GPT-5.6 Luna vs GPT-5 Mini
GPT-5.6 Luna (OpenAI) and GPT-5 Mini (OpenAI) compared point by point: measured performance, pricing, context and capabilities.
Data as of October 22, 2026
Side-by-side comparison
| Criterion | GPT-5.6 Luna | GPT-5 Mini |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | July 9, 2026 | August 7, 2025 |
| Capability index | 79.6 / 100 | 62.9 / 100 |
| Input price | $0.20 | $0.25 |
| Output price | $1.2 | $2 |
| Cost of a typical task | $0.006 | $0.009 |
| Context window | 1,050,000 tokens | 272,000 tokens |
| Maximum output | 128,000 tokens | 8,192 tokens |
| Reasoning mode | Yes | Yes |
| Tool calling | Yes | Yes |
| Accepted inputs | text, image, PDF | text, image |
| Open weights | No | No |
| Knowledge cutoff | February 16, 2026 | May 30, 2024 |
The match-up at a glance
GPT-5.6 Luna and GPT-5 Mini are two budget models, built for high volumes at a low price, both built by OpenAI. GPT-5.6 Luna was released on July 9, 2026, GPT-5 Mini on August 7, 2025.
All figures below come from public sources checked on October 22, 2026: models.dev and OpenRouter for prices and capabilities, Epoch AI for scores.
Performance
On our capability index, GPT-5.6 Luna scores 79.6 out of 100 and GPT-5 Mini 62.9. GPT-5.6 Luna leads by 16.7 points.
On the 3 benchmarks reported for both, GPT-5.6 Luna wins 3 times and GPT-5 Mini 0:
- GPQA Diamond (PhD-level science questions): GPT-5.6 Luna 91.6%, GPT-5 Mini 75%
- OTIS Mock AIME (competition mathematics problems): GPT-5.6 Luna 98.3%, GPT-5 Mini 86.7%
- FrontierMath (very hard research-level mathematics): GPT-5.6 Luna 82.1%, GPT-5 Mini 46.7%
Pricing
GPT-5.6 Luna costs $0.20 per million input tokens and $1.2 per million output tokens; GPT-5 Mini costs $0.25 and $2.
For a typical agent task (read 20,000 tokens, write 2,000), expect $0.006 with GPT-5.6 Luna versus $0.009 with GPT-5 Mini. GPT-5.6 Luna is 1.4 times cheaper, a gap that adds up quickly over 1,000 tasks: $2.6 difference.
Run the numbers with your own volumes in the agent cost calculator.
Under the hood
GPT-5.6 Luna reads more in one go: 1,050,000 tokens of context (roughly 1,575 pages), versus 272,000 for GPT-5 Mini.
Reasoning mode: GPT-5.6 Luna yes, GPT-5 Mini yes. Tool calling: GPT-5.6 Luna yes, GPT-5 Mini yes. Image input: GPT-5.6 Luna yes, GPT-5 Mini yes.
Neither publishes its weights: both are used through an API.
Knowledge cutoff: February 16, 2026 for GPT-5.6 Luna, May 30, 2024 for GPT-5 Mini.
In short
Our reading of the data:
- Choose GPT-5.6 Luna for a higher capability index, a lower cost, a larger context window and a more recent release.
This verdict relies on public figures; it does not replace a trial on your own tasks.
Other comparisons
Frequently asked questions
GPT-5.6 Luna or GPT-5 Mini: which is better?
On our index (Epoch AI data), GPT-5.6 Luna scores 79.6 and GPT-5 Mini 62.9 out of 100. The best choice also depends on price and on your use case.
Which one is cheaper?
GPT-5.6 Luna. To read 20,000 tokens and write 2,000, expect $0.006 with GPT-5.6 Luna and $0.009 with GPT-5 Mini (prices as of October 22, 2026).
Which one has the larger context window?
GPT-5.6 Luna, with 1,050,000 tokens versus 272,000.
Can I run GPT-5.6 Luna or GPT-5 Mini on my own servers?
No: both are closed models, available through an API.
Data sources
- Models.dev — Model data: models.dev (open-source project)
- OpenRouter — Market prices cross-checked with OpenRouter
- Epoch AI — AI Benchmarking Hub — Epoch AI, “AI Benchmarking Hub”, epoch.ai, CC BY 4.0
Data as of October 22, 2026
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