Flash-Lite Preview (Thinking, 06-17)No price data
Gemma 3 27B ITNo price data
GPT-4.1 mini (2025-04-14)No price data
Grok 3 Mini BetaNo price data
Hunyuan T1 (20250711)No price data
Hunyuan TurboS (20250416)No price data
Hunyuan Vision 1.5No price data
INTELLECT-3No price data
LongCat-Flash-ChatNo price data
MiniMax-M1No price data
Mistral Medium 3 (2505)No price data
Mistral Small 3.2 (2506)No price data
NVIDIA-Nemotron-3.5-Lightning-30B-A3B (NVFP4)No price data
o4-mini (2025-04-16)No price data
Qwen3-235B-A22B-Thinking (2507)No price data
Qwen3-30B-A3B-Instruct (2507)No price data
Qwen3.5-FlashNo price data
Trinity LargeNo price data
Trinity Large PreviewNo price data
Grok 4.1 FastNo price data
Apriel-v1.5-15B-ThinkerNo price data
Apriel-v1.6-15B-ThinkerNo price data
Claude 3.7 SonnetNo price data
Claude 4 SonnetNo price data
Command ANo price data
DeepSeek V3.2 SpecialeNo price data
Doubao Seed CodeNo price data
ERNIE 5.0No price data
EXAONE 4.5 33BNo price data
Gemini 2.5 Pro Preview (Mar' 25)No price data
Grok Code Fast 1No price data
HyperNova 60B 2605No price data
JT-35B-FlashNo price data
JT-MININo price data
K-EXAONENo price data
K-EXAONE 2.0No price data
K2 Horizon 3.7BNo price data
K2 Horizon 7BNo price data
KAT-Coder-Pro V1No price data
Magistral Medium 1.2No price data
MiniCPM5-2BNo price data
Nemotron Cascade 2 30B A3BNo price data
Nova 2.0 OmniNo price data
Qwen3 Max (Preview)No price data
Qwen3 VL 32BNo price data
SonarNo price data
Gemini 2.5 Flash Preview (Sep '25)No price data
GLM-4.5No price data
Alpaca 13BNo price data
Amazon Nova 2 LiteNo price data
Amazon Nova Lite 1.0No price data
Amazon Nova Micro 1.0No price data
Amazon Nova Pro 1.0No price data
amazon-nova-experimental-chat (10-09)No price data
amazon-nova-experimental-chat (10-20)No price data
Athene 70B (0725)No price data
Athene V2 ChatNo price data
Aya Expanse 32BNo price data
Aya Expanse 8BNo price data
ChatGLM 6BNo price data
ChatGLM2 6BNo price data
ChatGLM3 6BNo price data
Claude 3 Haiku (20240307)No price data
Claude 3 Opus (20240229)No price data
Claude 3 Sonnet (20240229)No price data
Claude 3.5 Haiku (20241022)No price data
Claude 3.5 Sonnet (20240620)No price data
Code Llama 34B InstructNo price data
Code Llama 70B InstructNo price data
Command RNo price data
Command R (08-2024)No price data
DBRX Instruct PreviewNo price data
DeepSeek-V2.5 (1210)No price data
Dolly 2.0 12BNo price data
Dolphin 2.2.1 Mistral 7BNo price data
Falcon 180B ChatNo price data
FastChat-T5 3BNo price data
Gemini 1.5 Flash (001)No price data
Gemini 1.5 Flash (002)No price data
Gemini 1.5 Flash-8B (001)No price data
Gemini 1.5 Pro (001)No price data
Gemini 1.5 Pro (002)No price data
Gemini Advanced (0514)No price data
Gemini ProNo price data
Gemini Pro (Dev API)No price data
Gemma 1.1 2B ITNo price data
Gemma 1.1 7B ITNo price data
Gemma 2 27B ITNo price data
Gemma 2 2B ITNo price data
Gemma 2 9B ITNo price data
Gemma 2 9B IT SimPONo price data
Gemma 2B ITNo price data
Gemma 3 12B ITNo price data
Gemma 3 4B ITNo price data
Gemma 3n E4B ITNo price data
Gemma 7B ITNo price data
GLM-4 (0520)No price data
GLM-4-PlusNo price data
GLM-4-Plus (0111)No price data
