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Head-to-head comparison

DeepSeek-V4-Flash vs. GLM-5.1

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

58

shared result series

1

distinct benchmarks

2026-08-16

latest retrieval

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Specifications and cost

General specifications and standard API pricing

Undisclosed parameter counts and knowledge cutoffs stay marked as unavailable. The table shows direct standard token pricing, including documented context tiers. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

Specifications and API pricing for DeepSeek-V4-Flash and GLM-5.1
AttributeDeepSeek-V4-FlashGLM-5.1
ProviderDeepSeekZ.ai
ReleasedApr 24, 2026Apr 7, 2026
AvailabilityPreviewOpen Source
Model typeOpen WeightsOpen Weights
Parameters284B, 13B active744B, 40B active
ArchitectureMixture of ExpertsMixture of Experts
Context window1,000,000 tokens200,000 tokens
Knowledge cutoffNot publishedNot published
Technical sourcesModelModel, Context
API pricing per 1M tokens
API input$0.14$1.4
API output$0.28$4.4
Cache read$0.$0.26
Cache write (5 min.)Not listedNot listed
Cache write (1 hr.)Not listedNot listed
Price verified07/30/2026Source07/30/2026Source
DeepSeek-V4-FlashGLM-5.1
API inputUSD per 1M tokens, base tier
DeepSeek-V4-Flash$0.14Lower price
GLM-5.1$1.4
API outputUSD per 1M tokens, base tier
DeepSeek-V4-Flash$0.28Lower price
GLM-5.1$4.4
Cache readUSD per 1M tokens, base tier
DeepSeek-V4-Flash$0.003Lower price
GLM-5.1$0.26

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.

