GPT-6 Astra Sol Luna
GPT-6 family — Astra, Sol, Luna
Overview
Three GPT-6 SKUs on one ladder. Astra is the most capable ($10 / $50). Sol is the default professional model ($2 / $10). Luna is the efficient high-volume model ($0.10 / $0.50). OpenAI trained Sol and Luna with similar methods to Astra, then cut Sol/Luna API prices 50% vs GPT-5.6 promo rates.
Standard short context (per million tokens)
| Astra | Sol | Luna | |
|---|---|---|---|
| In / out | $10 / $50 | $2 / $10 | $0.10 / $0.50 |
| Cached in | $1.00 | ~$0.10 | $0.01 |
| Cache write | $12.50 | ~$2.50 | $0.125 |
| Use | Hardest work | Daily GPT-6 | Volume / simple |
| >272K in | 2× / 1.5× out | Same rule | Same rule |
Capabilities
- AstraComplex reasoning, coding, computer use, research, documents. Effort up to xhigh/max. Don’t use it for autocomplete-style volume.
- SolSame $2 / $10 band as Claude Sonnet 5.5. Default for ChatGPT Work / Codex-class tasks when you are in the OpenAI stack.
- LunaMost efficient GPT-6. Free/Go desktop access was called out at launch for Luna; API is `gpt-6-luna`.
Context Window
All three share the >272K input long-context multiplier (2× input and cache, 1.5× output for the full request). Astra at that tier is $20 / $75 class.
- Design prompts to stay under 272K.
- Cache static prefixes—Astra cache reads are $1 / MTok, still cheaper than fresh $10 input.
Pricing
OpenAI standard rates. Batch/Flex 50%; Fast 2×. Long-context column on the pricing page lists higher numbers for the same SKUs.
- Astra
- $10 / $50 (short) · $20 / $75 (long in/out class)
- Sol
- $2 / $10 (short) · $4 / $15 (long class)
- Luna
- $0.10 / $0.50 (short) · $0.20 / $0.75 (long class)
- 50K in + 2K out (short, no cache): Astra ≈ $0.60, Sol ≈ $0.12, Luna ≈ $0.006.
- Tool-specific models may add per-call fees (search, computer use).
How to Use
- Router: Luna → Sol → AstraCheap first, spend only when quality drops.
- Pin snapshotsBill against the id in the docs (`gpt-6-astra`, `gpt-6-sol`, `gpt-6-luna` or dated snapshots).
- Compare to ClaudeSol ≈ Sonnet 5.5 on sticker; Astra ≈ Fable 5.1; Opus 5.5 sits between Sol and Astra at $4 / $20.