GPT-3.5 Turbo (0125)No price data
GPT-3.5 Turbo (1106)No price data
GPT-4 (0314)No price data
GPT-4 (0613)No price data
GPT-4 Turbo (2024-04-09)No price data
GPT-4 Turbo Preview (0125)No price data
GPT-4 Turbo Preview (1106)No price data
GPT-4.1 nano (2025-04-14)No price data
GPT-4o (2024-05-13)No price data
GPT-4o (2024-08-06)No price data
GPT-4o mini (2024-07-18)No price data
GPT4All 13B SnoozyNo price data
Granite 3.0 2B InstructNo price data
Granite 3.0 8B InstructNo price data
Granite 3.1 2B InstructNo price data
Granite 3.1 8B InstructNo price data
Grok 2 (2024-08-13)No price data
Grok 2 mini (2024-08-13)No price data
Guanaco 33BNo price data
Hunyuan Large (2025-02-10)No price data
Hunyuan Large VisionNo price data
Hunyuan Standard (2025-02-10)No price data
Hunyuan Standard 256KNo price data
Hunyuan Turbo (0110)No price data
Hunyuan TurboS (20250226)No price data
InternLM2.5 20B ChatNo price data
Koala 13BNo price data
Ling-flash-2.0No price data
LLaMA 13BNo price data
Llama 2 13B ChatNo price data
Llama 2 70B ChatNo price data
Llama 2 70B SteerLM ChatNo price data
Llama 2 7B ChatNo price data
Llama 3 70B InstructNo price data
Llama 3 8B InstructNo price data
Llama 3.1 405B Instruct (BF16)No price data
Llama 3.1 405B Instruct (FP8)No price data
Llama 3.1 70B InstructNo price data
Llama 3.1 8B InstructNo price data
Llama 3.1 Nemotron 51B InstructNo price data
Llama 3.1 Nemotron 70B InstructNo price data
Llama 3.1 Tulu 3 70BNo price data
Llama 3.1 Tulu 3 8BNo price data
Llama 3.2 1B InstructNo price data
Llama 3.2 3B InstructNo price data
Llama 3.3 70B InstructNo price data
Llama 3.3 Nemotron Super 49B v1.5No price data
Llama 4 Maverick 17B 128E InstructNo price data
Llama 4 Scout 17B 16E InstructNo price data
Magistral Medium (2506)No price data
MercuryNo price data
Ministral 8B (2410)No price data
Mistral 7B Instruct v0.2No price data
Mistral Large (2402)No price data
Mistral Large (2411)No price data
Mistral Large 2 (2407)No price data
Mistral Small 24B Instruct (2501)No price data
Mistral Small 3.1 24B Instruct (2503)No price data
Mixtral 8x22B Instruct v0.1No price data
Mixtral 8x7B Instruct v0.1No price data
MPT 30B ChatNo price data
MPT 7B ChatNo price data
Nemotron-4 340B InstructNo price data
Nous Hermes 2 Mixtral 8x7B DPONo price data
NVIDIA-Nemotron-3-Nano-30B-A3B (BF16)No price data
OLMo 2 32B Instruct (0325)No price data
OLMo 7B InstructNo price data
OpenAssistant Pythia 12BNo price data
OpenChat 3.5No price data
OpenChat 3.5 (0106)No price data
OpenHermes 2.5 Mistral 7BNo price data
Phi-3 Medium 4K InstructNo price data
Phi-3 Mini 128K InstructNo price data
Phi-3 Mini 4K InstructNo price data
Phi-3 Mini 4K Instruct (June 2024)No price data
Phi-3 Small 8K InstructNo price data
Qwen-14B-ChatNo price data
Qwen-Max (0919)No price data
Qwen-Plus (0125)No price data
Qwen1.5-14B-ChatNo price data
Qwen1.5-32B-ChatNo price data
Qwen1.5-4B-ChatNo price data
Qwen1.5-72B-ChatNo price data
Qwen1.5-7B-ChatNo price data
Qwen2.5-Plus (1127)No price data
Reka Core (20240904)No price data
Reka Flash (20240904)No price data
Reka Flash 21B (20240226)No price data
Reka Flash 21B (Online, 20240226)No price data
Ring-flash-2.0No price data
