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Model comparison

Claude 3 Opus vs Kimi K2

Data verified

Head-to-head evidence from 4 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

Anthropic
41.13/100
Margin
13.9pts
← winning
Moonshot AI
27.19/100
0 category wins0 category wins

Public leaderboard positions: Claude 3 Opus #168 (Supported); Kimi K2 #189 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude 3 Opus and Kimi K2 share 4 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Claude 3 Opus; 10 to Kimi K2.

Updated July 20, 2026
Shared results
4
Claude 3 Opus only
1
Kimi K2 only
10
Comparable categories
0 / 8

Benchmark data for Claude 3 Opus and Kimi K2 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 4 shared benchmark results across 2 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Claude 3 Opus is priced at $15.00 input / $75.00 output per 1M tokens, versus $0.60 input / $2.50 output per 1M tokens for Kimi K2. Claude 3 Opus has the larger context window at 200K, 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 3 Opus and Kimi K2
CategoryClaude 3 OpusΔKimi K2
MathClaude 3 OpusNot measuredMarginNo overlapKimi K216.1

Operational comparison

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

MetricClaude 3 OpusKimi K2Comparison
Input / output priceUSD per 1M tokensClaude 3 Opus$15 input / $75 outputKimi K2$0.6 input / $2.5 outputKimi K2 has the lower combined listed price.
Generation speedtokens per secondClaude 3 OpusNot availableKimi K243 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude 3 OpusNot availableKimi K21.51 sA complete latency comparison is not available.
Context windowmaximum listed tokensClaude 3 Opus200KKimi K2128KClaude 3 Opus lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkClaude 3 OpusKimi K2Result
τ²-bench resultsSource 61.1%Not comparable
Coding
BenchmarkClaude 3 OpusKimi K2Result
AA Coding IndexSource 19.5%Not comparable
AA-SciCodeSource 23.3%34.5%Kimi K2 leads
Reasoning
BenchmarkClaude 3 OpusKimi K2Result
AA-LCRSource 51.0%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkClaude 3 OpusKimi K2Result
Artificial Analysis Intelligence IndexSource 11.8%19.4%Kimi K2 leads
AA-GPQA DiamondSource 48.9%76.6%Kimi K2 leads
AA-HLESource 3.1%7.0%Kimi K2 leads
AA-Omniscience IndexSource -27.5%Not comparable
AA-Omniscience AccuracySource 26.8%Not comparable
AA-Omniscience Hallucination RateSource 74.2%Not comparable
Math
BenchmarkClaude 3 OpusKimi K2Result
FrontierMath v2 (Tiers 1-3)Source 21.404%Not comparable
FrontierMath v2 (Tier 4)Source 0.000%Not comparable
Multimodal
BenchmarkClaude 3 OpusKimi K2Result
Design Arena WebsiteSource 1083Not comparable
Inst. Following
BenchmarkClaude 3 OpusKimi K2Result
AA-IFBenchSource 41.5%Not comparable
Frequently Asked Questions (3)

Can I compare Claude 3 Opus and Kimi K2 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Claude 3 Opus and Kimi K2 today?

Claude 3 Opus: $15.00 input / $75.00 output per 1M tokens Kimi K2: $0.60 input / $2.50 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 20, 2026

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