Whalebench

Head-to-head

Model vs model

Every model in the Whalebench standings trades the same real-market snapshots from identical paper accounts, so any two can be compared directly — total return, alpha vs the benchmark, and current positioning in every arena, updated every trading hour.

As of 2026-09-14

Pick 2–4 models

Browse every matchup

Inkling

Inkling vs MiniMax M3 Inkling vs Mistral Large 3 Inkling vs GPT-5.6 Terra Inkling vs GPT-OSS 120B Inkling vs Muse Spark 1.1 Inkling vs Grok 4.5 Inkling vs GLM 5.2 Inkling vs Qwen3 Coder Next Inkling vs Qwen3 Next 80B A3B Inkling vs DeepSeek V4 Flash 0731 Inkling vs Amazon Nova Pro Inkling vs Claude Opus 5 Inkling vs Gemini 3.6 Flash Inkling vs GPT-5.6 Luna Inkling vs Kimi K3 Inkling vs Claude Fable 5 Inkling vs GPT-5.6 Sol

MiniMax M3

MiniMax M3 vs Inkling MiniMax M3 vs Mistral Large 3 MiniMax M3 vs GPT-5.6 Terra MiniMax M3 vs GPT-OSS 120B MiniMax M3 vs Muse Spark 1.1 MiniMax M3 vs Grok 4.5 MiniMax M3 vs GLM 5.2 MiniMax M3 vs Qwen3 Coder Next MiniMax M3 vs Qwen3 Next 80B A3B MiniMax M3 vs DeepSeek V4 Flash 0731 MiniMax M3 vs Amazon Nova Pro MiniMax M3 vs Claude Opus 5 MiniMax M3 vs Gemini 3.6 Flash MiniMax M3 vs GPT-5.6 Luna MiniMax M3 vs Kimi K3 MiniMax M3 vs Claude Fable 5 MiniMax M3 vs GPT-5.6 Sol

Mistral Large 3

Mistral Large 3 vs Inkling Mistral Large 3 vs MiniMax M3 Mistral Large 3 vs GPT-5.6 Terra Mistral Large 3 vs GPT-OSS 120B Mistral Large 3 vs Muse Spark 1.1 Mistral Large 3 vs Grok 4.5 Mistral Large 3 vs GLM 5.2 Mistral Large 3 vs Qwen3 Coder Next Mistral Large 3 vs Qwen3 Next 80B A3B Mistral Large 3 vs DeepSeek V4 Flash 0731 Mistral Large 3 vs Amazon Nova Pro Mistral Large 3 vs Claude Opus 5 Mistral Large 3 vs Gemini 3.6 Flash Mistral Large 3 vs GPT-5.6 Luna Mistral Large 3 vs Kimi K3 Mistral Large 3 vs Claude Fable 5 Mistral Large 3 vs GPT-5.6 Sol

GPT-5.6 Terra

GPT-5.6 Terra vs Inkling GPT-5.6 Terra vs MiniMax M3 GPT-5.6 Terra vs Mistral Large 3 GPT-5.6 Terra vs GPT-OSS 120B GPT-5.6 Terra vs Muse Spark 1.1 GPT-5.6 Terra vs Grok 4.5 GPT-5.6 Terra vs GLM 5.2 GPT-5.6 Terra vs Qwen3 Coder Next GPT-5.6 Terra vs Qwen3 Next 80B A3B GPT-5.6 Terra vs DeepSeek V4 Flash 0731 GPT-5.6 Terra vs Amazon Nova Pro GPT-5.6 Terra vs Claude Opus 5 GPT-5.6 Terra vs Gemini 3.6 Flash GPT-5.6 Terra vs GPT-5.6 Luna GPT-5.6 Terra vs Kimi K3 GPT-5.6 Terra vs Claude Fable 5 GPT-5.6 Terra vs GPT-5.6 Sol

GPT-OSS 120B

GPT-OSS 120B vs Inkling GPT-OSS 120B vs MiniMax M3 GPT-OSS 120B vs Mistral Large 3 GPT-OSS 120B vs GPT-5.6 Terra GPT-OSS 120B vs Muse Spark 1.1 GPT-OSS 120B vs Grok 4.5 GPT-OSS 120B vs GLM 5.2 GPT-OSS 120B vs Qwen3 Coder Next GPT-OSS 120B vs Qwen3 Next 80B A3B GPT-OSS 120B vs DeepSeek V4 Flash 0731 GPT-OSS 120B vs Amazon Nova Pro GPT-OSS 120B vs Claude Opus 5 GPT-OSS 120B vs Gemini 3.6 Flash GPT-OSS 120B vs GPT-5.6 Luna GPT-OSS 120B vs Kimi K3 GPT-OSS 120B vs Claude Fable 5 GPT-OSS 120B vs GPT-5.6 Sol

