Claude Opus 4.7 (Adaptive) vs SWE-1.7
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Claude Opus 4.7 (Adaptive) leads for most workloads by a narrow margin.
Based on BenchLM composite scores, July 2026.
Claude Opus 4.7 (Adaptive)
76
SWE-1.7
75
Verified leaderboard positions: Claude Opus 4.7 (Adaptive) #7 · SWE-1.7 unranked
Pick Claude Opus 4.7 (Adaptive) if you want the stronger benchmark profile. SWE-1.7 only becomes the better choice if agentic is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Claude Opus 4.7 (Adaptive) | Δ | SWE-1.7 |
|---|---|---|---|
| Agentic | 75.1 | → 6.4 | 81.5 |
| Coding | 73.0 | — | — |
| Reasoning | 75.8 | — | — |
| Knowledge | 60.0 | — | — |
| Math | 43.8 | — | — |
| Multimodal | 65.1 | — | — |
Operational Comparison
Claude Opus 4.7 (Adaptive)
SWE-1.7
$5 / $25
N/A
N/A
N/A
N/A
N/A
1M
256K
Quick Verdict
Pick Claude Opus 4.7 (Adaptive) if you want the stronger benchmark profile. SWE-1.7 only becomes the better choice if agentic is the priority.
Claude Opus 4.7 (Adaptive) finishes one point ahead on BenchLM's provisional leaderboard, 76 to 75. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.
Claude Opus 4.7 (Adaptive) gives you the larger context window at 1M, compared with 256K for SWE-1.7.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Claude Opus 4.7 (Adaptive) or SWE-1.7?
Claude Opus 4.7 (Adaptive) is ahead on BenchLM's provisional leaderboard, 76 to 75. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 69.4% and 81.5%.
Which is better for agentic tasks, Claude Opus 4.7 (Adaptive) or SWE-1.7?
SWE-1.7 has the edge for agentic tasks in this comparison, averaging 81.5 versus 75.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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