GPT-6.1 Sol (High) vs Ling 3.1 Flash 1019
Which is better for the money: GPT-6.1 Sol (High) by OpenAI or Ling 3.1 Flash 1019 by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Clear winner
Verdict
Pick GPT-6.1 Sol (High)
Ling 3.1 Flash 1019 vs GPT-6.1 Sol (High): 12.5% less intelligence, 197.7% more cost to run the AA benchmark, and end-to-end time not fully reported.
| Metric | GPT-6.1 Sol (High) | Ling 3.1 Flash 1019 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 50.2 | 43.9 | −12.5% Ling 3.1 Flash 1019 is 12.5% less intelligent |
| Total AA cost (lower is better) | $521.32 | $1,551.81 | +197.7% Ling 3.1 Flash 1019 is 3.0× more expensive |
| End-to-end time (lower is better) | 43.44s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.30 / $0.90 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (High) is on today's frontier: nothing is both smarter and cheaper.
- Ling 3.1 Flash 1019 is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
GPT-6.1 Sol (High)Ling 3.1 Flash 1019Today'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-6-1-sol-high/ling-3-1-flash-1019 · Markdown: /api/v1/compare/gpt-6-1-sol-high/ling-3-1-flash-1019?format=md · llms.txt · agent skill