GPT-6 Sol (Xhigh) vs Ling 3.1 Flash 1019
Which is better for the money: GPT-6 Sol (Xhigh) 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 2026-10-25.
Clear winner
Verdict
Pick GPT-6 Sol (Xhigh)
Ling 3.1 Flash 1019 vs GPT-6 Sol (Xhigh): 0.7% less intelligence, 81.6% more cost to run the AA benchmark, and end-to-end time not fully reported.
| Metric | GPT-6 Sol (Xhigh) | Ling 3.1 Flash 1019 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 44.2 | 43.9 | −0.7% Ling 3.1 Flash 1019 is 0.7% less intelligent |
| Total AA cost (lower is better) | $854.60 | $1,551.81 | +81.6% Ling 3.1 Flash 1019 is 81.6% more expensive |
| End-to-end time (lower is better) | 42.26s | 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 Sol (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- 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 Sol (Xhigh)Ling 3.1 Flash 1019Today's Pareto frontierEvery other model
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