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Head-to-head comparison

Gemini 3.6 Flash vs. Grok 4.6

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

shared result series
44
distinct benchmarks
22
latest retrieval
2026-09-04

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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 Gemini 3.6 Flash and Grok 4.6
AttributeGemini 3.6 FlashGrok 4.6
ProviderGooglexAI
ReleasedJul 21, 2026Aug 12, 2026
AvailabilityActiveActive
Model typeProprietaryProprietary
ParametersNot publishedNot published
ArchitectureNot publishedNot published
Context window1,048,576 tokens500,000 tokens
Knowledge cutoffNot publishedFebruary 1, 2026
Technical sourcesModelModel

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 Gemini 3.6 Flash and Grok 4.6
Price typeGemini 3.6 FlashGrok 4.6
API input$0.75$2 ≤200K / $4 >200K
API output$3.75$6 ≤200K / $12 >200K
Cache read$0.07$0.5 ≤200K / $1 >200K
Cache write (5 min.)Not listedNot listed
Cache write (1 hr.)Not listedNot listed
Price verified08/16/2026 Source08/16/2026 Source
Gemini 3.6 FlashGrok 4.6
API inputUSD per 1M tokens, base tier
Gemini 3.6 FlashLower price$0.75
Grok 4.6$2
API outputUSD per 1M tokens, base tier
Gemini 3.6 FlashLower price$3.75
Grok 4.6$6
Cache readUSD per 1M tokens, base tier
Gemini 3.6 FlashLower price$0.075
Grok 4.6$0.5

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 Gemini 3.6 Flash and Grok 4.6
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Gemini 3.6 FlashGoogleDirect from developerStandard API$0.75$3.75Source08/16/2026
GoogleVia OpenRoutergoogle-vertex/global$0.75$3.75Source09/06/2026
GoogleVia OpenRoutergoogle-vertex/global/flexLowest listed price: $0.375Lowest listed price: $1.875Source09/06/2026
GoogleVia OpenRoutergoogle-vertex/global/priority$1.35$6.75Source09/06/2026
GoogleVia OpenRoutergoogle-vertex/us$0.825$4.125Source09/06/2026
Google AI StudioVia OpenRoutergoogle-ai-studio$0.75$3.75Source09/06/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/flexLowest listed price: $0.375Lowest listed price: $1.875Source09/06/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/priority$1.35$6.75Source09/06/2026
Grok 4.6xAIDirect from developerUp to 200,000 context tokensLowest listed price: $2Lowest listed price: $6Source08/16/2026
xAIDirect from developerAbove 200,000 context tokens$4$12Source08/16/2026
Amazon BedrockVia OpenRouteramazon-bedrock/us-west-2$2.2$6.6Source09/06/2026
xAIVia OpenRouterxaiLowest listed price: $2Lowest listed price: $6Source09/06/2026
xAIVia OpenRouterxai/priority$4$12Source09/06/2026
xAIVia OpenRouterxai/zdrLowest listed price: $2Lowest listed price: $6Source09/06/2026
xAIVia OpenRouterxai/zdr/priority$4$12Source09/06/2026

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.

255075100CodingReasoningMathematicsKnowledgeFinanceLegalAgentic tasksProductivity
Gemini 3.6 Flash
Grok 4.6
Coding: 87.3 / 99.9 (5 benchmark families)
Reasoning: 99.3 / 99.3 (2 benchmark families)
Mathematics: 100 / 96.1 (1 benchmark family)
Knowledge: 99.9 / 99.7 (2 benchmark families)
Finance: 99.3 / 96.7 (6 benchmark families)
Legal: 68.3 / 99.7 (4 benchmark families)
Agentic tasks: 94.3 / 100 (1 benchmark family)
Productivity: 84.6 / 100 (1 benchmark family)

44 matched rows from 22 benchmark families were considered. The radar shows 8 of 12 comparable categories.

