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Head-to-head comparison

Claude Opus 5.5 vs. Kimi K2.6

Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.

shared result series
160
distinct benchmarks
16
latest retrieval
2026-10-15

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Specifications

General specifications

Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.

Specifications for Claude Opus 5.5 and Kimi K2.6
AttributeClaude Opus 5.5Kimi K2.6
ProviderAnthropicMoonshot AI
ReleasedSep 22, 2026Apr 20, 2026
AvailabilityActiveActive
Model typeProprietaryOpen Weights
ParametersNot published1T, 32B active
ArchitectureNot publishedMixture of Experts
Context window1,000,000 tokens262,144 tokens
Knowledge cutoffJune 2026Not published
Technical sourcesModelModel, Context

Pricing

API pricing compared

The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

API pricing for Claude Opus 5.5 and Kimi K2.6
Price typeClaude Opus 5.5Kimi K2.6
API input$4$0.95
API output$20$4
Cache read$0.2$0.16
Cache write (5 min.)$5Not listed
Cache write (1 hr.)$8Not listed
Price verified09/22/2026 Source09/22/2026 Source
Claude Opus 5.5Kimi K2.6
API inputUSD per 1M tokens, base tier
Claude Opus 5.5$4
Kimi K2.6Lower price$0.95
API outputUSD per 1M tokens, base tier
Claude Opus 5.5$20
Kimi K2.6Lower price$4
Cache readUSD per 1M tokens, base tier
Claude Opus 5.5$0.2
Kimi K2.6Lower price$0.16

Key to the marks:better valuebetter, but not conclusivetie

Pricing by provider

Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.

Provider pricing for Claude Opus 5.5 and Kimi K2.6
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Claude Opus 5.5AnthropicDirect from developerStandard APILowest listed price: $4Lowest listed price: $20Source09/22/2026
Amazon BedrockVia OpenRouteramazon-bedrockLowest listed price: $4Lowest listed price: $20Source10/17/2026
Amazon BedrockVia OpenRouteramazon-bedrock/eu-west-1$4.4$22Source10/17/2026
Amazon BedrockVia OpenRouteramazon-bedrock/us-east-1$4.4$22Source10/17/2026
AnthropicVia OpenRouteranthropicLowest listed price: $4Lowest listed price: $20Source10/17/2026
AnthropicVia OpenRouteranthropic/fast$8$40Source10/17/2026
AzureVia OpenRouterazure/globalLowest listed price: $4Lowest listed price: $20Source10/17/2026
AzureVia OpenRouterazure/us$4.4$22Source10/17/2026
Claude Platform on AWSVia OpenRouterclaude-on-awsLowest listed price: $4Lowest listed price: $20Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/europe$4.4$22Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/globalLowest listed price: $4Lowest listed price: $20Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/us$4.4$22Source10/17/2026
Kimi K2.6Moonshot AIDirect from developerStandard API$0.95$4Source09/22/2026
AtlasCloudVia OpenRouteratlas-cloud/int4$0.95$4Source10/17/2026
BaiduVia OpenRouterbaidu/fp4Lowest listed price: $0.4323Lowest listed price: $1.82Source10/17/2026
ChutesVia OpenRouterchutes/int4$0.45$1.95Source10/17/2026
CloudflareVia OpenRoutercloudflare$0.95$4Source10/17/2026
CoreWeaveVia OpenRoutercoreweave/fp4$0.65$3.41Source10/17/2026
CrusoeVia OpenRoutercrusoe/bf16$0.7$3.5Source10/17/2026
DeepInfraVia OpenRouterdeepinfra/fp4$0.75$3.5Source10/17/2026
DigitalOceanVia OpenRouterdigitalocean$0.57$2.4Source10/17/2026
GMICloudVia OpenRoutergmicloud/fp8$0.855$3.6Source10/17/2026
InceptronVia OpenRouterinceptron/int4$0.4323$3.2Source10/17/2026
Moonshot AIVia OpenRoutermoonshotai/int4$0.95$4Source10/17/2026
NovitaVia OpenRouternovita$0.8$3.4Source10/17/2026
ParasailVia OpenRouterparasail/int4$0.75$3.5Source10/17/2026
PhalaVia OpenRouterphala$1.09$4.6Source10/17/2026
SiliconFlowVia OpenRoutersiliconflow/fp8$0.77$3.4Source10/17/2026
StreamLakeVia OpenRouterstreamlake/fp8$0.5985$2.52Source10/17/2026
VeniceVia OpenRoutervenice/int4$0.75$3.5Source10/17/2026

Performance

Shared benchmarks

Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.

