Claude Haiku 5.5 (Medium) vs Grok 4.7 (Xhigh)
Which is better for the money: Claude Haiku 5.5 (Medium) by Anthropic or Grok 4.7 (Xhigh) by SpaceXAI? 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
Grok 4.7 (Xhigh) scores 11.9 points higher (46.4 vs 34.5) but costs 88× as much to run the benchmark ($4967 vs $56.4; flagship vs mid-range cost classes). They are not alternatives at one budget: pick Grok 4.7 (Xhigh) when you need intelligence above 34.5, and Claude Haiku 5.5 (Medium) when 34.5 is enough.
| Metric | Claude Haiku 5.5 (Medium) | Grok 4.7 (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 34.5 | 46.4 | +34.5% Grok 4.7 (Xhigh) is 34.5% more intelligent |
| Total AA cost (lower is better) | $56.36 | $4,967.35 | +8713.6% Grok 4.7 (Xhigh) is 88× more expensive |
| End-to-end time (lower is better) | 13.12s | 46.09s | +251.3% Grok 4.7 (Xhigh) is 251.3% slower |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $2.00 / $6.00 | |
| Input modalities | Text, Image | Text, Image |
Grok 4.7 (Xhigh) vs Claude Haiku 5.5 (Medium): 34.5% more intelligence, 8713.6% more cost to run the AA benchmark, and 251.3% 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.
- Grok 4.7 (Xhigh) is off the frontier: at the same or lower cost, Claude Opus 5.5 (Xhigh, Default Fallback) scores 56.00 for $4057.
Claude Haiku 5.5 (Medium)Grok 4.7 (Xhigh)Today's Pareto frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-haiku-5-5-medium/grok-4-7 · Markdown: /api/v1/compare/claude-haiku-5-5-medium/grok-4-7?format=md · llms.txt · agent skill