58 shared result series
DeepSeek-V4-FlashGLM-5.1
Arena Text, Style ControlOverall. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,435.476 arena points
GLM-5.11,466.935 arena pointsWinner
Arena Text, Style ControlOverall. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,438.304 arena points
GLM-5.11,466.935 arena pointsHigher measured value
Arena Text, Style ControlBusiness, management and finance. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,437.217 arena points
GLM-5.11,464.98 arena pointsWinner
Arena Text, Style ControlBusiness, management and finance. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,435.23 arena points
GLM-5.11,464.98 arena pointsHigher measured value
Arena Text, Style ControlChinese. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,474.544 arena points
GLM-5.11,519.866 arena pointsWinner
Arena Text, Style ControlChinese. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,481.177 arena points
GLM-5.11,519.866 arena pointsHigher measured value
Arena Text, Style ControlCoding. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,483.133 arena points
GLM-5.11,515.299 arena pointsWinner
Arena Text, Style ControlCoding. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,479.521 arena points
GLM-5.11,515.299 arena pointsHigher measured value
Arena Text, Style ControlCreative writing. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,407.934 arena points
GLM-5.11,448.824 arena pointsWinner
Arena Text, Style ControlCreative writing. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,408.648 arena points
GLM-5.11,448.824 arena pointsHigher measured value
Arena Text, Style ControlEnglish. Higher is better. No documented setup difference
DeepSeek-V4-Flash1,445.34 arena points
GLM-5.11,482.119 arena pointsWinner
Arena Text, Style ControlEnglish. Higher is better. Test setup not documented as identical
DeepSeek-V4-Flash1,450.015 arena points
GLM-5.11,482.119 arena pointsHigher measured value
Benchmark scores for DeepSeek-V4-Flash and GLM-5.1
Benchmark and taskDeepSeek-V4-FlashGLM-5.1ComparabilitySource
Arena Text, Style ControlOverall
1,435.476 arena points
95% confidence interval: ±4.153The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,466.935 arena pointsWinner
95% confidence interval: ±4.197The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:overallNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 49,096 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 39,063 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlOverall
1,438.304 arena points
95% confidence interval: ±4.22The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,466.935 arena pointsHigher measured value
95% confidence interval: ±4.197The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:overallTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 48,789 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 39,063 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlBusiness, management and finance
1,437.217 arena points
95% confidence interval: ±7.157The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,464.98 arena pointsWinner
95% confidence interval: ±7.499The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_business_and_management_and_financial_operationsNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 9,916 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 7,906 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlBusiness, management and finance
1,435.23 arena points
95% confidence interval: ±7.178The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,464.98 arena pointsHigher measured value
95% confidence interval: ±7.499The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_business_and_management_and_financial_operationsTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 10,055 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 7,906 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlChinese
1,474.544 arena points
95% confidence interval: ±12.686The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,519.866 arena pointsWinner
95% confidence interval: ±13.198The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:chineseNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,557 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,373 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlChinese
1,481.177 arena points
95% confidence interval: ±12.66The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,519.866 arena pointsHigher measured value
95% confidence interval: ±13.198The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:chineseTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,529 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,373 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlCoding
1,483.133 arena points
95% confidence interval: ±6.395The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,515.299 arena pointsWinner
95% confidence interval: ±6.649The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:codingNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 14,397 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 11,013 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlCoding
1,479.521 arena points
95% confidence interval: ±6.432The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,515.299 arena pointsHigher measured value
95% confidence interval: ±6.649The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:codingTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 14,353 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 11,013 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlCreative writing
1,407.934 arena points
95% confidence interval: ±7.787The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,448.824 arena pointsWinner
95% confidence interval: ±8.067The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:creative_writingNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 7,974 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,969 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlCreative writing
1,408.648 arena points
95% confidence interval: ±7.808The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,448.824 arena pointsHigher measured value
95% confidence interval: ±8.067The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:creative_writingTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 8,019 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,969 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlEnglish
1,445.34 arena points
95% confidence interval: ±5.378The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,482.119 arena pointsWinner
95% confidence interval: ±5.43The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:englishNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 21,994 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 17,745 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlEnglish
1,450.015 arena points
95% confidence interval: ±5.421The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,482.119 arena pointsHigher measured value
95% confidence interval: ±5.43The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:englishTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 21,774 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 17,745 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlEntertainment, sports and media
1,405.522 arena points
95% confidence interval: ±7.152The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,442.508 arena pointsWinner
95% confidence interval: ±7.369The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_entertainment_and_sports_and_mediaNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 10,453 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 8,637 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlEntertainment, sports and media
1,405.113 arena points
95% confidence interval: ±7.086The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,442.508 arena pointsHigher measured value
95% confidence interval: ±7.369The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_entertainment_and_sports_and_mediaTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 10,654 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 8,637 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlExcluding ties
1,430.81 arena points
95% confidence interval: ±5.433The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,473.898 arena pointsWinner
95% confidence interval: ±5.49The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:exclude_tiesNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 37,067 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 29,374 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlExcluding ties
1,435.522 arena points
95% confidence interval: ±5.476The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,473.898 arena pointsHigher measured value
95% confidence interval: ±5.49The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:exclude_tiesTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 37,085 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 29,374 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlExpert prompts
1,458.397 arena points
95% confidence interval: ±9.185The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,499.568 arena pointsWinner