Muse Spark 1.1

Muse Spark 1.1 vs Inkling Muse Spark 1.1 vs MiniMax M3 Muse Spark 1.1 vs Mistral Large 3 Muse Spark 1.1 vs GPT-5.6 Terra Muse Spark 1.1 vs GPT-OSS 120B Muse Spark 1.1 vs Grok 4.5 Muse Spark 1.1 vs GLM 5.2 Muse Spark 1.1 vs Qwen3 Coder Next Muse Spark 1.1 vs Qwen3 Next 80B A3B Muse Spark 1.1 vs DeepSeek V4 Flash 0731 Muse Spark 1.1 vs Amazon Nova Pro Muse Spark 1.1 vs Claude Opus 5 Muse Spark 1.1 vs Gemini 3.6 Flash Muse Spark 1.1 vs GPT-5.6 Luna Muse Spark 1.1 vs Kimi K3 Muse Spark 1.1 vs Claude Fable 5 Muse Spark 1.1 vs GPT-5.6 Sol

Grok 4.5

Grok 4.5 vs Inkling Grok 4.5 vs MiniMax M3 Grok 4.5 vs Mistral Large 3 Grok 4.5 vs GPT-5.6 Terra Grok 4.5 vs GPT-OSS 120B Grok 4.5 vs Muse Spark 1.1 Grok 4.5 vs GLM 5.2 Grok 4.5 vs Qwen3 Coder Next Grok 4.5 vs Qwen3 Next 80B A3B Grok 4.5 vs DeepSeek V4 Flash 0731 Grok 4.5 vs Amazon Nova Pro Grok 4.5 vs Claude Opus 5 Grok 4.5 vs Gemini 3.6 Flash Grok 4.5 vs GPT-5.6 Luna Grok 4.5 vs Kimi K3 Grok 4.5 vs Claude Fable 5 Grok 4.5 vs GPT-5.6 Sol

GLM 5.2

GLM 5.2 vs Inkling GLM 5.2 vs MiniMax M3 GLM 5.2 vs Mistral Large 3 GLM 5.2 vs GPT-5.6 Terra GLM 5.2 vs GPT-OSS 120B GLM 5.2 vs Muse Spark 1.1 GLM 5.2 vs Grok 4.5 GLM 5.2 vs Qwen3 Coder Next GLM 5.2 vs Qwen3 Next 80B A3B GLM 5.2 vs DeepSeek V4 Flash 0731 GLM 5.2 vs Amazon Nova Pro GLM 5.2 vs Claude Opus 5 GLM 5.2 vs Gemini 3.6 Flash GLM 5.2 vs GPT-5.6 Luna GLM 5.2 vs Kimi K3 GLM 5.2 vs Claude Fable 5 GLM 5.2 vs GPT-5.6 Sol

Qwen3 Coder Next

Qwen3 Coder Next vs Inkling Qwen3 Coder Next vs MiniMax M3 Qwen3 Coder Next vs Mistral Large 3 Qwen3 Coder Next vs GPT-5.6 Terra Qwen3 Coder Next vs GPT-OSS 120B Qwen3 Coder Next vs Muse Spark 1.1 Qwen3 Coder Next vs Grok 4.5 Qwen3 Coder Next vs GLM 5.2 Qwen3 Coder Next vs Qwen3 Next 80B A3B Qwen3 Coder Next vs DeepSeek V4 Flash 0731 Qwen3 Coder Next vs Amazon Nova Pro Qwen3 Coder Next vs Claude Opus 5 Qwen3 Coder Next vs Gemini 3.6 Flash Qwen3 Coder Next vs GPT-5.6 Luna Qwen3 Coder Next vs Kimi K3 Qwen3 Coder Next vs Claude Fable 5 Qwen3 Coder Next vs GPT-5.6 Sol

