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OpenAI: GPT-5.6 Luna (batch)

openai/gpt-5.6-luna:batch

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GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for its price tier.

Modalities

In / Out Price

$0.10 / $0.60per 1M

Context

1.1M

Released

Jul 9, 2026

Knowledge Cutoff

Feb 2026

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ProvidersPricingPerformanceUptimeBenchmarksAppsActivityFAQExplore

Providers

Different companies host the same model. OpenRouter routes your request to one of them based on the routing mode you pick — Balanced (price + speed), Nitro (fastest), or Exacto (highest tool-calling accuracy).

Pricing

The average price customers actually pay for this model, next to the prices providers post. Caching and discounts mean the price actually paid is often well below the listed one.

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).

Uptime

Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.

Benchmarks

Scores on standardized evaluations. Higher percentages are better — and rank percentile shows where this model lands among all models on OpenRouter.

Benchmark score summary for OpenAI: GPT-5.6 Luna (batch) (Artificial Analysis)
SourceBenchmarkScore
Artificial AnalysisGPT-5.6 Luna (xhigh) Intelligence Index34.8
Artificial AnalysisGPT-5.6 Luna (xhigh) Coding Index68.6
Artificial AnalysisGPT-5.6 Luna (xhigh) Agentic Index39.5
Artificial AnalysisGPT-5.6 Luna (xhigh) GPQA Diamond89.5%
Artificial AnalysisGPT-5.6 Luna (xhigh) HLE37.0%
Artificial AnalysisGPT-5.6 Luna (xhigh) AA-LCR81.7%
Artificial AnalysisGPT-5.6 Luna (xhigh) GDPval-AA46.4%
Artificial AnalysisGPT-5.6 Luna (xhigh) CritPt20.6%
Artificial AnalysisGPT-5.6 Luna (xhigh) SciCode50.5%
Artificial AnalysisGPT-5.6 Luna (xhigh) AA-Omniscience Accuracy42.4%
Artificial AnalysisGPT-5.6 Luna (xhigh) AA-Omniscience Non-Hallucination Rate7.5%
Artificial AnalysisGPT-5.6 Luna (low) Intelligence Index21.5
Artificial AnalysisGPT-5.6 Luna (low) Coding Index44.2
Artificial AnalysisGPT-5.6 Luna (low) Agentic Index17.9
Artificial AnalysisGPT-5.6 Luna (low) GPQA Diamond83.5%
Artificial AnalysisGPT-5.6 Luna (low) HLE19.8%
Artificial AnalysisGPT-5.6 Luna (low) AA-LCR70.0%
Artificial AnalysisGPT-5.6 Luna (low) GDPval-AA28.8%
Artificial AnalysisGPT-5.6 Luna (low) CritPt2.6%
Artificial AnalysisGPT-5.6 Luna (low) SciCode46.1%
Artificial AnalysisGPT-5.6 Luna (low) AA-Omniscience Accuracy39.6%
Artificial AnalysisGPT-5.6 Luna (low) AA-Omniscience Non-Hallucination Rate10.1%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) Intelligence Index16.1
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) Coding Index39.3
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) Agentic Index15.2
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) GPQA Diamond64.5%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) HLE7.2%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) AA-LCR42.7%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) GDPval-AA24.4%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) CritPt0.3%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) SciCode40.4%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) AA-Omniscience Accuracy28.6%
Artificial AnalysisGPT-5.6 Luna (Non-reasoning) AA-Omniscience Non-Hallucination Rate25.0%
Artificial AnalysisGPT-5.6 Luna (high) Intelligence Index32.4
Artificial AnalysisGPT-5.6 Luna (high) Coding Index63.3
Artificial AnalysisGPT-5.6 Luna (high) Agentic Index35.6
Artificial AnalysisGPT-5.6 Luna (high) GPQA Diamond89.2%
Artificial AnalysisGPT-5.6 Luna (high) HLE33.4%
Artificial AnalysisGPT-5.6 Luna (high) AA-LCR80.3%
Artificial AnalysisGPT-5.6 Luna (high) GDPval-AA43.8%
Artificial AnalysisGPT-5.6 Luna (high) CritPt16.6%
Artificial AnalysisGPT-5.6 Luna (high) SciCode51.6%
Artificial AnalysisGPT-5.6 Luna (high) AA-Omniscience Accuracy41.8%
Artificial AnalysisGPT-5.6 Luna (high) AA-Omniscience Non-Hallucination Rate7.6%
Artificial AnalysisGPT-5.6 Luna (max) Intelligence Index37.5
Artificial AnalysisGPT-5.6 Luna (max) Coding Index71.4
Artificial AnalysisGPT-5.6 Luna (max) Agentic Index42.7
Artificial AnalysisGPT-5.6 Luna (max) GPQA Diamond91.1%
Artificial AnalysisGPT-5.6 Luna (max) HLE39.5%
Artificial AnalysisGPT-5.6 Luna (max) AA-LCR83.7%
Artificial AnalysisGPT-5.6 Luna (max) GDPval-AA48.0%
Artificial AnalysisGPT-5.6 Luna (max) CritPt20.6%
Artificial AnalysisGPT-5.6 Luna (max) SciCode53.6%
Artificial AnalysisGPT-5.6 Luna (max) AA-Omniscience Accuracy42.7%
Artificial AnalysisGPT-5.6 Luna (max) AA-Omniscience Non-Hallucination Rate7.4%
Artificial AnalysisGPT-5.6 Luna (medium) Intelligence Index25.5
Artificial AnalysisGPT-5.6 Luna (medium) Coding Index50.7
Artificial AnalysisGPT-5.6 Luna (medium) Agentic Index25.4
Artificial AnalysisGPT-5.6 Luna (medium) GPQA Diamond85.9%
Artificial AnalysisGPT-5.6 Luna (medium) HLE25.8%
Artificial AnalysisGPT-5.6 Luna (medium) AA-LCR75.0%
Artificial AnalysisGPT-5.6 Luna (medium) GDPval-AA33.4%
Artificial AnalysisGPT-5.6 Luna (medium) CritPt4.9%
Artificial AnalysisGPT-5.6 Luna (medium) SciCode46.8%
Artificial AnalysisGPT-5.6 Luna (medium) AA-Omniscience Accuracy40.7%
Artificial AnalysisGPT-5.6 Luna (medium) AA-Omniscience Non-Hallucination Rate9.1%

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

Activity

Token volume and request traffic to this model over time.

Quick Start

Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.

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Frequently asked questions

GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for its price tier.

GPT-5.6 Luna (batch) costs $0.10/M input tokens and $0.60/M output tokens, with separate rates for Cache Read at $0.01/M tokens and Web Search at $10.00/1K calls.

GPT-5.6 Luna (batch) has a 1,050,000 token context window. It supports up to 128,000 completion tokens.

Yes. GPT-5.6 Luna (batch) accepts tools and tool_choice for function calling. It also supports structured outputs via a JSON schema in response_format.

GPT-5.6 Luna (batch) accepts files such as PDFs, images, and text as input and returns text.

GPT-6 Astra, GPT-6 Astra Pro, GPT-5.6 Luna Pro and 55 more are other text models from OpenAI.

GPT-5.6 Luna (batch) was released on July 9, 2026. Its knowledge cutoff is February 16, 2026.