Claude Haiku 5.5 (Max) vs GPT-6.1 Terra (Non-reasoning)
Which is better for the money: Claude Haiku 5.5 (Max) by Anthropic or GPT-6.1 Terra (Non-reasoning) by OpenAI? 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 (Max) scores 9.9 points higher (43.4 vs 33.5) but costs 2.2× as much to run the benchmark ($330 vs $154; both mid-range class). Pick Claude Haiku 5.5 (Max) when the extra intelligence is worth the premium, otherwise GPT-6.1 Terra (Non-reasoning).
| Metric | Claude Haiku 5.5 (Max) | GPT-6.1 Terra (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 43.4 | 33.5 | −22.8% GPT-6.1 Terra (Non-re… is 22.8% less intelligent |
| Total AA cost (lower is better) | $330.25 | $153.58 | −53.5% GPT-6.1 Terra (Non-re… is 53.5% cheaper |
| End-to-end time (lower is better) | 360.06s | 6.61s | −98.2% GPT-6.1 Terra (Non-re… is 98.2% faster |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $1.00 / $5.00 | |
| Input modalities | Text, Image | Text, Image |
GPT-6.1 Terra (Non-reasoning) vs Claude Haiku 5.5 (Max): 22.8% less intelligence, 53.5% less cost to run the AA benchmark, and 98.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Haiku 5.5 (Max) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- GPT-6.1 Terra (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6 Luna (Max) scores 38.10 for $122.
Claude Haiku 5.5 (Max)GPT-6.1 Terra (Non-reasoning)Today's Pareto frontierEvery other model
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