RWKV-4 Raven 14BNo price data
SmolLM2 1.7B InstructNo price data
Snowflake Arctic InstructNo price data
SOLAR 10.7B Instruct v1.0No price data
StableLM Tuned Alpha 7BNo price data
Starling LM 7B AlphaNo price data
Starling LM 7B BetaNo price data
Step-1o Turbo (202506)No price data
Step-2 16K Exp (202412)No price data
Step-3No price data
StripedHyena Nous 7BNo price data
Tulu 2 DPO 70BNo price data
Vicuna 13BNo price data
Vicuna 33BNo price data
Vicuna 7BNo price data
WizardLM 13BNo price data
WizardLM 70BNo price data
Yi 1.5 34B ChatNo price data
Yi 34B ChatNo price data
Yi LightningNo price data
Zephyr 7B AlphaNo price data
Zephyr 7B BetaNo price data
Zephyr ORPO 141B A35B v0.1No price data
Qwen3 VL 235B A22BNo price data
Qwen3 235B A22BNo price data
Apertus 70B InstructNo price data
Arctic InstructNo price data
Claude 2.0No price data
Claude 2.1No price data
Claude 3 SonnetNo price data
Claude 3.5 HaikuNo price data
Claude InstantNo price data
Command-R (Mar '24)No price data
Command-R+ (Apr '24)No price data
DBRX InstructNo price data
DeepHermes 3 - Llama-3.1 8BNo price data
DeepHermes 3 - Mistral 24BNo price data
DeepSeek Coder V2 Lite InstructNo price data
DeepSeek R1 0528 Qwen3 8BNo price data
DeepSeek R1 Distill Llama 8BNo price data
DeepSeek R1 Distill Qwen 1.5BNo price data
DeepSeek R1 Distill Qwen 14BNo price data
DeepSeek R1 Distill Qwen 32BNo price data
DeepSeek-V2-ChatNo price data
DeepSeek-V2.5 (Dec '24)No price data
Devstral 2No price data
Devstral MediumNo price data
Devstral Small (Jul '25)No price data
Devstral Small (May '25)No price data
Devstral Small 2No price data
DiffusionGemma 26B A4BNo price data
ERNIE 4.5 300B A47BNo price data
Exaone 4.0 1.2BNo price data
EXAONE 4.0 32BNo price data
Falcon-H1R-7BNo price data
G9v3-3BNo price data
Gemini 1.0 ProNo price data
Gemini 1.0 UltraNo price data
Gemini 1.5 Flash (May '24)No price data
Gemini 1.5 Flash (Sep '24)No price data
Gemini 1.5 Flash-8BNo price data
Gemini 1.5 Pro (May '24)No price data
Gemini 1.5 Pro (Sep '24)No price data
Gemini 2.0 FlashNo price data
Gemini 2.0 Flash (experimental)No price data
Gemini 2.0 Flash (Feb '25)No price data
Gemini 2.0 Flash-Lite (Feb '25)No price data
Gemini 2.0 Flash-Lite (Preview)No price data
Gemini 2.0 Pro Experimental (Feb '25)No price data
Gemma 3 12B InstructNo price data
Gemma 3 1B InstructNo price data
Gemma 3 270MNo price data
Gemma 3 27B InstructNo price data
Gemma 3 4B InstructNo price data
Gemma 3n E2B InstructNo price data
Gemma 3n E4B InstructNo price data
Gemma 3n E4B Instruct Preview (May '25)No price data
Gemma 4 E2BNo price data
GPT-4.5 (Preview)No price data
GPT-4o (ChatGPT)No price data
GPT-4o (March 2025, chatgpt-4o-latest)No price data
GPT-5 (ChatGPT)No price data
Granite 4.0 1BNo price data
Granite 4.0 350MNo price data
Granite 4.0 H 1BNo price data
Granite 4.0 H 350MNo price data
Granite 4.0 MicroNo price data
Granite 4.1 30BNo price data
Granite 4.1 3BNo price data
Grok 2 (Dec '24)No price data
Grok BetaNo price data
Grok-1No price data
Hermes 4 - Llama-3.1 70BNo price data
HyperCLOVA X SEED Think (32B)No price data
INTELLECT-3No price data
JambaNo price data
Jamba 1.6 LargeNo price data
