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OpenAI model product

GPT-5.6-Luna

6 family, designed for cost-sensitive, high-volume workloads.

Updated Aug 12, 2026. Default version: GPT-5.6 Luna

Compare
LLMBoard score76.4GPT-5.6 Luna
Coverage80%44 benchmark families
Context window1.1MTokens
Official input price$0.20OpenAI API

On this page

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

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, pdf, text
Outputs
text
Open weights
No
License
Proprietary

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 category scores

GPT-5.6-Luna Benchmark Results

Benchmark scores for GPT-5.6 Luna.

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BenchCAD63.1%02466.7%CAug 11, 2026
Graphwalks BFS >128k81.3%021190.0%CAug 11, 2026
HealthBench Consensus95.1%02466.7%CAug 11, 2026
Agents' Last Exam50.3%03550.0%CAug 11, 2026
BenchCAD (with Python tool)73.9%0330.0%CAug 11, 2026
Big Finance Bench36.0%0330.0%CAug 11, 2026
Capture-the-Flag Challenges (Internal)85.2%0330.0%CAug 11, 2026
Connectors99.9%0330.0%CAug 11, 2026
ExploitGym12.4%0330.0%CAug 11, 2026
FrontierMath78.6%031787.5%CAug 11, 2026
FrontierMath Tier 4 (v2)58.5%0330.0%CAug 11, 2026
GeneBench-Pro10.8%0330.0%CAug 11, 2026
Graphwalks BFS 1M51.2%0330.0%CAug 11, 2026
Internal Research Debugging Evaluation50.8%0330.0%CAug 11, 2026
KernelGen 1P22.4%0330.0%CAug 11, 2026
LifeSciBench51.2%0330.0%CAug 11, 2026
Management Consulting Tasks (Internal)35.4%0330.0%CAug 11, 2026
MedChemBench (Internal)30.4%0330.0%CAug 11, 2026
MRCR v2 (8-needle, 512K-1M)41.3%0330.0%CAug 11, 2026
NanoGPT1.7%0330.0%CAug 11, 2026
PostTrainBench Lite29.6%0330.0%CAug 11, 2026
RSI Index41.9%0330.0%CAug 11, 2026
Search and Function-Calling89.7%0330.0%CAug 11, 2026
SEC-bench Pro48.9%0330.0%CAug 11, 2026
ARC-AGI-30.2%0440.0%CAug 11, 2026
Artificial Analysis51.0%04525.0%BAug 11, 2026
DeepSWE67.2%041066.7%CAug 11, 2026
ExploitBench33.2%0440.0%CAug 11, 2026
HealthBench Hard32.0%04962.5%CAug 11, 2026
MMMU-Pro (with tools)79.5%0440.0%CAug 11, 2026
OSWorld 2.045.6%0440.0%CAug 11, 2026
GDP.pdf22.7%0550.0%CAug 11, 2026
Terminal-Bench 2.184.7%051977.8%CAug 11, 2026
HealthBench55.8%06937.5%CAug 11, 2026
AutomationBench14.9%07814.3%CAug 11, 2026
DeepSWE 1.167.0%072068.4%BAug 11, 2026
HealthBench Professional55.7%07925.0%CAug 11, 2026
FrontierCode 1.139.8%091542.9%BAug 11, 2026
MRCR v2 (8-needle)41.3%102155.0%CAug 11, 2026
SWE-Bench Pro62.7%104579.5%CAug 11, 2026
Toolathlon53.4%103170.0%CAug 11, 2026
GPQA92.3%1523494.0%CAug 11, 2026
BrowseComp83.3%185870.2%CAug 11, 2026
MMMU-Pro78.4%206670.8%CAug 11, 2026

GPT-5.6-Luna Arena Results

Preference and agent-evaluation results for the default version.

