Grok 4.3 (High) vs Ling 3.1 Flash
Which is better for the money: Grok 4.3 (High) by SpaceXAI or Ling 3.1 Flash 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 scores 16.2 points higher (41.1 vs 24.9) but costs 2.8× as much to run the benchmark ($1015 vs $363; premium vs mid-range cost classes). Pick Ling 3.1 Flash when the extra intelligence is worth the premium, otherwise Grok 4.3 (High).
| Metric | Grok 4.3 (High) | Ling 3.1 Flash | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 24.9 | 41.1 | +65.1% Ling 3.1 Flash is 65.1% more intelligent |
| Total AA cost (lower is better) | $363.24 | $1,014.56 | +179.3% Ling 3.1 Flash is 2.8× more expensive |
| End-to-end time (lower is better) | 24.88s | 13.64s | −45.2% Ling 3.1 Flash is 45.2% faster |
| Price per 1M tokens (in / out) | $1.25 / $2.50 | $0.30 / $0.90 | |
| Input modalities | Text, Image | Text |
Ling 3.1 Flash vs Grok 4.3 (High): 65.1% more intelligence, 179.3% more cost to run the AA benchmark, and 45.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Grok 4.3 (High) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- Ling 3.1 Flash is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Grok 4.3 (High)Ling 3.1 FlashToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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