Claude Opus 4.7 vs MiniCPM5-1B
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Claude Opus 4.7 leads for most workloads.
Based on BenchLM composite scores, July 2026.
Claude Opus 4.7
69
MiniCPM5-1B
36
Pick Claude Opus 4.7 if you want the stronger benchmark profile. MiniCPM5-1B only becomes the better choice if you want the stronger reasoning-first profile.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Claude Opus 4.7 | Δ | MiniCPM5-1B |
|---|---|---|---|
| Math | 38.6 | ← 5.5 | 33.1 |
| Knowledge | — | — | 44.1 |
| Inst. Following | — | — | 58.5 |
Operational Comparison
Claude Opus 4.7
MiniCPM5-1B
$5 / $25
N/A
N/A
N/A
N/A
N/A
1M
131K
Quick Verdict
Pick Claude Opus 4.7 if you want the stronger benchmark profile. MiniCPM5-1B only becomes the better choice if you want the stronger reasoning-first profile.
Claude Opus 4.7 is clearly ahead on the provisional aggregate, 69 to 36. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Opus 4.7's sharpest advantage is in mathematics, where it averages 38.6 against 33.1.
MiniCPM5-1B is the reasoning model in the pair, while Claude Opus 4.7 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Claude Opus 4.7 gives you the larger context window at 1M, compared with 131K for MiniCPM5-1B.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Claude Opus 4.7 or MiniCPM5-1B?
Claude Opus 4.7 is ahead on BenchLM's provisional leaderboard, 69 to 36.
Which is better for math, Claude Opus 4.7 or MiniCPM5-1B?
Claude Opus 4.7 has the edge for math in this comparison, averaging 38.6 versus 33.1. MiniCPM5-1B stays close enough that the answer can still flip depending on your workload.
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