Gemini 3.6 FlashGrok 4.6
BioMysteryBenchOverall. Higher is better. No documented setup difference
Gemini 3.6 Flash58.519 %
Grok 4.6Winner72.222 %
Code MigrationOverall. Higher is better. No documented setup difference
Gemini 3.6 Flash30.928 %
Grok 4.6Winner44.572 %
CorpFin v2Overall. Higher is better. No documented setup difference
Gemini 3.6 Flash63.326 %
Grok 4.6Winner66.161 %
EMBOverall. Higher is better. No documented setup difference
Gemini 3.6 FlashWinner65.411 %
Grok 4.662.727 %
Finance Agent (v2)Overall. Higher is better. No documented setup difference
Gemini 3.6 FlashWinner56.296 %
Grok 4.653.682 %
GPQA DiamondOverall. Higher is better. No documented setup difference
Gemini 3.6 Flash93.434 %
Grok 4.6Winner94.697 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. No documented setup difference
Gemini 3.6 Flash3.333 %
Grok 4.6Winner15.833 %
Legal Research BenchOverall · All-pass. Higher is better. No documented setup difference
Gemini 3.6 Flash25 %
Grok 4.6Winner48.077 %
LegalBenchOverall. Higher is better. No documented setup difference
Gemini 3.6 FlashWinner86.705 %
Grok 4.686.307 %
LiveCodeBench v6Overall. Higher is better. No documented setup difference
Gemini 3.6 Flash88.08 %
Grok 4.6Winner88.224 %
LMArena Text, Style ControlOverall. Higher is better. No documented setup difference
Gemini 3.6 FlashWinner1,480.192
Grok 4.61,461.115
MedCodeOverall. Higher is better. No documented setup difference
Gemini 3.6 FlashWinner53.153 %
Grok 4.644.712 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Gemini 3.6 Flash and Grok 4.6
Benchmark and taskGemini 3.6 FlashGrok 4.6Source
BioMysteryBenchOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Harness: Terminus 2
58.519 %
Winner72.222 %
Vals AI
Source details
Data as of: 09/02/2026
Code MigrationOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
30.928 %
Winner44.572 %
Vals AI
Source details
Data as of: 09/03/2026
CorpFin v2Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
63.326 %
Winner66.161 %
Vals AI
Source details
Data as of: 08/12/2026
EMBOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner65.411 %
62.727 %
Vals AI
Source details
Data as of: 09/03/2026
Finance Agent (v2)Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
Winner56.296 %
53.682 %
Vals AI
Source details
Data as of: 09/03/2026
GPQA DiamondOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
93.434 %
Winner94.697 %
Vals AI
Source details
Data as of: 09/01/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
Test details
No documented difference in the test setupVersion: 1Metric: task resolution rateScoring: Higher is better
3.333 %
Winner15.833 %
Vals AI
Source details
Data as of: 09/03/2026
Legal Research BenchOverall · All-pass
Test details
No documented difference in the test setupVersion: 1Metric: all-pass rateScoring: Higher is better
25 %
Winner48.077 %
Vals AI
Source details
Data as of: 09/03/2026
LegalBenchOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner86.705 %
86.307 %
Vals AI
Source details
Data as of: 09/01/2026
LiveCodeBench v6Overall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
88.08 %
Winner88.224 %
Vals AI
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlOverall
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 22,009 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 3,453 anonymous pairwise votes.
Winner1,480.192
95% confidence interval: ±5.12The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,461.115
95% confidence interval: ±10.144The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MedCodeOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner53.153 %
44.712 %
Vals AI
Source details
Data as of: 09/03/2026
MedScribeOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
79.661 %
Winner86.534 %
Vals AI
Source details
Data as of: 09/03/2026
MMLU-ProOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
89.276 %
Winner89.4 %
Vals AI
Source details
Data as of: 09/01/2026
MortgageTaxOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner67.608 %
64.189 %
Vals AI
Source details
Data as of: 09/01/2026
Public Benefits Bench v1.1Overall
Test details
No documented difference in the test setupVersion: 1.1Metric: accuracyScoring: Higher is better
56.563 %
Winner66.847 %
Vals AI
Source details
Data as of: 09/01/2026
SAGEOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner48.686 %
28.9 %
Vals AI
Source details
Data as of: 09/03/2026
SWE-bench VerifiedOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
79.6 %
Winner95.6 %
Vals AI
Source details
Data as of: 09/01/2026
TaxEval v2Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
Winner74.857 %
71.096 %
Vals AI
Source details
Data as of: 09/01/2026
Terminal-Bench 2.1Overall
Test details
No documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is better
73.783 %
Winner78.277 %
Vals AI
Source details
Data as of: 09/03/2026
Vals IndexOverall
Test details
No documented difference in the test setupVersion: 2Metric: weighted index scoreScoring: Higher is better
55.354 %
Winner59.167 %
Vals AI
Source details
Data as of: 09/03/2026
Vibe Code Bench v1.1Overall
Test details
No documented difference in the test setupVersion: 1.1Metric: accuracyScoring: Higher is betterSettings: Harness: OpenHands
64.005 %
Winner76.239 %
Vals AI
Source details
Data as of: 09/03/2026
LMArena Text, Style ControlBusiness, management and finance
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 4,278 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 705 anonymous pairwise votes.
No clear lead1,477.825
95% confidence interval: ±9.689The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,467.318
95% confidence interval: ±22.146The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlChinese
