Compare / head-to-head
GPT-6 AstravsQwen3.8-Max
GPT-6 Astra leads 5 of 5 shared benchmarks. Qwen3.8-Max is 9.1x cheaper per token. 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
5 – 0
GPT-6 Astra leads
Cheaper per token
Qwen3.8-Max
9.1x cheaper, input + output
Larger context
GPT-6 Astra
1.1M tokens
Provider uptime (30d)
95.5056% · —
OpenAI · Qwen
GPT-6 Astra
OpenAI · released 2026-09-03
textvision
Qwen3.8-Max
Qwen · released 2026-08-02
textvision
Quality
Benchmark matrix
5 shared · 2 only GPT-6 Astra · 3 only Qwen3.8-Max| Benchmark | GPT-6 Astra | Qwen3.8-Max | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 5 | ||||
| GPQA Diamond | 96% ↗ | 92.6% ↗ | +3.4 pt | GPT-6 Astra |
| FrontierMath Tier 4 v2 (Epoch AI run) | 97.6% ↗epoch | 46.3% ↗epoch | +51.3 pt | GPT-6 Astra |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 93.7% ↗epoch | 74.7% ↗epoch | +19 pt | GPT-6 Astra |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 100% ↗epoch | 99.4% ↗epoch | +0.6 pt | GPT-6 Astra |
| SimpleQA Verified | 75.6% ↗epoch | 45.8% ↗epoch | +29.8 pt | GPT-6 Astra |
| Only GPT-6 Astra reports · 2 | ||||
| AutomationBench | 41.4% ↗ | not reported | — | — |
| Terminal-Bench Science 0.1 | 64.6% ↗ | not reported | — | — |
| Only Qwen3.8-Max reports · 3 | ||||
| LMArena Elo | not reported | 1480.6 ↗ | — | — |
| SWE-Bench Pro | not reported | 67.7% ↗ | — | — |
| Terminal-Bench 2.1 | not reported | 86.6% ↗ | — | — |
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 Qwen3.8-Max 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 | Qwen3.8-Max | Edge |
|---|---|---|---|
| Context window | 1.1M tokens | 1M tokens | GPT-6 Astra |
| Max output | 128K tokens | 131K tokens | Qwen3.8-Max |
| Input price / 1M | $10 ↗ | $1.65 ↗ | Qwen3.8-Max |
| Output price / 1M | $50 ↗ | $4.95 ↗ | Qwen3.8-Max |
| Cached input / 1M | $1 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $60 | $6.6 | Qwen3.8-Max |
| Modalities | text · vision | text · vision | Tie |
| Released | 2026-09-03 | 2026-08-02 | — |
| Cited benchmark scores | 8 | 9 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
GPT-6 Astra vs …
Models sharing the most benchmarksMore matchups
Qwen3.8-Max vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GPT-6 Astra and Qwen3.8-Max on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.