Capability profile from matched benchmarks

Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.

Not enough directly matched categories for a reliable radar

Only 0 of at least 5 categories have comparable, direct model measurements. The benchmark tables below show the available evidence without filling missing axes.

Claude Opus 5.5Kimi K2.6
Code MigrationOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value66.646 %
Kimi K2.627.768 %
EMBOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value75.938 %
Kimi K2.657.855 %
Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value58.587 %
Kimi K2.644.899 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value3.75 %
Kimi K2.61.667 %
Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value50.481 %
Kimi K2.615.865 %
LMArena Code Arena WebDevOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value1,811.149
Kimi K2.61,509.237
LMArena Text, Style ControlOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value1,508.083
Kimi K2.61,460.76
LMArena Vision, Style ControlOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value1,292.688
Kimi K2.61,265.373
MedCodeOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value49.797 %
Kimi K2.640.142 %
MedScribeOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value91.43 %
Kimi K2.678.149 %
ProgramBenchOverall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value18.5 %
Kimi K2.60 %
Public Benefits Bench v1.1Overall. Higher is better. Test setup not documented as identical
Claude Opus 5.5Higher measured value70.636 %
Kimi K2.656.631 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Claude Opus 5.5 and Kimi K2.6
Benchmark and taskClaude Opus 5.5Kimi K2.6Source
Code MigrationOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value66.646 %
27.768 %
Vals AI
Source details
Data as of: 10/12/2026
EMBOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value75.938 %
57.855 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value58.587 %
44.899 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value3.75 %
1.667 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchOverall · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value50.481 %
15.865 %
Vals AI
Source details
Data as of: 10/12/2026
LMArena Code Arena WebDevOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-max, Reasoning: max, Harness: Arena Code Arena WebDev
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Code Arena WebDev
Claude Opus 5.5: Arena rating from 2,597 published pairwise votes.Kimi K2.6: Arena rating from 10,192 published pairwise votes.
Higher measured value1,811.149
95% confidence interval: ±14.586The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,509.237
95% confidence interval: ±7.227The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Text, Style ControlOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Text, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Text, style control
Claude Opus 5.5: Arena rating from 7,687 published pairwise votes.Kimi K2.6: Arena rating from 40,030 published pairwise votes.
Higher measured value1,508.083
95% confidence interval: ±7.535The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,460.76
95% confidence interval: ±4.428The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Vision, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Vision, style control
Claude Opus 5.5: Arena rating from 2,508 published pairwise votes.Kimi K2.6: Arena rating from 16,379 published pairwise votes.
Higher measured value1,292.688
95% confidence interval: ±12.73The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,265.373
95% confidence interval: ±6.837The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
MedCodeOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
Higher measured value49.797 %
40.142 %
Vals AI
Source details
Data as of: 10/13/2026
MedScribeOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
Higher measured value91.43 %
78.149 %
Vals AI
Source details
Data as of: 10/13/2026
ProgramBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value18.5 %
0 %
Vals AI
Source details
Data as of: 10/12/2026
Public Benefits Bench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value70.636 %
56.631 %
Vals AI
Source details
Data as of: 10/12/2026
SAGEOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
45.831 %
Higher measured value50.224 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value45.573 %
12.404 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 2.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 256,000 tokens
Higher measured value87.64 %
53.558 %
Vals AI
Source details
Data as of: 09/28/2026
Vibe Code Bench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Harness: OpenHands, Top P: 0.95, Output limit: 128,000 tokens
Higher measured value90.294 %
37.891 %
Vals AI
Source details
Data as of: 10/12/2026
Code MigrationCLI
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value65.528 %
17.977 %
Vals AI
Source details
Data as of: 10/12/2026
EMBComps
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value76.405 %
61.395 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Adjustments
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value54.528 %
37.934 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value82.246 %
63.768 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchAdministrative / Regulatory · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value65.152 %
18.182 %
Vals AI
Source details
Data as of: 10/12/2026
LMArena Code Arena WebDevImage to webdev
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-max, Reasoning: max, Harness: Arena Code Arena WebDev
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Code Arena WebDev
Claude Opus 5.5: Arena rating from 493 published pairwise votes.Kimi K2.6: Arena rating from 3,593 published pairwise votes.
Higher measured value1,748.511
95% confidence interval: ±30.162The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,521.231
95% confidence interval: ±11.456The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
LMArena Text, Style ControlBusiness, management and finance
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Text, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Text, style control
Claude Opus 5.5: Arena rating from 1,370 published pairwise votes.Kimi K2.6: Arena rating from 7,937 published pairwise votes.
Higher measured value1,492.054
95% confidence interval: ±16.446The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,454.55
95% confidence interval: ±7.536The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlCreative writing vision
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Vision, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Vision, style control
Claude Opus 5.5: Arena rating from 219 published pairwise votes.Kimi K2.6: Arena rating from 917 published pairwise votes.
Higher measured value1,301.035
95% confidence interval: ±42.823The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,253.54
95% confidence interval: ±20.065The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
ProgramBenchAlmost Resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: almost-resolved rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value65 %
0.5 %
Vals AI
Source details
Data as of: 10/12/2026
SAGEAutomata
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
32.54 %
Higher measured value42.857 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchControversy & Precedence Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value30 %
3.333 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 2.1Easy
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 256,000 tokens
Higher measured value100 %
83.333 %
Vals AI
Source details
Data as of: 09/28/2026
Code MigrationCOBOL
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value70 %
57.143 %
Vals AI
Source details
Data as of: 10/12/2026
EMBDataroom
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value84.873 %
75.069 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)All-Pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value48.111 %
32.584 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
No direct winner0 %
No direct winner0 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value85.427 %
