The Model Index
Up to four models

GPT-5.6 Luna vs GPT-6 Luna

On the index (GPT-4 = 100), GPT-5.6 Luna scores 170 and GPT-6 Luna 170. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to GPT-5.6 Luna
Presets
GPT-5.6 Luna
170154–187
WeightsClosed
ReleasedJul 2026
Price in / out$0.20 / $1.2
Context1.05M
Core tests taken6 of 9
GPT-6 Luna
170153–186
WeightsClosed
ReleasedSep 2026
Price in / out$0.10 / $0.50
Context1.05M
Core tests taken6 of 9

GPT-5.6 Luna and GPT-6 Luna are too close to call (1 point apart, within the uncertainty), ahead on 4 of 6 shared core tests, at 2.3× the price.

Test by testthird-party results

GPT-5.6 LunaGPT-6 Luna
0%25%50%75%100%REASONING & KNOWLEDGEGPQA Diamond (Epoch AI)GPQA Diamond (Epoch AI)LiveBench Data AnalysisLiveBench Data AnalysisLiveBench IFLiveBench IFLiveBench LanguageLiveBench LanguageLiveBench ReasoningLiveBench ReasoningSimpleQA VerifiedSimpleQA VerifiedMATHSFrontierMath (tiers 1-3)FrontierMath (tiers 1-3)AIME-style maths (OTIS mock)AIME-style maths (OTIS mock)LiveBench MathematicsLiveBench MathematicsProofBench v1.1ProofBench v1.1Chess puzzlesChess puzzlesFrontierMath (tier 4)FrontierMath (tier 4)CODINGTerminal-Bench 4.0Terminal-Bench 4.0LiveBench Agentic CodingLiveBench Agentic CodingLiveBench CodingLiveBench CodingCode MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOIProgramBenchProgramBenchVibe Code Bench v1.1Vibe Code Bench v1.1AGENTSAPEX-AgentsAPEX-AgentsBioMysteryBenchBioMysteryBenchSRE BenchSRE BenchTerminal-Bench-ScienceTerminal-Bench-ScienceDTBenchDTBenchFurniture assemblyFurniture assemblyLMCALMCAMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBLegal Research BenchLegal Research BenchMedCodeMedCodeMedScribeMedScribePublic Benefits Bench v1.1Public Benefits Bench v1.1SAGESAGETax Agent BenchTax Agent BenchNOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1ARC-AGI-3ARC-AGI-3MysteryMechanismMysteryMechanism
Every result as a table
TestGPT-5.6 LunaGPT-6 Luna
Reasoning & knowledge
GPQA Diamond (Epoch AI)91.6%90.5%
LiveBench Data Analysis78.0%73.4%
LiveBench IF60.1%55.9%
LiveBench Language72.6%73.8%
LiveBench Reasoning85.6%81.8%
SimpleQA Verified41.0%41.4%
Maths
FrontierMath (tiers 1-3)82.1%79.0%
AIME-style maths (OTIS mock)98.3%98.9%
LiveBench Mathematics87.2%89.1%
ProofBench v1.160.0%64.0%
Chess puzzles43.0%36.0%
FrontierMath (tier 4)61.0%56.1%
Coding
Terminal-Bench 4.011.6%13.6%
LiveBench Agentic Coding48.4%51.2%
LiveBench Coding82.9%79.0%
Code Migration44.5%42.5%
CyberBench v1.173.6%76.3%
IOI61.8%55.6%
ProgramBench0.0%0.5%
Vibe Code Bench v1.177.1%81.7%
Agents
APEX-Agents43.0%44.3%
BioMysteryBench61.5%61.5%
SRE Bench1.5%2.7%
Terminal-Bench-Science0.0%4.3%
DTBench89.1%90.1%
Furniture assembly42.5%44.2%
LMCA48.5%44.5%
Mystery game puzzles21.0%7.0%
Professional work
Finance Agent (v2)55.0%49.9%
EMB67.1%68.5%
Legal Research Bench36.5%30.3%
MedCode42.4%44.7%
MedScribe84.4%83.7%
Public Benefits Bench v1.161.2%57.6%
SAGE44.2%48.1%
Tax Agent Bench24.8%20.0%
Novel problems
ARC-AGI-259.6%59.3%
ARC-AGI-190.7%86.7%
ARC-AGI-30.2%0.2%
MysteryMechanism14.4%19.4%

Tests at least two of these models have taken. Bold rows are the core tests.

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