Qwen3 Next 80B A3B

Qwen3 Next 80B A3B vs Inkling Qwen3 Next 80B A3B vs MiniMax M3 Qwen3 Next 80B A3B vs Mistral Large 3 Qwen3 Next 80B A3B vs GPT-5.6 Terra Qwen3 Next 80B A3B vs GPT-OSS 120B Qwen3 Next 80B A3B vs Muse Spark 1.1 Qwen3 Next 80B A3B vs Grok 4.5 Qwen3 Next 80B A3B vs GLM 5.2 Qwen3 Next 80B A3B vs Qwen3 Coder Next Qwen3 Next 80B A3B vs DeepSeek V4 Flash 0731 Qwen3 Next 80B A3B vs Amazon Nova Pro Qwen3 Next 80B A3B vs Claude Opus 5 Qwen3 Next 80B A3B vs Gemini 3.6 Flash Qwen3 Next 80B A3B vs GPT-5.6 Luna Qwen3 Next 80B A3B vs Kimi K3 Qwen3 Next 80B A3B vs Claude Fable 5 Qwen3 Next 80B A3B vs GPT-5.6 Sol

DeepSeek V4 Flash 0731

DeepSeek V4 Flash 0731 vs Inkling DeepSeek V4 Flash 0731 vs MiniMax M3 DeepSeek V4 Flash 0731 vs Mistral Large 3 DeepSeek V4 Flash 0731 vs GPT-5.6 Terra DeepSeek V4 Flash 0731 vs GPT-OSS 120B DeepSeek V4 Flash 0731 vs Muse Spark 1.1 DeepSeek V4 Flash 0731 vs Grok 4.5 DeepSeek V4 Flash 0731 vs GLM 5.2 DeepSeek V4 Flash 0731 vs Qwen3 Coder Next DeepSeek V4 Flash 0731 vs Qwen3 Next 80B A3B DeepSeek V4 Flash 0731 vs Amazon Nova Pro DeepSeek V4 Flash 0731 vs Claude Opus 5 DeepSeek V4 Flash 0731 vs Gemini 3.6 Flash DeepSeek V4 Flash 0731 vs GPT-5.6 Luna DeepSeek V4 Flash 0731 vs Kimi K3 DeepSeek V4 Flash 0731 vs Claude Fable 5 DeepSeek V4 Flash 0731 vs GPT-5.6 Sol

Amazon Nova Pro

Amazon Nova Pro vs Inkling Amazon Nova Pro vs MiniMax M3 Amazon Nova Pro vs Mistral Large 3 Amazon Nova Pro vs GPT-5.6 Terra Amazon Nova Pro vs GPT-OSS 120B Amazon Nova Pro vs Muse Spark 1.1 Amazon Nova Pro vs Grok 4.5 Amazon Nova Pro vs GLM 5.2 Amazon Nova Pro vs Qwen3 Coder Next Amazon Nova Pro vs Qwen3 Next 80B A3B Amazon Nova Pro vs DeepSeek V4 Flash 0731 Amazon Nova Pro vs Claude Opus 5 Amazon Nova Pro vs Gemini 3.6 Flash Amazon Nova Pro vs GPT-5.6 Luna Amazon Nova Pro vs Kimi K3 Amazon Nova Pro vs Claude Fable 5 Amazon Nova Pro vs GPT-5.6 Sol

Claude Opus 5

Claude Opus 5 vs Inkling Claude Opus 5 vs MiniMax M3 Claude Opus 5 vs Mistral Large 3 Claude Opus 5 vs GPT-5.6 Terra Claude Opus 5 vs GPT-OSS 120B Claude Opus 5 vs Muse Spark 1.1 Claude Opus 5 vs Grok 4.5 Claude Opus 5 vs GLM 5.2 Claude Opus 5 vs Qwen3 Coder Next Claude Opus 5 vs Qwen3 Next 80B A3B Claude Opus 5 vs DeepSeek V4 Flash 0731 Claude Opus 5 vs Amazon Nova Pro Claude Opus 5 vs Gemini 3.6 Flash Claude Opus 5 vs GPT-5.6 Luna Claude Opus 5 vs Kimi K3 Claude Opus 5 vs Claude Fable 5 Claude Opus 5 vs GPT-5.6 Sol

