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llmboard.aiCopyright 2026 llmboard.ai

OpenAI model product

GPT-5.6-Luna

05M-token context window.

Updated Sep 8, 2026. Default version: GPT-5.6 Luna

LLMBoard Score73.8GPT-5.6 Luna
Coverage20%45 benchmark families
Context window1.1MTokens
Official input price$0.20OpenAI API

On this page

  • Capability
  • Benchmarks
  • Arena
  • Pricing
  • Runtime
  • Specification
  • Versions
  • Similar models
  • About
  • FAQ

GPT-5.6-Luna Capability Profile

This profile uses the model's current scored version. Arena ratings and prices are shown separately.

GPT-5.6 Luna LLMBoard score breakdown

GPT-5.6-Luna Benchmark Results

Benchmark scores for GPT-5.6 Luna.

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Benchmark
Score
Rank
Participants
Percentile
Evidence
Evaluated
BenchmarkBenchCADScore63.10%Rank02Participants4Percentile66.67%EvidenceCEvaluatedSep 8, 2026
BenchmarkGraphwalks BFS >128kScore81.30%Rank02Participants11Percentile90.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkHealthBench ConsensusScore95.10%Rank02Participants4Percentile66.67%EvidenceCEvaluatedSep 8, 2026
BenchmarkBig Finance BenchScore36.00%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkCapture-the-Flag Challenges (Internal)Score85.20%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkConnectorsScore99.90%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkFrontierMathScore78.60%Rank03Participants17Percentile87.50%EvidenceCEvaluatedSep 8, 2026
BenchmarkGraphwalks BFS 1MScore51.20%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkInternal Research Debugging EvaluationScore50.80%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkKernelGen 1PScore22.40%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkManagement Consulting Tasks (Internal)Score35.40%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkMedChemBench (Internal)Score30.40%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkNanoGPTScore1.66%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkPostTrainBench LiteScore29.60%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkRSI IndexScore41.90%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkSearch and Function-CallingScore89.70%Rank03Participants3Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkBenchCAD (with Python tool)Score73.90%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkDeepSWEScore67.20%Rank04Participants13Percentile75.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkFrontierMath Tier 4 (v2)Score58.50%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkGeneBench-ProScore10.80%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkHealthBench HardScore32.00%Rank04Participants9Percentile62.50%EvidenceCEvaluatedSep 8, 2026
BenchmarkLifeSciBenchScore51.20%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkMMMU-Pro (with tools)Score79.50%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkMRCR v2 (8-needle, 512K-1M)Score41.30%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkSEC-bench ProScore48.90%Rank04Participants4Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkARC-AGI-3Score0.18%Rank05Participants5Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkExploitGymScore12.40%Rank05Participants5Percentile0.00%EvidenceCEvaluatedSep 8, 2026
BenchmarkLM Arena Agent Tool HallucinationScore0.78%Rank05Participants49Percentile91.67%EvidenceAEvaluatedSep 5, 2026
BenchmarkArtificial AnalysisScore51.00%Rank06Participants8Percentile28.57%EvidenceBEvaluatedSep 8, 2026
BenchmarkExploitBenchScore33.20%Rank06Participants6Percentile0.00%EvidenceCEvaluatedSep 8, 2026

GPT-5.6-Luna Arena Results

Preference and agent-evaluation results for the default version.