Jamba 1.6 MiniNo price data
Jamba 1.7 LargeNo price data
Jamba 1.7 MiniNo price data
K2 Horizon 0.9BNo price data
K2 Think V2No price data
K2-V2No price data
Kimi Linear 48B A3B InstructNo price data
LFM 40BNo price data
LFM2 1.2BNo price data
LFM2 2.6BNo price data
LFM2 24B A2BNo price data
LFM2 8B A1BNo price data
LFM2.5-1.2BNo price data
LFM2.5-1.2B-InstructNo price data
LFM2.5-2.6BNo price data
LFM2.5-8B-A1BNo price data
LFM2.5-VL-1.6BNo price data
Ling 2.6 FlashNo price data
Ling 3.0 TinyNo price data
Ling-1TNo price data
Ling-mini-2.0No price data
Llama 2 Chat 13BNo price data
Llama 2 Chat 70BNo price data
Llama 3.1 Instruct 405BNo price data
Llama 3.1 Nemotron Instruct 70BNo price data
Llama 3.1 Nemotron Nano 4B v1.1No price data
Llama 3.1 Tulu3 405BNo price data
Llama 3.2 Instruct 1BNo price data
Llama 3.2 Instruct 3BNo price data
Llama 3.2 Instruct 90B (Vision)No price data
Llama 65BNo price data
Llama Nemotron Super 49B v1.5No price data
LongCat Flash LiteNo price data
Magistral Medium 1No price data
Magistral Small 1No price data
Mi:dm K 2.5 ProNo price data
MiniCPM-V 4.6 1.3BNo price data
MiniCPM5-1BNo price data
MiniMax M1 40kNo price data
Mistral Large 2 (Nov '24)No price data
Mistral Medium 3.1No price data
Mistral SabaNo price data
Mistral Small (Feb '24)No price data
Mistral Small (Sep '24)No price data
Mixtral 8x22B InstructNo price data
Molmo 7B-DNo price data
Motif-2-12.7BNo price data
Nanbeige4.1-3BNo price data
North Mini CodeNo price data
Nova PremierNo price data
NVIDIA Nemotron 3 Nano 4BNo price data
NVIDIA Nemotron Nano 12B v2 VLNo price data
OLMo 2 32BNo price data
OLMo 2 7BNo price data
Olmo 3 7B InstructNo price data
Olmo 3 7B ThinkNo price data
OpenChat 3.5 (1210)No price data
Phi-3 Mini Instruct 3.8BNo price data
Pixtral LargeNo price data
Qwen Chat 14BNo price data
Qwen Chat 72BNo price data
Qwen2.5 Coder Instruct 7BNo price data
Qwen2.5 Instruct 32BNo price data
Qwen3 0.6BNo price data
Qwen3 1.7BNo price data
Qwen3 30B A3B 2507No price data
Qwen3 4BNo price data
Qwen3 4B 2507No price data
Qwen3 4B 2507 InstructNo price data
Qwen3 VL 32B InstructNo price data
Qwen3 VL 4BNo price data
Qwen3 VL 4B InstructNo price data
Qwen3 VL 8BNo price data
Qwen3 VL 8B InstructNo price data
Qwen3.5 0.8BNo price data
Qwen3.5 2BNo price data
R1 1776No price data
Ring-1TNo price data
Ring-flash-2.0No price data
Sarvam 30BNo price data
Sarvam MNo price data
Solar Open 100BNo price data
Solar Pro 2No price data
Solar Pro 2 (Preview)No price data
Sonar ProNo price data
Step3 VL 10BNo price data
Tiny Aya GlobalNo price data
Tri-21B-thinkNo price data
Qwen2.5 MaxNo price data
DeepSeek LLM 67B Chat (V1)No price data
DeepSeek-Coder-V2No price data
DeepSeek-V2.5No price data
Granite 4.0 H SmallNo price data
Granite 4.1 8BNo price data
Llama 3.1 Nemotron Ultra 253B v1No price data
Llama 3.3 Nemotron Super 49B v1No price data
Mistral MediumNo price data
Molmo2-8BNo price data
o1-miniNo price data
Olmo 3 32B ThinkNo price data
Olmo 3.1 32B InstructNo price data
Olmo 3.1 32B ThinkNo price data
PALM-2No price data
Qwen1.5 Chat 110BNo price data
Qwen2 Instruct 72BNo price data
Qwen2.5 Coder Instruct 32BNo price data
QwQ 32BNo price data

