GPT-6.1 Sol (Low) vs Ling 3.1 Flash
Which is better for the money: GPT-6.1 Sol (Low) by OpenAI or Ling 3.1 Flash 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 (Low)
Ling 3.1 Flash vs GPT-6.1 Sol (Low): 2.4% less intelligence, 305.0% more cost to run the AA benchmark, and 9.1% slower end-to-end.
| Metric | GPT-6.1 Sol (Low) | Ling 3.1 Flash | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 42.1 | 41.1 | −2.4% Ling 3.1 Flash is 2.4% less intelligent |
| Total AA cost (lower is better) | $250.48 | $1,014.56 | +305.0% Ling 3.1 Flash is 4.1× more expensive |
| End-to-end time (lower is better) | 12.52s | 13.66s | +9.1% Ling 3.1 Flash is 9.1% slower |
| 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 (Low) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Ling 3.1 Flash is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
GPT-6.1 Sol (Low)Ling 3.1 FlashToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-1-sol-low/ling-3-1-flash · Markdown: /api/v1/compare/gpt-6-1-sol-low/ling-3-1-flash?format=md · llms.txt · agent skill