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Arena
Category
Rank
Rating / score
Votes
Observations
Result date
Arenaagent tool hallucinationCategoryoverallRank05Rating / score0.01VotesN/AObservations1.5MResult dateSep 5, 2026
Arenadocument style controlCategoryoverallRank13Rating / score1,466.73Votes1,888ObservationsN/AResult dateJul 30, 2026
ArenadocumentCategoryoverallRank14Rating / score1,462.30Votes1,888ObservationsN/AResult dateJul 30, 2026
Arenatext style controlCategorygermanRank14Rating / score1,486.00Votes428ObservationsN/AResult dateSep 2, 2026
Arenatext factualityCategoryfrenchRank15Rating / score1,490.18Votes548ObservationsN/AResult dateSep 2, 2026
Arenatext factualityCategoryexpertRank16Rating / score1,505.94Votes2,332ObservationsN/AResult dateSep 2, 2026
Arenaagent steerabilityCategoryoverallRank17Rating / score0.02VotesN/AObservations18.5KResult dateSep 5, 2026
Arenatext factualityCategoryindustry legal and governmentRank18Rating / score1,487.42Votes1,647ObservationsN/AResult dateSep 2, 2026
Arenaagent bash recovery stepsCategoryoverallRank19Rating / score0.07VotesN/AObservations38.5KResult dateSep 5, 2026
Arenatext factualityCategorymathRank19Rating / score1,468.58Votes882ObservationsN/AResult dateSep 2, 2026
ArenawebdevCategoryimage to webdevRank20Rating / score1,495.82Votes1,693ObservationsN/AResult dateAug 25, 2026
Arenatext factualityCategoryindustry mathematicalRank21Rating / score1,467.06Votes1,020ObservationsN/AResult dateSep 2, 2026
ArenatextCategoryjapaneseRank22Rating / score1,432.76Votes347ObservationsN/AResult dateSep 2, 2026
Arenatext factualityCategoryspanishRank22Rating / score1,451.92Votes421ObservationsN/AResult dateSep 2, 2026
Arenatext style controlCategoryjapaneseRank22Rating / score1,448.52Votes347ObservationsN/AResult dateSep 2, 2026
Arenatext style controlCategorymathRank22Rating / score1,478.03Votes1,094ObservationsN/AResult dateSep 2, 2026
ArenatextCategorygermanRank23Rating / score1,462.85Votes428ObservationsN/AResult dateSep 2, 2026
ArenaagentCategoryoverallRank24Rating / score0.02VotesN/AObservations1.6MResult dateSep 5, 2026
Arenavision style controlCategoryhomeworkRank24Rating / score1,291.30Votes502ObservationsN/AResult dateAug 27, 2026
Arenatext factualityCategoryindustry business and management and financial operationsRank25Rating / score1,465.39Votes4,423ObservationsN/AResult dateSep 2, 2026
Arenatext factualityCategoryindustry software and it servicesRank27Rating / score1,499.16Votes9,848ObservationsN/AResult dateSep 2, 2026
Arenaagent praise complaintCategoryoverallRank28Rating / score0.00VotesN/AObservations5.4KResult dateSep 5, 2026
Arenaagent task outcome explicitCategoryoverallRank28Rating / score0.01VotesN/AObservations15KResult dateSep 5, 2026
Arenatext factualityCategoryhard promptsRank28Rating / score1,486.14Votes16,415ObservationsN/AResult dateSep 2, 2026
Arenatext style controlCategoryindustry mathematicalRank28Rating / score1,479.80Votes1,270ObservationsN/AResult dateSep 2, 2026
ArenavisionCategoryhomeworkRank28Rating / score1,284.94Votes502ObservationsN/AResult dateAug 27, 2026
Arenavision style controlCategoryenglishRank28Rating / score1,260.63Votes2,061ObservationsN/AResult dateAug 27, 2026
Arenatext factualityCategoryinstruction followingRank29Rating / score1,459.27Votes8,740ObservationsN/AResult dateSep 2, 2026
Arenatext style controlCategoryspanishRank30Rating / score1,461.29Votes677ObservationsN/AResult dateSep 2, 2026
ArenawebdevCategorywebdev-htmlRank30Rating / score1,523.20Votes774ObservationsN/AResult dateSep 5, 2026

GPT-5.6-Luna Pricing

Official vendor API pricing appears first, followed by individual provider offers.

