Gemini 2.5 Pro vs Ling 3.1 Flash 1019
Which is better for the money: Gemini 2.5 Pro by Google 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.
Trade-off
Verdict
Depends on your budget
Ling 3.1 Flash 1019 scores 27.8 points higher (43.9 vs 16.1) but costs 1.9× as much to run the benchmark ($1552 vs $823; both premium class). Pick Ling 3.1 Flash 1019 when the extra intelligence is worth the premium, otherwise Gemini 2.5 Pro.
| Metric | Gemini 2.5 Pro | Ling 3.1 Flash 1019 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 16.1 | 43.9 | +172.7% Ling 3.1 Flash 1019 is 2.7× more intelligent |
| Total AA cost (lower is better) | $822.85 | $1,551.81 | +88.6% Ling 3.1 Flash 1019 is 88.6% more expensive |
| End-to-end time (lower is better) | 26.13s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $1.25 / $10.0 | $0.30 / $0.90 | |
| Input modalities | Text, Image, Speech, Video | Text |
Ling 3.1 Flash 1019 vs Gemini 2.5 Pro: 172.7% more intelligence, 88.6% more cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Gemini 2.5 Pro 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.
Gemini 2.5 ProLing 3.1 Flash 1019Today's Pareto frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-pro/ling-3-1-flash-1019 · Markdown: /api/v1/compare/gemini-2-5-pro/ling-3-1-flash-1019?format=md · llms.txt · agent skill