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ModelTape / Models / GPT-5.6 Luna
OpenAI · API-only (closed weights)

GPT-5.6 Luna

GPT-5.6 Luna is an API-only (closed weights) language model from OpenAI, released July 9, 2026. The context window is 1.1M tokens. On the Epoch Capabilities Index it scores 156.7, rank 35 of 256 rated models. API price: $0.2 input / $1.2 output per million tokens.

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Lab
OpenAI
Released
July 9, 2026
Weights
API-only (closed weights)
Parameters
–
Context
1.1M
Price / M tokens
$0.2 / $1.2 in / out
Epoch ECI
156.7 #35

Strengths by category

ModelTape's 0–100 fit on Epoch AI benchmark results.

CategoryScoreBased on
Reasoning15.6Chess Puzzles, SimpleBench, Mystery Game Puzzles
Math65.5ProofBench, OTIS Mock AIME 2024-2025, FrontierMath-Tiers-1-3-v2-Private, FrontierMath-Tier-4-v2-Private
Coding52.8MirrorCode, DeepSWE
Knowledge73.8GPQA diamond, SimpleQA Verified

Benchmark results

Benchmark (Epoch AI)Score
OTIS Mock AIME98.3%
GPQA Diamond92.5%
FrontierMath (Tiers 1–3)86.4%
DeepSWE67.2%
FrontierMath-Tier-4-v2-Private61.0%
ProofBench60.0%
Balrog45.6%
SimpleQA Verified41.0%
Chess Puzzles40.0%
SimpleBench36.2%
MirrorCode21.1%
Furniture Assembly17.9%
Mystery Game Puzzles13.0%

Links

Announcement · Epoch AI benchmarks

Models with a similar score

Claude Haiku 5.5 · GPT-5.4 Pro · GPT-5.5 · Claude Opus 4.8 · DeepSeek V4.1 Flash 1017 · Gemini 3.8 Flash · Kimi K3 · Gemini 3.7 Flash

More from OpenAI

GPT-6.1 Terra · GPT-6.1 Sol · GPT-6 Sol · GPT-6 Luna · GPT-6 Astra · GPT-5.6 Cyber · Daybreak Red · Daybreak Blue

Data updated Thu, 12 Nov 2026 09:42 UTC. Benchmarks, Capabilities Index and model announcements: Epoch AI, “Capabilities & benchmarking” and “Data on AI models” (CC BY 4.0); category scores are ModelTape's own fit on Epoch's results. Releases and prices: models.dev (MIT). Sizes and quantizations: Hugging Face. “Runs on” figures are estimates from model size, quantization and memory bandwidth (±30–50%).
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