95% confidence interval: ±9.946The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:expertNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 4,926 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 4,037 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlExpert prompts
1,467.529 arena points
95% confidence interval: ±9.251The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,499.568 arena pointsHigher measured value
95% confidence interval: ±9.946The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:expertTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 4,924 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 4,037 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlFrench
1,445.102 arena points
95% confidence interval: ±15.765The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,484.192 arena pointsWinner
95% confidence interval: ±17.716The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:frenchNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,916 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,409 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlFrench
1,458.295 arena points
95% confidence interval: ±15.946The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,484.192 arena pointsHigher measured value
95% confidence interval: ±17.716The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:frenchTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,884 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,409 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlGerman
1,423.659 arena points
95% confidence interval: ±21.582The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,466.995 arena pointsNo clear lead
95% confidence interval: ±24.514The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:germanNo documented setup differenceNo clear leadDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 833 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 605 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlGerman
1,435.281 arena points
95% confidence interval: ±21.205The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,466.995 arena pointsHigher measured value
95% confidence interval: ±24.514The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:germanTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 872 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 605 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlHard prompts
1,459.153 arena points
95% confidence interval: ±4.892The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,490.231 arena pointsWinner
95% confidence interval: ±4.925The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:hard_promptsNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 32,675 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 25,858 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlHard prompts
1,458.18 arena points
95% confidence interval: ±4.95The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,490.231 arena pointsHigher measured value
95% confidence interval: ±4.925The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:hard_promptsTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 32,535 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 25,858 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlHard prompts, English
1,464.017 arena points
95% confidence interval: ±6.178The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,499.62 arena pointsWinner
95% confidence interval: ±6.387The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:hard_prompts_englishNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 15,382 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 12,052 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlHard prompts, English
1,464.963 arena points
95% confidence interval: ±6.257The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,499.62 arena pointsHigher measured value
95% confidence interval: ±6.387The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:hard_prompts_englishTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 15,145 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 12,052 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlInstruction following
1,428.017 arena points
95% confidence interval: ±5.969The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,461.362 arena pointsWinner
95% confidence interval: ±6.046The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:instruction_followingNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 16,832 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 13,512 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlInstruction following
1,434.165 arena points
95% confidence interval: ±6.039The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,461.362 arena pointsHigher measured value
95% confidence interval: ±6.046The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:instruction_followingTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 16,841 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 13,512 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlJapanese
1,396.126 arena points
95% confidence interval: ±25.789The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,433.287 arena pointsNo clear lead
95% confidence interval: ±30.068The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:japaneseNo documented setup differenceNo clear leadDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 628 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 425 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlJapanese
1,418.789 arena points
95% confidence interval: ±26.437The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,433.287 arena pointsHigher measured value
95% confidence interval: ±30.068The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:japaneseTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 595 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 425 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlKorean
1,393.857 arena points
95% confidence interval: ±21.517The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,419.469 arena pointsNo clear lead
95% confidence interval: ±22.437The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:koreanNo documented setup differenceNo clear leadDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 869 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 787 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlKorean
1,375.542 arena points
95% confidence interval: ±21.534The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,419.469 arena pointsHigher measured value
95% confidence interval: ±22.437The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:koreanTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 919 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 787 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLegal and government
1,448.527 arena points
95% confidence interval: ±10.217The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,475.812 arena pointsWinner
95% confidence interval: ±11.167The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_legal_and_governmentNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 3,907 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 3,079 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLegal and government
1,458.238 arena points
95% confidence interval: ±10.278The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,475.812 arena pointsHigher measured value
95% confidence interval: ±11.167The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_legal_and_governmentTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 3,876 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 3,079 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLife, physical and social science
1,458.241 arena points
95% confidence interval: ±7.633The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,488.217 arena pointsWinner
95% confidence interval: ±8.001The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_life_and_physical_and_social_scienceNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 7,812 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,456 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLife, physical and social science
1,461.582 arena points
95% confidence interval: ±7.609The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,488.217 arena pointsHigher measured value
95% confidence interval: ±8.001The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_life_and_physical_and_social_scienceTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 7,985 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,456 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLonger queries
1,448.126 arena points
95% confidence interval: ±5.746The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,482.089 arena pointsWinner
95% confidence interval: ±5.778The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:longer_queryNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 21,643 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 17,542 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlLonger queries
1,449.175 arena points
95% confidence interval: ±5.755The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,482.089 arena pointsHigher measured value
95% confidence interval: ±5.778The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:longer_queryTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 21,682 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 17,542 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMath
