GPT-6 Sol (Non-reasoning) vs Inkling Small
Which is better for the money: GPT-6 Sol (Non-reasoning) by OpenAI or Inkling Small by Thinking Machines? 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 Sol (Non-reasoning) scores 2.8 points higher (28.5 vs 25.7) but costs 1.9× as much to run the benchmark ($449 vs $241; both mid-range class). Pick GPT-6 Sol (Non-reasoning) when the extra intelligence is worth the premium, otherwise Inkling Small.
| Metric | GPT-6 Sol (Non-reasoning) | Inkling Small | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.5 | 25.7 | −9.8% Inkling Small is 9.8% less intelligent |
| Total AA cost (lower is better) | $449.37 | $240.85 | −46.4% Inkling Small is 46.4% cheaper |
| End-to-end time (lower is better) | 5.90s | 12.68s | +114.9% Inkling Small is 114.9% slower |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.30 / $1.20 | |
| Input modalities | Text, Image | Text, Image, Speech |
Inkling Small vs GPT-6 Sol (Non-reasoning): 9.8% less intelligence, 46.4% less cost to run the AA benchmark, and 114.9% slower end-to-end.
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.
- Inkling Small is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
GPT-6 Sol (Non-reasoning)Inkling SmallToday'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/inkling-small · Markdown: /api/v1/compare/gpt-6-sol-non-reasoning/inkling-small?format=md · llms.txt · agent skill