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Model details

GPT 5.6 Luna (Fast)

GPT 5.6 Luna is the speed- and cost-oriented member of the GPT-5.6 family that OpenAI introduced in limited preview on June 26, 2026, sitting beneath the flagship Sol tier and the balanced Terra tier as the most economical option. Luna was framed from launch as the fastest tier in the family, aimed at teams that need quick round-trips for high-volume agent and developer workflows rather than maximum reasoning depth. Its position in the three-tier structure signals an intentional split between heavyweight reasoning models and a lighter sibling that can carry interactive, latency-sensitive traffic at lower cost.

Early availability was deliberately narrow, with OpenAI routing GPT-5.6 Luna first through the API and Codex to a small group of trusted partners before opening it up to broader ChatGPT, Codex, and API access. The model already has dedicated documentation hooks in third-party tooling such as Cursor, which lists Luna alongside Sol and Terra in its model directory, suggesting it is being wired into IDE- and agent-style products that benefit from a responsive frontier option. Practically, Luna fits use cases like inline code assistance, rapid tool-calling loops, and chat-driven automation where responsiveness and unit economics matter more than pushing the absolute quality ceiling.

Vercel AI Gatewayopenai/gpt-5.6-luna-fastgpt-luna

Quick Info

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Provider
Vercel AI Gateway
Model key
openai/gpt-5.6-luna-fast
Release date
Jul 9, 2026
Last updated
Jul 9, 2026
Knowledge cutoff
2026-02-16
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$0.40
Output token cost
$2.40

Limits

Input tokens
922,000 tokens
Output tokens
128,000 tokens
Context window
1,050,000 tokens

Latest news about GPT 5.6 Luna (Fast)

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Coverage

GPT-5.6 Luna is OpenAI's fast, cost-efficient model in the GPT-5.6 family, identified by the API model ID gpt-5.6-luna, and reached general availability on July 9, 2026 after a limited preview that began June 26. The page notes that the bare gpt-5.6 alias routes to Sol rather than Luna, which matters for developers pic For the GPT-5.6 Luna tier, the page documents a 1.05M-token context window with a 128K max output, a February 16, 2026 knowledge cutoff, and reasoning effort settings spanning none through max. Short-context pricing is listed at $1.00 per million input tokens and $6.00 per million output tokens, with cache write at $1.

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Coverage

CometAPI's explainer, updated September 2, 2026, frames GPT-5.6 as OpenAI's new model family announced on June 26, 2026 and available through a limited preview to selected trusted partners via the OpenAI API and Codex, with broader availability expected in ChatGPT, Codex, and the API in subsequent weeks. The family is The piece highlights Sol-specific capabilities that matter across the family: a new max reasoning effort level and an Ultra Mode that can spawn subagents to accelerate complex tasks, alongside gains in agentic coding, biology workflows, and cybersecurity, plus a refreshed safety stack. It notes that the rollout has bee

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Coverage

Big Hat Group's Codex Weekly roundup for the week of July 10, 2026, reports that GPT-5.6 reached general availability on July 9, 2026, after a two-week government vetting delay that kept it in limited preview since June 26 with about 20 partner organizations. The launch introduced a deliberate three-tier family (Sol, T Across the family, the "max" reasoning effort is available to all GPT-5.6 users in Codex, while "ultra" multi-agent acceleration is reserved for Plus and above in Codex and Pro/Enterprise in ChatGPT Work. Prompt caching now supports explicit cache breakpoints with a 30-minute minimum cache life, where cache writes bill

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CoveragePreview

A June 26, 2026 AI-watch roundup reports that OpenAI kicked off a limited preview of the GPT-5.6 series that day, introducing a two-axis naming scheme where the number (5.6) denotes the generation and Sol, Terra, and Luna denote durable capability tiers that can evolve independently. The post quotes OpenAI announcing G Within the broader day-of news, the Luna tier is described as the most economical in the GPT-5.6 range, targeting high-volume workloads at the lowest cost in the lineup, complementing the new Max Reasoning Effort and Ultra Mode features introduced on Sol. The excerpted pricing table places GPT-5.6 Sol at $5/M input and

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