1,425.263 arena points
95% confidence interval: ±12.232The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,481.109 arena pointsWinner
95% confidence interval: ±13.757The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:mathNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,516 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,962 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMath
1,440.663 arena points
95% confidence interval: ±12.368The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,481.109 arena pointsHigher measured value
95% confidence interval: ±13.757The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:mathTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,448 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,962 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMathematical professions
1,431.855 arena points
95% confidence interval: ±11.996The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,479.153 arena pointsWinner
95% confidence interval: ±13.504The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_mathematicalNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,738 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,100 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMathematical professions
1,441.422 arena points
95% confidence interval: ±12.404The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,479.153 arena pointsHigher measured value
95% confidence interval: ±13.504The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_mathematicalTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 2,588 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,100 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMedicine and healthcare
1,459.52 arena points
95% confidence interval: ±10.979The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,483.072 arena pointsWinner
95% confidence interval: ±11.771The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_medicine_and_healthcareNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 3,440 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,866 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMedicine and healthcare
1,463.011 arena points
95% confidence interval: ±10.889The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,483.072 arena pointsHigher measured value
95% confidence interval: ±11.771The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_medicine_and_healthcareTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 3,505 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 2,866 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMulti-turn
1,452.835 arena points
95% confidence interval: ±7.482The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,480.773 arena pointsWinner
95% confidence interval: ±8.13The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:multi_turnNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 8,848 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,441 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlMulti-turn
1,446.059 arena points
95% confidence interval: ±7.528The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,480.773 arena pointsHigher measured value
95% confidence interval: ±8.13The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:multi_turnTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 8,708 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 6,441 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlNon-English
1,422.787 arena points
95% confidence interval: ±5.078The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,450.78 arena pointsWinner
95% confidence interval: ±5.121The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:non_englishNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 27,100 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 21,317 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlNon-English
1,422.674 arena points
95% confidence interval: ±5.146The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,450.78 arena pointsHigher measured value
95% confidence interval: ±5.121The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:non_englishTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 27,013 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 21,317 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlPolish
1,439.239 arena points
95% confidence interval: ±18.981The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,450.039 arena pointsNo clear lead
95% confidence interval: ±20.808The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:polishNo documented setup differenceNo clear leadDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,007 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 784 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlPolish
1,429.767 arena points
95% confidence interval: ±18.83The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,450.039 arena pointsHigher measured value
95% confidence interval: ±20.808The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:polishTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,019 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 784 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlRussian
1,432.925 arena points
95% confidence interval: ±8.941The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,462.261 arena pointsWinner
95% confidence interval: ±9.716The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:russianNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 5,272 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 4,158 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlRussian
1,437.146 arena points
95% confidence interval: ±9.061The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,462.261 arena pointsHigher measured value
95% confidence interval: ±9.716The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:russianTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 5,232 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 4,158 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlSoftware and IT services
1,470.809 arena points
95% confidence interval: ±5.639The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,502.911 arena pointsWinner
95% confidence interval: ±5.728The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_software_and_it_servicesNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 20,180 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 15,723 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlSoftware and IT services
1,473.269 arena points
95% confidence interval: ±5.679The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,502.911 arena pointsHigher measured value
95% confidence interval: ±5.728The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_software_and_it_servicesTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 20,086 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 15,723 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlSpanish
1,432.449 arena points
95% confidence interval: ±16.767The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,460.548 arena pointsNo clear lead
95% confidence interval: ±17.42The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:spanishNo documented setup differenceNo clear leadDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,532 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,339 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlSpanish
1,432.679 arena points
95% confidence interval: ±17.246The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,460.548 arena pointsHigher measured value
95% confidence interval: ±17.42The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:spanishTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 1,427 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 1,339 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlWriting, literature and language
1,418.104 arena points
95% confidence interval: ±6.732The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,454.964 arena pointsWinner
95% confidence interval: ±6.919The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_writing_and_literature_and_languageNo documented setup differenceWinner: GLM-5.1DeepSeek-V4-Flash: Snapshot: deepseek-v4-flash, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 11,766 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 9,833 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Arena Text, Style ControlWriting, literature and language
1,421.414 arena points
95% confidence interval: ±6.736The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,454.964 arena pointsHigher measured value
95% confidence interval: ±6.919The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_writing_and_literature_and_languageTest setup not documented as identicalNo direct winnerDeepSeek-V4-Flash: Snapshot: deepseek-v4-flash-high-preview, Reasoning: high, Harness: Arena text, style control
GLM-5.1: Snapshot: glm-5.1, Harness: Arena text, style control
DeepSeek-V4-Flash: Style-controlled Arena rating from 11,864 anonymous pairwise votes.GLM-5.1: Style-controlled Arena rating from 9,833 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16

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.

Prices use official API rates per 1M tokens. Web subscriptions and cloud platform surcharges can differ.

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.