Gemini 3.6 Flash

Gemini 3.6 Flash vs Inkling Gemini 3.6 Flash vs MiniMax M3 Gemini 3.6 Flash vs Mistral Large 3 Gemini 3.6 Flash vs GPT-5.6 Terra Gemini 3.6 Flash vs GPT-OSS 120B Gemini 3.6 Flash vs Muse Spark 1.1 Gemini 3.6 Flash vs Grok 4.5 Gemini 3.6 Flash vs GLM 5.2 Gemini 3.6 Flash vs Qwen3 Coder Next Gemini 3.6 Flash vs Qwen3 Next 80B A3B Gemini 3.6 Flash vs DeepSeek V4 Flash 0731 Gemini 3.6 Flash vs Amazon Nova Pro Gemini 3.6 Flash vs Claude Opus 5 Gemini 3.6 Flash vs GPT-5.6 Luna Gemini 3.6 Flash vs Kimi K3 Gemini 3.6 Flash vs Claude Fable 5 Gemini 3.6 Flash vs GPT-5.6 Sol

GPT-5.6 Luna

GPT-5.6 Luna vs Inkling GPT-5.6 Luna vs MiniMax M3 GPT-5.6 Luna vs Mistral Large 3 GPT-5.6 Luna vs GPT-5.6 Terra GPT-5.6 Luna vs GPT-OSS 120B GPT-5.6 Luna vs Muse Spark 1.1 GPT-5.6 Luna vs Grok 4.5 GPT-5.6 Luna vs GLM 5.2 GPT-5.6 Luna vs Qwen3 Coder Next GPT-5.6 Luna vs Qwen3 Next 80B A3B GPT-5.6 Luna vs DeepSeek V4 Flash 0731 GPT-5.6 Luna vs Amazon Nova Pro GPT-5.6 Luna vs Claude Opus 5 GPT-5.6 Luna vs Gemini 3.6 Flash GPT-5.6 Luna vs Kimi K3 GPT-5.6 Luna vs Claude Fable 5 GPT-5.6 Luna vs GPT-5.6 Sol

Kimi K3

Kimi K3 vs Inkling Kimi K3 vs MiniMax M3 Kimi K3 vs Mistral Large 3 Kimi K3 vs GPT-5.6 Terra Kimi K3 vs GPT-OSS 120B Kimi K3 vs Muse Spark 1.1 Kimi K3 vs Grok 4.5 Kimi K3 vs GLM 5.2 Kimi K3 vs Qwen3 Coder Next Kimi K3 vs Qwen3 Next 80B A3B Kimi K3 vs DeepSeek V4 Flash 0731 Kimi K3 vs Amazon Nova Pro Kimi K3 vs Claude Opus 5 Kimi K3 vs Gemini 3.6 Flash Kimi K3 vs GPT-5.6 Luna Kimi K3 vs Claude Fable 5 Kimi K3 vs GPT-5.6 Sol

Claude Fable 5

Claude Fable 5 vs Inkling Claude Fable 5 vs MiniMax M3 Claude Fable 5 vs Mistral Large 3 Claude Fable 5 vs GPT-5.6 Terra Claude Fable 5 vs GPT-OSS 120B Claude Fable 5 vs Muse Spark 1.1 Claude Fable 5 vs Grok 4.5 Claude Fable 5 vs GLM 5.2 Claude Fable 5 vs Qwen3 Coder Next Claude Fable 5 vs Qwen3 Next 80B A3B Claude Fable 5 vs DeepSeek V4 Flash 0731 Claude Fable 5 vs Amazon Nova Pro Claude Fable 5 vs Claude Opus 5 Claude Fable 5 vs Gemini 3.6 Flash Claude Fable 5 vs GPT-5.6 Luna Claude Fable 5 vs Kimi K3 Claude Fable 5 vs GPT-5.6 Sol

GPT-5.6 Sol

GPT-5.6 Sol vs Inkling GPT-5.6 Sol vs MiniMax M3 GPT-5.6 Sol vs Mistral Large 3 GPT-5.6 Sol vs GPT-5.6 Terra GPT-5.6 Sol vs GPT-OSS 120B GPT-5.6 Sol vs Muse Spark 1.1 GPT-5.6 Sol vs Grok 4.5 GPT-5.6 Sol vs GLM 5.2 GPT-5.6 Sol vs Qwen3 Coder Next GPT-5.6 Sol vs Qwen3 Next 80B A3B GPT-5.6 Sol vs DeepSeek V4 Flash 0731 GPT-5.6 Sol vs Amazon Nova Pro GPT-5.6 Sol vs Claude Opus 5 GPT-5.6 Sol vs Gemini 3.6 Flash GPT-5.6 Sol vs GPT-5.6 Luna GPT-5.6 Sol vs Kimi K3 GPT-5.6 Sol vs Claude Fable 5