Claude 4.5 Haiku (Reasoning) vs Grok 4.7 (High)
Which is better for the money: Claude 4.5 Haiku (Reasoning) by Anthropic or Grok 4.7 (High) by SpaceXAI? 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
Grok 4.7 (High) scores 29.4 points higher (46.3 vs 16.9) but costs 6.5× as much to run the benchmark ($3881 vs $594; flagship vs premium cost classes). They are not alternatives at one budget: pick Grok 4.7 (High) when you need intelligence above 16.9, and Claude 4.5 Haiku (Reasoning) when 16.9 is enough.
| Metric | Claude 4.5 Haiku (Reasoning) | Grok 4.7 (High) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 16.9 | 46.3 | +174.0% Grok 4.7 (High) is 2.7× more intelligent |
| Total AA cost (lower is better) | $594.08 | $3,880.88 | +553.3% Grok 4.7 (High) is 6.5× more expensive |
| End-to-end time (lower is better) | 24.38s | 30.44s | +24.9% Grok 4.7 (High) is 24.9% slower |
| Price per 1M tokens (in / out) | $1.00 / $5.00 | $2.00 / $6.00 | |
| Input modalities | Text, Image | Text, Image |
Grok 4.7 (High) vs Claude 4.5 Haiku (Reasoning): 174.0% more intelligence, 553.3% more cost to run the AA benchmark, and 24.9% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude 4.5 Haiku (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
- Grok 4.7 (High) is off the frontier: at the same or lower cost, Kimi K3.1 Pro scores 55.10 for $3117.
Claude 4.5 Haiku (Reasoning)Grok 4.7 (High)Today's Pareto frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-4-5-haiku-reasoning/grok-4-7-high · Markdown: /api/v1/compare/claude-4-5-haiku-reasoning/grok-4-7-high?format=md · llms.txt · agent skill