Claude Haiku 5.5 (High) vs Ministral 3 8B
Which is better for the money: Claude Haiku 5.5 (High) by Anthropic or Ministral 3 8B by Mistral? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Trade-off
Verdict
Depends on your budget
Claude Haiku 5.5 (High) scores 32.3 points higher (37.8 vs 5.5) but costs 3.4× as much to run the benchmark ($94.1 vs $27.5; mid-range vs budget cost classes). They are not alternatives at one budget: pick Claude Haiku 5.5 (High) when you need intelligence above 5.5, and Ministral 3 8B when 5.5 is enough.
| Metric | Claude Haiku 5.5 (High) | Ministral 3 8B | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 37.8 | 5.5 | −85.4% Ministral 3 8B is 85.4% less intelligent |
| Total AA cost (lower is better) | $94.07 | $27.47 | −70.8% Ministral 3 8B is 70.8% cheaper |
| End-to-end time (lower is better) | 28.44s | 5.36s | −81.2% Ministral 3 8B is 81.2% faster |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $0.15 / $0.15 | |
| Input modalities | Text, Image | Text, Image |
Ministral 3 8B vs Claude Haiku 5.5 (High): 85.4% less intelligence, 70.8% less cost to run the AA benchmark, and 81.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Haiku 5.5 (High) is on today's frontier: nothing is both smarter and cheaper.
- Ministral 3 8B is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
Claude Haiku 5.5 (High)Ministral 3 8BToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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