Defaults to the top 30 by capability; add or remove any number of models.

Relative high-value zoneValue frontier for this selectionClick any model to see which models it eliminatesModel providersAnthropicGoogleMetaOpenAIAlibabaMoonshotXiaomixAIZ AIMiniMaxDeepSeek

Open license means a reported MIT, Apache or similar license; it does not establish that training data and code are open. Open weights includes licenses with additional restrictions. Missing or conflicting licenses remain unverified.

✓ Include models with limited overall evidence

Anthropic · 2026-09-22

Current rank: #1
Data sources: 4

Capabilities and license

Reasoning: 92.15; LiveBench · Reasoning · 2026-10-18
Coding: 89.25; LiveBench · Coding · 2026-10-18
Mathematics: 97.08; LiveBench · Mathematics · 2026-10-18
Agentic: 81.30; Mercor APEX · 2026-10-22
Human preference: 1508.75; Arena · Text style control (Elo) · 2026-10-22

Proprietary · Arena

Google · 2026-09-30

Current rank: #2
Data sources: 3

Capabilities and license

Reasoning: Not measured / insufficient evidence
Coding: Not measured / insufficient evidence
Mathematics: Not measured / insufficient evidence
Agentic: 87.40; Mercor APEX · 2026-10-22
Human preference: 1523.93; Arena · Text style control (Elo) · 2026-10-22

Proprietary · Arena

Meta · 2026-10-12

Current rank: #3
Data sources: 1

Capabilities and license

Reasoning: Not measured / insufficient evidence
Coding: Not measured / insufficient evidence
Mathematics: Not measured / insufficient evidence
Agentic: Not measured / insufficient evidence
Human preference: Not measured / insufficient evidence

Unverified

Category leaders · verified models in this domain

How model scores work

Full board

Claude Opus 5.5

Gemini 4 Argon

Muse Wonder Full

Claude Fable 5.1

Muse Wonder

Claude Fable 5

gpt-6.1-sol-max

Claude Opus 5

muse-wonder-1.0-max

GPT-6 Astra

Muse Spark 1.3

GPT-6.1 Sol

Claude Sonnet 5.5

gpt-6-sol-max

smaug-agentic

GPT-5.6 Sol

xiaomi MiMo V2.6 Flash RL

Gemini 3.7 Flash

Gemini 3.8 Flash

Qwen3.8 Max

Kimi K3

MiMo-V2.6-Pro

Grok 4.6

GLM-5.3

GPT-5.5

GPT-5.6 Terra

MiniMax-M3.1-Flash

GPT-6 Sol

Claude Opus 4.7

DeepSeek V4.1 Flash

smaug-flash

Ling 3.1 Flash

Muse Spark 1.2

Grok 4.7

Claude Opus 4.8

smaug-mini

Qwen3.8 2.4T A95B

Qwen3.8-Flash-Next

GPT-5.4

Claude Haiku 5.5

GPT-5.2 Chat (20260210)

Step 5

Grok 4.5

GLM-5.3-Flash

Muse Spark

DeepSeek V4 Pro

Claude Opus 4.6

DeepSeek V4 Flash Vision

Grok 4.20 Beta 1

Claude Sonnet 5

inception Mercury 3

GPT-5.5 Instant

Gemini 3.6 Flash

Muse Spark 1.1

Claude Opus 4.5 (20251101)

Grok 4.20 Beta (Reasoning, 0309)

Grok 4.20 Multi-Agent Beta (0309)

GPT-5.6 Luna

ERNIE 5.1

Muse Spark Open

Gemini 3 Pro

Agnes 2.5 Pro Beta

Gemini 3.1 Pro

Grok 4.1

Qwen3.5-Max

JT-4.1 Flash 236B A21B

DeepSeek V4 Flash

MiMo-V2.6-Flash

GLM-5.2

Beam 1.0

Gemini 3.5 Flash

GPT-6 Luna

Qwen3.8 27B

Qwen3.7 Max

Motif 3

Dola Seed 2.0 Pro

GPT-5.3 Codex