75.531 %
Vals AI
Source details
Data as of: 10/12/2026
LMArena Code Arena WebDevWebdev
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-max, Reasoning: max, Harness: Arena Code Arena WebDev
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Code Arena WebDev
Claude Opus 5.5: Arena rating from 2,597 published pairwise votes.Kimi K2.6: Arena rating from 10,192 published pairwise votes.
Higher measured value1,811.149
95% confidence interval: ±14.586The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,509.237
95% confidence interval: ±7.227The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Text, Style ControlChinese
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Text, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Text, style control
Claude Opus 5.5: Arena rating from 704 published pairwise votes.Kimi K2.6: Arena rating from 2,315 published pairwise votes.
Higher measured value1,574.432
95% confidence interval: ±22.751The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,516.207
95% confidence interval: ±12.863The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlDiagram
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Vision, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Vision, style control
Claude Opus 5.5: Arena rating from 589 published pairwise votes.Kimi K2.6: Arena rating from 4,312 published pairwise votes.
Higher measured value1,324.12
95% confidence interval: ±25.101The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,293.59
95% confidence interval: ±10.255The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
ProgramBenchFully Resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value18.5 %
0 %
Vals AI
Source details
Data as of: 10/12/2026
SAGECalculus
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
Higher measured value83.642 %
22.839 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchControversy & Precedence Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value66.871 %
42.296 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 2.1Hard
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 256,000 tokens
Higher measured value81.111 %
25.556 %
Vals AI
Source details
Data as of: 09/28/2026
Code MigrationCode Quality
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: mean reviewer code-quality ratingScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value4.541 / 5
3.149 / 5
Vals AI
Source details
Data as of: 10/12/2026
EMBDCF
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value70.139 %
49.675 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Comparables
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value45.756 %
41.069 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value82.969 %
50.179 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchBusiness & Commercial · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value48.837 %
20.93 %
Vals AI
Source details
Data as of: 10/12/2026
LMArena Code Arena WebDevWebdev-html
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-max, Reasoning: max, Harness: Arena Code Arena WebDev
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Code Arena WebDev
Claude Opus 5.5: Arena rating from 122 published pairwise votes.Kimi K2.6: Arena rating from 1,160 published pairwise votes.
Higher measured value1,762.971
95% confidence interval: ±64.035The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,484.407
95% confidence interval: ±18.204The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Text, Style ControlCoding
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Text, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Text, style control
Claude Opus 5.5: Arena rating from 1,755 published pairwise votes.Kimi K2.6: Arena rating from 11,100 published pairwise votes.
Higher measured value1,545.148
95% confidence interval: ±14.437The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,515.795
95% confidence interval: ±6.881The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlEnglish
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Vision, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Vision, style control
Claude Opus 5.5: Arena rating from 818 published pairwise votes.Kimi K2.6: Arena rating from 6,752 published pairwise votes.
Higher measured value1,286.241
95% confidence interval: ±21.812The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,268.011
95% confidence interval: ±9.51The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
ProgramBenchRaw Pass Rate
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: raw test pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value86.986 %
47.952 %
Vals AI
Source details
Data as of: 10/12/2026
SAGELinear Algebra
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
66.859 %
Higher measured value68.132 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchCurrent & Temporal Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value46.558 %
26.467 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 2.1Medium
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 256,000 tokens
Higher measured value90.303 %
66.667 %
Vals AI
Source details
Data as of: 09/28/2026
EMBLBO
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value69.013 %
43.117 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Disclosure Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value71.045 %
52.124 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
No direct winner0 %
No direct winner0 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchBusiness & Commercial · Weighted partial credit
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
70.961 %
Higher measured value78.436 %
Vals AI
Source details
Data as of: 10/12/2026
LMArena Code Arena WebDevWebdev-react
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-max, Reasoning: max, Harness: Arena Code Arena WebDev
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Code Arena WebDev
Claude Opus 5.5: Arena rating from 1,788 published pairwise votes.Kimi K2.6: Arena rating from 7,354 published pairwise votes.
Higher measured value1,859.041
95% confidence interval: ±18.379The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,504.994
95% confidence interval: ±7.997The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Text, Style ControlCreative writing
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Text, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Text, style control
Claude Opus 5.5: Arena rating from 1,834 published pairwise votes.Kimi K2.6: Arena rating from 6,330 published pairwise votes.
Higher measured value1,517.113
95% confidence interval: ±15.408The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,432.668
95% confidence interval: ±8.216The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlHomework
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Opus 5.5: Snapshot: claude-opus-5.5-high, Reasoning: high, Harness: Arena Vision, style control
Kimi K2.6: Snapshot: kimi-k2.6, Harness: Arena Vision, style control
Claude Opus 5.5: Arena rating from 322 published pairwise votes.Kimi K2.6: Arena rating from 2,273 published pairwise votes.
Higher measured value1,348.192
95% confidence interval: ±33.266The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,302.204
95% confidence interval: ±13.011The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
SAGEPartial Differential Equations
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 30,000 tokens
38.095 %
Higher measured value39.683 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchCurrent & Temporal Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value73.299 %
51.239 %
Vals AI
Source details
Data as of: 10/12/2026
EMBM&A
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value82.31 %
64.205 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Earnings Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value77.992 %
63.824 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkBanking Finance · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Opus 5.5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Kimi K2.6: Top P: 0.95, Output limit: 128,000 tokens
Higher measured value88.848 %
84.758 %
Vals AI
Source details
Data as of: 10/12/2026