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agent tool hallucinationoverall010.0N/A475.3KAug 6, 2026
agent bash recovery stepsoverall090.1N/A11.8KAug 6, 2026
agent praise complaintoverall150.1N/A2.2KAug 6, 2026
agentoverall170.0N/A504.8KAug 6, 2026
document style controloverall171466.71,888N/AJul 30, 2026
documentoverall181462.31,888N/AJul 30, 2026
agent steerabilityoverall210.0N/A9.4KAug 6, 2026
agent task outcome explicitoverall240.0N/A6.1KAug 6, 2026
webdevoverall241519.24,662N/AAug 10, 2026
text factualityoverall401455.315,793N/AAug 10, 2026
vision style controloverall401249.33,259N/AAug 6, 2026
visionoverall451251.53,259N/AAug 6, 2026
text style controloverall591450.915,825N/AAug 10, 2026
textoverall791428.415,825N/AAug 10, 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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OpenAI70.587 tok/s4.616 s1.1M128KAug 11, 2026

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

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 $0.10 input, $0.60 output per 1M via OpenCode Go
Tracked offerings
31
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Columns

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Kenarigpt-5-6-lunaglobalN/AN/A1.1MAug 11, 2026
OpenCode Gogpt-5.6-lunaglobal$0.10$0.601.1MAug 11, 2026
NanoGPTopenai/gpt-5.6-lunaglobal$0.10$0.601.1MAug 11, 2026
OpenRouteropenai/gpt-5.6-lunaglobal$0.10$0.601.1MAug 11, 2026
Impossiblopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
CrossModelopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
LLM Gatewaygpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
OpenCode Zengpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
GitHub Copilotgpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
Ofoxopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
Kilo Gatewayopenai/gpt-5.6-luna-proglobal$0.20$1.21.1MAug 11, 2026
Kilo Gatewayopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
Merge Gatewayopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
Vercel AI Gatewayopenai/gpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
OpenAIgpt-5.6-lunaglobal$0.20$1.21.1MAug 11, 2026
Amazon Bedrockopenai.gpt-5.6-lunaglobal$0.22$1.321.1MAug 11, 2026
Venice AIopenai-gpt-56-lunaglobal$0.2667$1.61MAug 11, 2026
routing.rungpt-5.6-lunaglobal$0.70$4.21MAug 11, 2026
Vivgridgpt-5.6-lunaglobal$1$61.1MAug 11, 2026
Neongpt-5-6-lunaglobal$1$61.1MAug 11, 2026
Pioneergpt-5.6-lunaglobal$1$61.1MAug 11, 2026
AI-ROUTERgpt-5.6-lunaglobal$1$61.1MAug 11, 2026
ZenMuxopenai/gpt-5.6-lunaglobal$1$61.1MAug 11, 2026
Abacusgpt-5.6-lunaglobal$1$61MAug 11, 2026
Azure Cognitive Servicesgpt-5.6-lunaglobal$1$61.1MAug 11, 2026
Azuregpt-5.6-lunaglobal$1$61.1MAug 11, 2026
AIHubMixgpt-5.6-lunaglobal$1$61.1MAug 11, 2026
Cloudflare AI Gatewayopenai/gpt-5.6-lunaglobal$1$61.1MAug 11, 2026
Databricksdatabricks-gpt-5-6-lunaglobal$1$6400KAug 11, 2026
Cortecsgpt-5.6-lunaglobal$1.1$6.61.1MAug 11, 2026

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

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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GPT-5.6 LunaJul 9, 202676.4N/A1.1M128KNoProprietary

What is GPT-5.6-Luna?

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

6 family, designed for cost-sensitive, high-volume workloads. 05M-token context window.

Data as of 2026-08-11.

GPT-5.6-Luna vs nearby models

Open a comparison with the three ranked models immediately above and below this model.

GPT-5.6-LunavsDeepSeek-V4-FlashGPT-5.6-LunavsGemini 3.1 ProGPT-5.6-LunavsGPT-5.4GPT-5.6-LunavsGPT-5.5-ProGPT-5.6-LunavsKimi K2.6GPT-5.6-LunavsDeepSeek-V4-Pro

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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 $0.10 input and $0.60 output via OpenCode Go.

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?

31 provider offerings are linked to the default version.

What models should I compare GPT-5.6-Luna with?

Nearby ranked alternatives include DeepSeek-V4-Flash, Gemini 3.1 Pro, GPT-5.4.