Compare / head-to-head
Claude Fable 5.1vsGPT-6 Astra
GPT-6 Astra leads 4 of 5 shared benchmarks. Both list the same combined token price. GPT-6 Astra has the larger context window (1.1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 4
GPT-6 Astra leads · 1 tied
Cheaper per token
Tie
list price, input + output
Larger context
GPT-6 Astra
1.1M tokens
Provider uptime (30d)
100% · 94.4637%
Anthropic · OpenAI
Claude Fable 5.1
Anthropic · released 2026-09-01
textvision
GPT-6 Astra
OpenAI · released 2026-09-03
textvision
Quality
Benchmark matrix
5 shared · 3 only Claude Fable 5.1 · 2 only GPT-6 Astra| Benchmark | Claude Fable 5.1 | GPT-6 Astra | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 5 | ||||
| FrontierMath Tier 4 v2 (Epoch AI run) | 87.8% ↗epoch | 97.6% ↗epoch | -9.8 pt | GPT-6 Astra |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 90.2% ↗epoch | 93.7% ↗epoch | -3.5 pt | GPT-6 Astra |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 100% ↗epoch | 100% ↗epoch | 0 | Tie |
| SimpleQA Verified | 70.8% ↗epoch | 75.6% ↗epoch | -4.8 pt | GPT-6 Astra |
| Terminal-Bench Science 0.1 | 52.6% ↗ | 64.6% ↗ | -12 pt | GPT-6 Astra |
| Only Claude Fable 5.1 reports · 3 | ||||
| Humanity's Last Exam (no tools) | 60.9% ↗ | not reported | — | — |
| CursorBench 3.2.0 | 73.4% ↗ | not reported | — | — |
| GDPval-AA v2 | 1853 ↗ | not reported | — | — |
| Only GPT-6 Astra reports · 2 | ||||
| GPQA Diamond | not reported | 96% ↗ | — | — |
| AutomationBench | not reported | 41.4% ↗ | — | — |
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 Claude Fable 5.1 minus GPT-6 Astra 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 | Claude Fable 5.1 | GPT-6 Astra | Edge |
|---|---|---|---|
| Context window | 1M tokens | 1.1M tokens | GPT-6 Astra |
| Max output | 128K tokens | 128K tokens | Tie |
| Input price / 1M | $10 ↗ | $10 ↗ | Tie |
| Output price / 1M | $50 ↗ | $50 ↗ | Tie |
| Cached input / 1M | $0.25 ↗ | $1 ↗ | Claude Fable 5.1 |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $60 | $60 | Tie |
| Modalities | text · vision | text · vision | Tie |
| Released | 2026-09-01 | 2026-09-03 | — |
| Cited benchmark scores | 8 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Claude Fable 5.1 vs …
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GPT-6 Astra vs …
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Which one wins on your data?
Public benchmarks are a starting point. Run Claude Fable 5.1 and GPT-6 Astra on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.