Claude Fable 5.1 vs GPT-6 Luna

A direct, empirical evaluation of Claude Fable 5.1 (Anthropic) against GPT-6 Luna (OpenAI).

Claude Fable 5.1

Developed by Anthropic · Proprietary Frontier parameters

Full-repository software refactoring, agentic tool workflows, formal verification, and 1.5M-token needle retrieval.

GPT-6 Luna

Developed by OpenAI · Proprietary High-Throughput Distillation parameters

High-throughput document extraction, sub-second routing, customer service triage, code autocomplete, and cost-optimized reasoning via Luna Pro mode.

Metric Claude Fable 5.1 GPT-6 Luna
SWE-bench Verified 82.8% 48.2%
MMLU-Pro 92.4% 74.6%
MATH-500 97.9% 84.1%
Context Window 1,500,000 tokens 1,050,000 tokens
Input Pricing (per 1M) $12.00 $0.10
Output Pricing (per 1M) $60.00 $0.50