Kimi K2.6 vs SWE-1.7
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Kimi K2.6 leads for most workloads by a narrow margin.
Based on BenchLM composite scores, July 2026.
Kimi K2.6
75
SWE-1.7
75
Verified leaderboard positions: Kimi K2.6 #13 · SWE-1.7 unranked
Treat this as a split decision. Kimi K2.6 makes more sense if its workflow fits your team better; SWE-1.7 is the better fit if agentic is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Kimi K2.6 | Δ | SWE-1.7 |
|---|---|---|---|
| Agentic | 73.5 | → 8.0 | 81.5 |
| Coding | 72.6 | — | — |
| Knowledge | 42.2 | — | — |
| Math | 94.6 | — | — |
| Multimodal | 79.8 | — | — |
Operational Comparison
Kimi K2.6
SWE-1.7
$0.95 / $4
N/A
N/A
N/A
N/A
N/A
256K
256K
Quick Verdict
Treat this as a split decision. Kimi K2.6 makes more sense if its workflow fits your team better; SWE-1.7 is the better fit if agentic is the priority.
Kimi K2.6 and SWE-1.7 finish on the same provisional overall score, so this is less about a single winner and more about where the edge shows up. The provisional headline says tie; the benchmark table is where the real choice happens.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Kimi K2.6 or SWE-1.7?
Kimi K2.6 and SWE-1.7 are tied on the provisional overall score, so the right pick depends on which category matters most for your use case.
Which is better for agentic tasks, Kimi K2.6 or SWE-1.7?
SWE-1.7 has the edge for agentic tasks in this comparison, averaging 81.5 versus 73.5. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Self-host vs API cost
Estimates at 50,000 req/day · 1000 tokens/req average.
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