GPT-6 Astra (Medium) vs GPT-6 Sol (Max)
Which is better for the money: GPT-6 Astra (Medium) by OpenAI or GPT-6 Sol (Max) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
GPT-6 Astra (Medium) scores 2.0 points higher (49.6 vs 47.6) but costs 1.6× as much to run the benchmark ($2434 vs $1536; flagship vs premium cost classes). Pick GPT-6 Astra (Medium) when the extra intelligence is worth the premium, otherwise GPT-6 Sol (Max).
| Metric | GPT-6 Astra (Medium) | GPT-6 Sol (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 49.6 | 47.6 | −4.0% GPT-6 Sol (Max) is 4.0% less intelligent |
| Total AA cost (lower is better) | $2,434.12 | $1,535.80 | −36.9% GPT-6 Sol (Max) is 36.9% cheaper |
| End-to-end time (lower is better) | 14.07s | 124.96s | +788.1% GPT-6 Sol (Max) is 788.1% slower |
| Price per 1M tokens (in / out) | $10.0 / $50.0 | $2.00 / $10.0 | |
| Input modalities | Text, Image | Text, Image |
GPT-6 Sol (Max) vs GPT-6 Astra (Medium): 4.0% less intelligence, 36.9% less cost to run the AA benchmark, and 788.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6 Astra (Medium) is off the frontier: at the same or lower cost, Claude Opus 5.5 (High, Default Fallback) scores 53.60 for $2172.
- GPT-6 Sol (Max) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
GPT-6 Astra (Medium)GPT-6 Sol (Max)Today's Pareto frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-astra-medium/gpt-6-sol · Markdown: /api/v1/compare/gpt-6-astra-medium/gpt-6-sol?format=md · llms.txt · agent skill