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Model comparison

Claude Opus 4.6 vs Kimi K2

Data verified

Head-to-head evidence from 14 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

68.59/100
Margin
41.4pts
← winning
Kimi K2
Moonshot AI
27.19/100
1 category wins0 category wins

Public leaderboard positions: Claude Opus 4.6 #16 (Supported); Kimi K2 #189 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude Opus 4.6 and Kimi K2 share 14 comparable benchmark results. 1 of 8 categories are comparable. 32 results are unique to Claude Opus 4.6; 0 to Kimi K2.

Updated July 20, 2026
Shared results
14
Claude Opus 4.6 only
32
Kimi K2 only
0
Comparable categories
1 / 8

Pick Claude Opus 4.6 if you want the stronger benchmark profile. Kimi K2 only becomes the better choice if you want the cheaper token bill.

Confidence note. This is a partial-evidence comparison with 14 shared benchmark results across 7 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Claude Opus 4.6 is clearly ahead on the BenchAlign aggregate, 68.59 to 27.19. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Claude Opus 4.6's sharpest advantage is in mathematics, where it averages 36.3 against 16.1. The single biggest benchmark swing on the page is FrontierMath v2 (Tier 4), 22.900% to 0.000%.

Claude Opus 4.6 is also the more expensive model on tokens at $5.00 input / $25.00 output per 1M tokens, versus $0.60 input / $2.50 output per 1M tokens for Kimi K2. That is roughly 10.0x on output cost alone. Claude Opus 4.6 gives you the larger context window at 1M, compared with 128K for Kimi K2.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Claude Opus 4.6 and Kimi K2
CategoryClaude Opus 4.6ΔKimi K2
MathClaude Opus 4.636.3Margin← 20.2Kimi K216.1
AgenticClaude Opus 4.673.0MarginNo overlapKimi K2Not measured
CodingClaude Opus 4.668.1MarginNo overlapKimi K2Not measured
KnowledgeClaude Opus 4.669.1MarginNo overlapKimi K2Not measured
MultimodalClaude Opus 4.677.3MarginNo overlapKimi K2Not measured

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Claude Opus 4.6B · Kimi K2

  1. FrontierMath v2 (Tier 4)

    Math
    Source ↗
    A 22.900%B 0.000%
    Winner: Claude Opus 4.6Δ 22.9
    FrontierMath v2 (Tier 4): Claude Opus 4.6 scored 22.900%; Kimi K2 scored 0.000%. Claude Opus 4.6 wins this benchmark.

  2. FrontierMath v2 (Tiers 1-3)

    Math
    Source ↗
    A 40.700%B 21.404%
    Winner: Claude Opus 4.6Δ 19.3
    FrontierMath v2 (Tiers 1-3): Claude Opus 4.6 scored 40.700%; Kimi K2 scored 21.404%. Claude Opus 4.6 wins this benchmark.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricClaude Opus 4.6Kimi K2Comparison
Input / output priceUSD per 1M tokensClaude Opus 4.6$5 input / $25 outputKimi K2$0.6 input / $2.5 outputKimi K2 has the lower combined listed price.
Generation speedtokens per secondClaude Opus 4.640 tok/sKimi K243 tok/sKimi K2 has the higher measured throughput.
First-answer latencyseconds to first tokenClaude Opus 4.61.78 sKimi K21.51 sKimi K2 reaches the first token sooner.
Context windowmaximum listed tokensClaude Opus 4.61MKimi K2128KClaude Opus 4.6 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkClaude Opus 4.6Kimi K2Result
Terminal-Bench 2.0Source 65.4%—Not comparable
BrowseCompSource 83.7%—Not comparable
OSWorld-VerifiedSource 72.7%—Not comparable
τ²-bench resultsSource 84.8%61.1%Claude Opus 4.6 leads
Claw-EvalSource 70.4%—Not comparable
DeepSearchQASource 73.7%—Not comparable
CyberGymSource 66.6%—Not comparable
Gert LabsSource 61.85%—Not comparable
ResearchClawBenchSource 19.9%—Not comparable
JobBenchSource 36.7%—Not comparable
Coding
BenchmarkClaude Opus 4.6Kimi K2Result
SWE-bench VerifiedSource 80.8%—Not comparable
SWE-bench Verified*Source 75.6%—Not comparable
LiveCodeBench ProSource 70.7%—Not comparable
SWE-bench ProSource 53.4%—Not comparable
SWE-RebenchSource 65.3%—Not comparable
React Native EvalsSource 84.1%—Not comparable
Vibe Code BenchSource 57.57%—Not comparable
AA-SciCodeSource 45.7%34.5%Claude Opus 4.6 leads
FrontierCode 1.1 MainSource 26.9%—Not comparable
Reasoning
BenchmarkClaude Opus 4.6Kimi K2Result
AA-LCRSource 58.3%51.0%Claude Opus 4.6 leads
CritPtSource 2.8%0.0%Claude Opus 4.6 leads
Knowledge
BenchmarkClaude Opus 4.6Kimi K2Result
GPQASource 91.3%—Not comparable
GPQA-DSource 89.2%—Not comparable
SuperGPQASource 95%—Not comparable
MMLU-ProSource 82%—Not comparable
MMLU-Pro (Arcee)Source 89.1%—Not comparable
HLESource 53%—Not comparable
HLE w/o toolsSource 40%—Not comparable
HealthBench HardSource 14.8%—Not comparable
MedXpertQA (Text)Source 52.1%—Not comparable
Artificial Analysis Intelligence IndexSource 37.8%19.4%Claude Opus 4.6 leads
AA-GPQA DiamondSource 84.0%76.6%Claude Opus 4.6 leads
AA-HLESource 18.6%7.0%Claude Opus 4.6 leads
AA-Omniscience IndexSource 3.5%-27.5%Claude Opus 4.6 leads
AA-Omniscience AccuracySource 45.2%26.8%Claude Opus 4.6 leads
AA-Omniscience Hallucination RateSource 76.0%74.2%Kimi K2 leads
MathClaude Opus 4.6 wins
BenchmarkClaude Opus 4.6Kimi K2Result
AIME25 (Arcee)Source 99.8%—Not comparable
FrontierMath v2 (Tiers 1-3)Source 40.700%21.404%Claude Opus 4.6 leads
FrontierMath v2 (Tier 4)Source 22.900%0.000%Claude Opus 4.6 leads
Multimodal
BenchmarkClaude Opus 4.6Kimi K2Result
MMMU-ProSource 77.3%—Not comparable
ERQASource 51.6%—Not comparable
ScreenSpot ProSource 83.1%—Not comparable
MedXpertQA (MM)Source 64.8%—Not comparable
AA-MMMU-ProSource 72.5%—Not comparable
Design Arena WebsiteSource 13281083Claude Opus 4.6 leads
Inst. Following
BenchmarkClaude Opus 4.6Kimi K2Result
AA-IFBenchSource 44.6%41.5%Claude Opus 4.6 leads
Frequently Asked Questions (2)

Which is better, Claude Opus 4.6 or Kimi K2?

Claude Opus 4.6 is ahead on BenchLM's BenchAlign leaderboard, 68.59 to 27.19. The biggest single separator in this matchup is FrontierMath v2 (Tier 4), where the scores are 22.900% and 0.000%.

Which is better for math, Claude Opus 4.6 or Kimi K2?

Claude Opus 4.6 has the edge for math in this comparison, averaging 36.3 versus 16.1. Inside this category, FrontierMath v2 (Tier 4) is the benchmark that creates the most daylight between them.

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