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GPT-5.6 Luna

OpenAI · 2026-07-09

GPT-5.6 Luna is OpenAI's cost-optimized model in the GPT-5.6 family, designed for high-volume workloads and roughly corresponding to the nano tier in earlier GPT-5 families. It is a closed reasoning model with text and image input, a 1.05-million-token context window, and broad built-in tool support.

Benchmark scores

BenchmarkScore
A-Fantasia56.7
A-Fantasia Backwards Spelling72.0
A-Fantasia Chess25.0
A-Fantasia Cube Rotation73.0
AA-LCR74.0
AA-Omniscience Index-11.2
Agent Red Teaming k=100 (CAIS)64.2
Agents' Last Exam (ALE)29.6
Agents' Last Exam ALE-CLI Pass Rate28.6
Agents' Last Exam ALE-CLI Score50.7
Agents' Last Exam Full-Spectrum Pass Rate27.3
Agents' Last Exam Full-Spectrum Score41.9
Agents' Last Exam Last-Exam Pass Rate2.6
Agents' Last Exam Last-Exam Score15.0
Agents' Last Exam Near-Term Pass Rate47.8
Agents' Last Exam Near-Term Score74.1
Agents' Last Exam Overall Score50.3
Agents' Last Exam Unlicensed Full-Spectrum Pass Rate28.0
Agents' Last Exam Unlicensed Full-Spectrum Score42.3
Agents' Last Exam Unlicensed Last-Exam Pass Rate3.3
Agents' Last Exam Unlicensed Last-Exam Score15.1
Agents' Last Exam Unlicensed Near-Term Pass Rate47.8
Agents' Last Exam Unlicensed Near-Term Score74.1
Agents' Last Exam Unlicensed Overall Pass Rate31.9
Agents' Last Exam Unlicensed Overall Score52.0
AHK-Eval91.7
AHK-Eval Algorithms100.0
AHK-Eval Data Structures83.3
AHK-Eval Date and Time66.7
AHK-Eval Easy100.0
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