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Claude Opus 4.5 vs Kimi K2.5

Head-to-head comparison across 7benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Claude Opus 4.5

80

VS

Kimi K2.5

68

5 categoriesvs2 categories

Verified leaderboard positions: Claude Opus 4.5 #7 · Kimi K2.5 #9

Pick Claude Opus 4.5 if you want the stronger benchmark profile. Kimi K2.5 only becomes the better choice if instruction following is the priority or you need the larger 256K context window.

Category Radar

Head-to-Head by Category

Category Breakdown

Agentic

Claude Opus 4.5
62.5vs54.6

+7.9 difference

Coding

Claude Opus 4.5
65.9vs64.2

+1.7 difference

Reasoning

Claude Opus 4.5
64.4vs61

+3.4 difference

Knowledge

Claude Opus 4.5
66.2vs65.1

+1.1 difference

Multilingual

Claude Opus 4.5
85.7vs82.3

+3.4 difference

Multimodal

Kimi K2.5
70.6vs78.5

+7.9 difference

Inst. Following

Kimi K2.5
79.4vs93.9

+14.5 difference

Operational Comparison

Claude Opus 4.5

Kimi K2.5

Price (per 1M tokens)

$null / $null

$0.5 / $2.8

Speed

46 t/s

45 t/s

Latency (TTFT)

1.01s

2.38s

Context Window

200K

256K

Quick Verdict

Pick Claude Opus 4.5 if you want the stronger benchmark profile. Kimi K2.5 only becomes the better choice if instruction following is the priority or you need the larger 256K context window.

Claude Opus 4.5 is clearly ahead on the provisional aggregate, 80 to 68. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Claude Opus 4.5's sharpest advantage is in agentic, where it averages 62.5 against 54.6. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 59.3% to 50.8%. Kimi K2.5 does hit back in instruction following, so the answer changes if that is the part of the workload you care about most.

Kimi K2.5 gives you the larger context window at 256K, compared with 200K for Claude Opus 4.5.

Benchmark Deep Dive

Frequently Asked Questions (8)

Which is better, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 is ahead on BenchLM's provisional leaderboard, 80 to 68. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 59.3% and 50.8%.

Which is better for knowledge tasks, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 has the edge for knowledge tasks in this comparison, averaging 66.2 versus 65.1. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.

Which is better for coding, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 has the edge for coding in this comparison, averaging 65.9 versus 64.2. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for reasoning, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 has the edge for reasoning in this comparison, averaging 64.4 versus 61. Inside this category, LongBench v2 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 has the edge for agentic tasks in this comparison, averaging 62.5 versus 54.6. Inside this category, Toolathlon is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Claude Opus 4.5 or Kimi K2.5?

Kimi K2.5 has the edge for multimodal and grounded tasks in this comparison, averaging 78.5 versus 70.6. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, Claude Opus 4.5 or Kimi K2.5?

Kimi K2.5 has the edge for instruction following in this comparison, averaging 93.9 versus 79.4. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, Claude Opus 4.5 or Kimi K2.5?

Claude Opus 4.5 has the edge for multilingual tasks in this comparison, averaging 85.7 versus 82.3. Inside this category, MMLU-ProX 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.

Claude Opus 4.5
API / mo$0
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi K2.5
API / mo$2,475
Self-host / mo$5,221
Break-even146M/day
Model the full break-even

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Last updated: April 20, 2026

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