Claude Haiku 5.5 (Medium) vs MiniMax-M3.1-Flash
Which is better for the money: Claude Haiku 5.5 (Medium) by Anthropic or MiniMax-M3.1-Flash by MiniMax? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Trade-off
Verdict
Depends on your budget
MiniMax-M3.1-Flash scores 8.2 points higher (42.7 vs 34.5) but costs 5.0× as much to run the benchmark ($283 vs $56.4; both mid-range class). They are not alternatives at one budget: pick MiniMax-M3.1-Flash when you need intelligence above 34.5, and Claude Haiku 5.5 (Medium) when 34.5 is enough.
| Metric | Claude Haiku 5.5 (Medium) | MiniMax-M3.1-Flash | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 34.5 | 42.7 | +23.8% MiniMax-M3.1-Flash is 23.8% more intelligent |
| Total AA cost (lower is better) | $56.36 | $283.18 | +402.4% MiniMax-M3.1-Flash is 5.0× more expensive |
| End-to-end time (lower is better) | 13.12s | 22.62s | +72.4% MiniMax-M3.1-Flash is 72.4% slower |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $0.15 / $0.60 | |
| Input modalities | Text, Image | Text, Image |
MiniMax-M3.1-Flash vs Claude Haiku 5.5 (Medium): 23.8% more intelligence, 402.4% more cost to run the AA benchmark, and 72.4% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Haiku 5.5 (Medium) is on today's frontier: nothing is both smarter and cheaper.
- MiniMax-M3.1-Flash is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Claude Haiku 5.5 (Medium)MiniMax-M3.1-FlashToday's Pareto frontierEvery other model
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