OpenAI model product
05M-token context window.
Updated Sep 8, 2026. Default version: GPT-5.6 Luna
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for GPT-5.6 Luna.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkBenchCAD | Score63.10% | Rank02 | Participants4 | Percentile66.67% | EvidenceC | Evaluated |
| BenchmarkGraphwalks BFS >128k | Score81.30% | Rank02 | Participants11 | Percentile90.00% | EvidenceC | Evaluated |
| BenchmarkHealthBench Consensus | Score95.10% | Rank02 | Participants4 | Percentile66.67% | EvidenceC | Evaluated |
| BenchmarkBig Finance Bench | Score36.00% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkCapture-the-Flag Challenges (Internal) | Score85.20% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkConnectors | Score99.90% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkFrontierMath | Score78.60% | Rank03 | Participants17 | Percentile87.50% | EvidenceC | Evaluated |
| BenchmarkGraphwalks BFS 1M | Score51.20% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkInternal Research Debugging Evaluation | Score50.80% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkKernelGen 1P | Score22.40% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkManagement Consulting Tasks (Internal) | Score35.40% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMedChemBench (Internal) | Score30.40% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkNanoGPT | Score1.66% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkPostTrainBench Lite | Score29.60% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkRSI Index | Score41.90% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkSearch and Function-Calling | Score89.70% | Rank03 | Participants3 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkBenchCAD (with Python tool) | Score73.90% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkDeepSWE | Score67.20% | Rank04 | Participants13 | Percentile75.00% | EvidenceC | Evaluated |
| BenchmarkFrontierMath Tier 4 (v2) | Score58.50% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkGeneBench-Pro | Score10.80% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkHealthBench Hard | Score32.00% | Rank04 | Participants9 | Percentile62.50% | EvidenceC | Evaluated |
| BenchmarkLifeSciBench | Score51.20% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMMMU-Pro (with tools) | Score79.50% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkMRCR v2 (8-needle, 512K-1M) | Score41.30% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkSEC-bench Pro | Score48.90% | Rank04 | Participants4 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkARC-AGI-3 | Score0.18% | Rank05 | Participants5 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkExploitGym | Score12.40% | Rank05 | Participants5 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkLM Arena Agent Tool Hallucination | Score0.78% | Rank05 | Participants49 | Percentile91.67% | EvidenceA | Evaluated |
| BenchmarkArtificial Analysis | Score51.00% | Rank06 | Participants8 | Percentile28.57% | EvidenceB | Evaluated |
| BenchmarkExploitBench | Score33.20% | Rank06 | Participants6 | Percentile0.00% | EvidenceC | Evaluated |
Preference and agent-evaluation results for the default version.
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenaagent tool hallucination | Categoryoverall | Rank05 | Rating / score0.01 | VotesN/A | Observations1.5M | Result date |
| Arenadocument style control | Categoryoverall | Rank13 | Rating / score1,466.73 | Votes1,888 | ObservationsN/A | Result date |
| Arenadocument | Categoryoverall | Rank14 | Rating / score1,462.30 | Votes1,888 | ObservationsN/A | Result date |
| Arenatext style control | Categorygerman | Rank14 | Rating / score1,486.00 | Votes428 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryfrench | Rank15 | Rating / score1,490.18 | Votes548 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryexpert | Rank16 | Rating / score1,505.94 | Votes2,332 | ObservationsN/A | Result date |
| Arenaagent steerability | Categoryoverall | Rank17 | Rating / score0.02 | VotesN/A | Observations18.5K | Result date |
| Arenatext factuality | Categoryindustry legal and government | Rank18 | Rating / score1,487.42 | Votes1,647 | ObservationsN/A | Result date |
| Arenaagent bash recovery steps | Categoryoverall | Rank19 | Rating / score0.07 | VotesN/A | Observations38.5K | Result date |
| Arenatext factuality | Categorymath | Rank19 | Rating / score1,468.58 | Votes882 | ObservationsN/A | Result date |
| Arenawebdev | Categoryimage to webdev | Rank20 | Rating / score1,495.82 | Votes1,693 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry mathematical | Rank21 | Rating / score1,467.06 | Votes1,020 | ObservationsN/A | Result date |
| Arenatext | Categoryjapanese | Rank22 | Rating / score1,432.76 | Votes347 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryspanish | Rank22 | Rating / score1,451.92 | Votes421 | ObservationsN/A | Result date |
| Arenatext style control | Categoryjapanese | Rank22 | Rating / score1,448.52 | Votes347 | ObservationsN/A | Result date |
| Arenatext style control | Categorymath | Rank22 | Rating / score1,478.03 | Votes1,094 | ObservationsN/A | Result date |
| Arenatext | Categorygerman | Rank23 | Rating / score1,462.85 | Votes428 | ObservationsN/A | Result date |
