GPT-6 Sol (Non-reasoning) vs Beam 1.0
Which is better for the money: GPT-6 Sol (Non-reasoning) by OpenAI or Beam 1.0 by Reflection? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Clear winner
Verdict
Pick Beam 1.0
Beam 1.0 vs GPT-6 Sol (Non-reasoning): 6.3% more intelligence, 29.1% less cost to run the AA benchmark, and 30.0% slower end-to-end.
| Metric | GPT-6 Sol (Non-reasoning) | Beam 1.0 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.5 | 30.3 | +6.3% Beam 1.0 is 6.3% more intelligent |
| Total AA cost (lower is better) | $449.37 | $318.73 | −29.1% Beam 1.0 is 29.1% cheaper |
| End-to-end time (lower is better) | 5.83s | 7.58s | +30.0% Beam 1.0 is 30.0% slower |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.40 / $1.20 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-6 Sol (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- Beam 1.0 is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
GPT-6 Sol (Non-reasoning)Beam 1.0Today's Pareto frontierOpen-weights 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-sol-non-reasoning/reflection-beam · Markdown: /api/v1/compare/gpt-6-sol-non-reasoning/reflection-beam?format=md · llms.txt · agent skill