Compare / head-to-head
GPT-6 AstravsGPT-6 Sol
GPT-6 Astra leads 1 of 1 shared benchmark. GPT-6 Sol is 5x cheaper per token. Both offer a 1.1M-token context window.
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 0
GPT-6 Astra leads
Cheaper per token
GPT-6 Sol
5x cheaper, input + output
Larger context
Tie
both 1.1M tokens
Providers
OpenAI
same provider
GPT-6 Astra
OpenAI · released 2026-09-03
textvision
Quality
Benchmark matrix
1 shared · 6 only GPT-6 Astra · 3 only GPT-6 Sol| Benchmark | GPT-6 Astra | GPT-6 Sol | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| AutomationBench 1.0.6 | 41.4% ↗ | 33.2% ↗ | +8.2 pt | GPT-6 Astra |
| Only GPT-6 Astra reports · 6 | ||||
| GPQA Diamond | 96% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 97.6% ↗epoch | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 93.7% ↗epoch | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 100% ↗epoch | not reported | — | — |
| SimpleQA Verified | 75.6% ↗epoch | not reported | — | — |
| Terminal-Bench Science 0.1 | 64.6% ↗ | not reported | — | — |
| Only GPT-6 Sol reports · 3 | ||||
| Agents' Last Exam V1 | not reported | 56.4% ↗ | — | — |
| DeepSWE v1.1 | not reported | 68.8% ↗ | — | — |
| OSWorld 2.0 (offline, partial) | not reported | 60.5% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-6 Astra minus GPT-6 Sol in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | GPT-6 Astra | GPT-6 Sol | Edge |
|---|---|---|---|
| Context window | 1.1M tokens | 1.1M tokens | Tie |
| Max output | 128K tokens | 128K tokens | Tie |
| Input price / 1M | $10 ↗ | $2 ↗ | GPT-6 Sol |
| Output price / 1M | $50 ↗ | $10 ↗ | GPT-6 Sol |
| Cached input / 1M | $1 ↗ | $0.2 ↗ | GPT-6 Sol |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $60 | $12 | GPT-6 Sol |
| Modalities | text · vision | text · vision | Tie |
| Released | 2026-09-03 | 2026-09-22 | — |
| Cited benchmark scores | 8 | 4 | — |
Reliability
OpenAI status
Live from /statusMore matchups
GPT-6 Astra vs …
Models sharing the most benchmarksMore matchups
GPT-6 Sol vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
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