| Arenaagent | Categoryoverall | Rank24 | Rating / score0.02 | VotesN/A | Observations1.6M | Result date |
| Arenavision style control | Categoryhomework | Rank24 | Rating / score1,291.30 | Votes502 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry business and management and financial operations | Rank25 | Rating / score1,465.39 | Votes4,423 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry software and it services | Rank27 | Rating / score1,499.16 | Votes9,848 | ObservationsN/A | Result date |
| Arenaagent praise complaint | Categoryoverall | Rank28 | Rating / score0.00 | VotesN/A | Observations5.4K | Result date |
| Arenaagent task outcome explicit | Categoryoverall | Rank28 | Rating / score0.01 | VotesN/A | Observations15K | Result date |
| Arenatext factuality | Categoryhard prompts | Rank28 | Rating / score1,486.14 | Votes16,415 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry mathematical | Rank28 | Rating / score1,479.80 | Votes1,270 | ObservationsN/A | Result date |
| Arenavision | Categoryhomework | Rank28 | Rating / score1,284.94 | Votes502 | ObservationsN/A | Result date |
| Arenavision style control | Categoryenglish | Rank28 | Rating / score1,260.63 | Votes2,061 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryinstruction following | Rank29 | Rating / score1,459.27 | Votes8,740 | ObservationsN/A | Result date |
| Arenatext style control | Categoryspanish | Rank30 | Rating / score1,461.29 | Votes677 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev-html | Rank30 | Rating / score1,523.20 | Votes774 | ObservationsN/A | Result date |
Official vendor API pricing appears first, followed by individual provider offers.
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderKenari | Provider model IDgpt-5-6-luna | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context1.1M | Updated |
| ProviderOrcaRouter | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderNanoGPT | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderImpossibl | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOpenRouter | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderCrossModel | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOpenAI | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOpenCode Go | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOpper | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderLLM Gateway | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderMerge Gateway | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderCloudflare AI Gateway | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOfox | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderNeon | Provider model IDgpt-5-6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderOpenCode Zen | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderRequesty | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderAzure | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderVercel AI Gateway | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderEden AI | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderDevPass (LLM Gateway) | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderGitHub Copilot | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderKilo Gateway | Provider model IDopenai/gpt-5.6-luna | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderKilo Gateway | Provider model IDopenai/gpt-5.6-luna-pro | Regionglobal | Input / 1M$0.20 | Output / 1M$1.2 | Context1.1M | Updated |
| ProviderCortecs | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.219 | Output / 1M$1.32 | Context1.1M | Updated |
| ProviderAmazon Bedrock | Provider model IDopenai.gpt-5.6-luna | Regionglobal | Input / 1M$0.22 | Output / 1M$1.32 | Context1.1M | Updated |
| ProviderVenice AI | Provider model IDopenai-gpt-56-luna | Regionglobal | Input / 1M$0.25 | Output / 1M$1.5 | Context1M | Updated |
| Providerrouting.run | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$0.70 | Output / 1M$4.2 | Context1M | Updated |
| ProviderAI-ROUTER | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$1 | Output / 1M$6 | Context1.1M | Updated |
| ProviderDatabricks | Provider model IDdatabricks-gpt-5-6-luna | Regionglobal | Input / 1M$1 | Output / 1M$6 | Context400K | Updated |
| ProviderVivgrid | Provider model IDgpt-5.6-luna | Regionglobal | Input / 1M$1 | Output / 1M$6 | Context1.1M | Updated |
Provider-specific output speed and catalog latency for GPT-5.6 Luna. Runtime does not affect the capability score.
Provider | Output Speed | Catalog Latency | Max Input | Max Output | Updated |
|---|
| ProviderOpenAI | Output Speed41.87 tok/s | Catalog Latency15.01 s | Max Input1.1M | Max Output128K | Updated |
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionGPT-5.6 Luna | Released | LLMBoard73.81 | ParametersN/A | Context1.1M | Max output128K | Open weightsNo | LicenseProprietary |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about GPT-5.6-Luna and its available data.
6 family. 05M-token context window.
Data as of 2026-09-08.
Common questions about GPT-5.6-Luna.
GPT-5.6-Luna's default version was released on Jul 9, 2026.
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.
GPT-5.6-Luna was created by OpenAI.
The default version has a 1.1M token context window.
No. The default version is not marked as having publicly available weights.
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.