Key to the marks:better valuebetter, but not conclusivetie

Our model tests

Our tests

SVG short test

One SVG prompt and fixed output settings. Captures are shown only with 0 reported reasoning tokens or documented lack of reasoning controls. Identical test conditions do not make the models' internal compute identical.

Shared test round: 4ae5d8eeb9a9

Claude Opus 5.5

Unavailable in this round

Kimi K2.6

Kimi K2.6: SVG short test
API reports 0 reasoning tokensTest run: Oct 12, 2026Provider: chutes/int4API model: moonshotai/kimi-k2.6633 output tokens
Earlier tests

Pelican on a bicycle

A community classic for free-form SVG drawing.

Claude Opus 5.5

Claude Opus 5.5: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (requested): high

Current attempt
Run date
Oct 1, 2026
API provider
openrouter
Requested API model
anthropic/claude-opus-5.5
API model reported in response
anthropic/claude-opus-5.5
Reasoning setting
high
Pinned endpoint
Anthropic | anthropic/claude-opus-5.5-20260921
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Passed, not a quality rating
Response time
33.2 s

Visually reviewed. This individual test does not establish overall model quality.

Kimi K2.6

Output withheld for safety

Reasoning (requested): high

Current attempt
Run date
Oct 5, 2026
API provider
openrouter
Requested API model
moonshotai/kimi-k2.6
API model reported in response
moonshotai/kimi-k2.6
Reasoning setting
high
Pinned endpoint
Moonshot AI | moonshotai/kimi-k2.6-20260420
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Failed
Response time
124 s

Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.

Earlier attempts (3)
  • Oct 2, 2026Output withheld for safetyReasoning setting: high
  • Oct 1, 2026Output withheld for safetyReasoning setting: high
  • Sep 7, 2026API request failedReasoning setting: high
Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

How to read this comparison

Winning one benchmark is not an overall verdict

Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.

The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.

Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.

More matchups

Compare Claude Opus 5.5 and Kimi K2.6 with other leading models using the same data and benchmark logic.

View the complete LLM comparison