Official API
$0.20 input, $1.2 output per 1M
Official provider
OpenAI
Lowest third-party
From $0.20 input, $1.2 output per 1M via OrcaRouter
Tracked offerings
37
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Provider
Provider model ID
Region
Input / 1M
Output / 1M
Context
Updated
ProviderKenariProvider model IDgpt-5-6-lunaRegionglobalInput / 1MN/AOutput / 1MN/AContext1.1MUpdatedSep 8, 2026
ProviderOrcaRouterProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderNanoGPTProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderImpossiblProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOpenRouterProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderCrossModelProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOpenAIProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOpenCode GoProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOpperProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderLLM GatewayProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderMerge GatewayProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderCloudflare AI GatewayProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOfoxProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderNeonProvider model IDgpt-5-6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderOpenCode ZenProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderRequestyProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderAzureProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderVercel AI GatewayProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderEden AIProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderDevPass (LLM Gateway)Provider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderGitHub CopilotProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderKilo GatewayProvider model IDopenai/gpt-5.6-lunaRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderKilo GatewayProvider model IDopenai/gpt-5.6-luna-proRegionglobalInput / 1M$0.20Output / 1M$1.2Context1.1MUpdatedSep 8, 2026
ProviderCortecsProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.219Output / 1M$1.32Context1.1MUpdatedSep 8, 2026
ProviderAmazon BedrockProvider model IDopenai.gpt-5.6-lunaRegionglobalInput / 1M$0.22Output / 1M$1.32Context1.1MUpdatedSep 8, 2026
ProviderVenice AIProvider model IDopenai-gpt-56-lunaRegionglobalInput / 1M$0.25Output / 1M$1.5Context1MUpdatedSep 8, 2026
Providerrouting.runProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$0.70Output / 1M$4.2Context1MUpdatedSep 8, 2026
ProviderAI-ROUTERProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$1Output / 1M$6Context1.1MUpdatedSep 8, 2026
ProviderDatabricksProvider model IDdatabricks-gpt-5-6-lunaRegionglobalInput / 1M$1Output / 1M$6Context400KUpdatedSep 8, 2026
ProviderVivgridProvider model IDgpt-5.6-lunaRegionglobalInput / 1M$1Output / 1M$6Context1.1MUpdatedSep 8, 2026

GPT-5.6-Luna Runtime Performance

Provider-specific output speed and catalog latency for GPT-5.6 Luna. Runtime does not affect the capability score.

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Provider
Output Speed
Catalog Latency
Max Input
Max Output
Updated
ProviderOpenAIOutput Speed41.87 tok/sCatalog Latency15.01 sMax Input1.1MMax Output128KUpdatedSep 8, 2026

Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.

GPT-5.6-Luna Specifications

Technical details for the model's default version.

Version
GPT-5.6 Luna
Released
Jul 9, 2026
Knowledge cutoff
Feb 16, 2026
Parameters
N/A
Context window
1.1M
Max output
128K
Inputs
image, text
Outputs
text
Open weights
No
License
Proprietary

GPT-5.6-Luna Versions

Available versions of this model. The score column identifies the version used in the overall ranking.

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Version
Released
LLMBoard
Parameters
Context
Max output
Open weights
License
VersionGPT-5.6 LunaReleasedJul 9, 2026LLMBoard73.81ParametersN/AContext1.1MMax output128KOpen weightsNoLicenseProprietary

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Details

What is GPT-5.6-Luna?

Key information about GPT-5.6-Luna and its available data.

6 family. 05M-token context window.

Data as of 2026-09-08.

FAQ

Common questions about GPT-5.6-Luna.

When was GPT-5.6-Luna released?

GPT-5.6-Luna's default version was released on Jul 9, 2026.

How much does GPT-5.6-Luna cost?

GPT-5.6-Luna's official API price is $0.20 per million input tokens and $1.2 per million output tokens via OpenAI. The lowest tracked third-party offer starts at $0.20 input and $1.2 output via OrcaRouter.

Who created GPT-5.6-Luna?

GPT-5.6-Luna was created by OpenAI.

What is the context window for GPT-5.6-Luna?

The default version has a 1.1M token context window.

Is GPT-5.6-Luna open weight?

No. The default version is not marked as having publicly available weights.

How many API providers offer GPT-5.6-Luna?

37 provider offerings are linked to the default version.

Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.