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 1,402 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 291 anonymous pairwise votes.
1,536.451
95% confidence interval: ±16.413The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
No clear lead1,538.386
95% confidence interval: ±33.69The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlCoding
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 6,559 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 838 anonymous pairwise votes.
No clear lead1,518.668
95% confidence interval: ±8.064The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,510.751
95% confidence interval: ±20.826The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlCreative writing
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 4,434 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 651 anonymous pairwise votes.
No clear lead1,469.595
95% confidence interval: ±9.906The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,458.096
95% confidence interval: ±23.926The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlEnglish
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 9,496 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 1,434 anonymous pairwise votes.
Winner1,482.21
95% confidence interval: ±6.94The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,459.46
95% confidence interval: ±15.407The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlEntertainment, sports and media
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 5,582 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 777 anonymous pairwise votes.
No clear lead1,460.607
95% confidence interval: ±8.827The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,443.149
95% confidence interval: ±21.821The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlExcluding ties
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 16,444 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 2,522 anonymous pairwise votes.
Winner1,492.097
95% confidence interval: ±6.81The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,465.128
95% confidence interval: ±14.002The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlExpert prompts
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 2,532 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 401 anonymous pairwise votes.
No clear lead1,501.034
95% confidence interval: ±12.147The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,479.844
95% confidence interval: ±28.841The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlHard prompts
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 14,868 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 2,312 anonymous pairwise votes.
No clear lead1,500.579
95% confidence interval: ±6.042The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,484.219
95% confidence interval: ±12.5The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlHard prompts, English
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 6,456 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 927 anonymous pairwise votes.
No clear lead1,496.583
95% confidence interval: ±8.122The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,475.235
95% confidence interval: ±19.394The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlInstruction following
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 7,920 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 1,223 anonymous pairwise votes.
No clear lead1,471.935
95% confidence interval: ±7.562The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,458.276
95% confidence interval: ±17.043The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlLegal and government
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 1,837 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 284 anonymous pairwise votes.
No clear lead1,485.423
95% confidence interval: ±14.207The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,475.664
95% confidence interval: ±33.128The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlLife, physical and social science
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 3,553 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 512 anonymous pairwise votes.
1,491.859
95% confidence interval: ±10.239The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
No clear lead1,492.359
95% confidence interval: ±25.684The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlLonger queries
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 10,520 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 1,609 anonymous pairwise votes.
No clear lead1,486.209
95% confidence interval: ±6.995The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,478.218
95% confidence interval: ±15.132The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlMath
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 1,025 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 216 anonymous pairwise votes.
Winner1,502.939
95% confidence interval: ±18.557The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,426.012
95% confidence interval: ±40.021The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlMathematical professions
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 1,231 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 212 anonymous pairwise votes.
No clear lead1,496.352
95% confidence interval: ±17.313The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,456.037
95% confidence interval: ±39.211The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlMedicine and healthcare
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 1,591 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 225 anonymous pairwise votes.
No clear lead1,482.248
95% confidence interval: ±15.566The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,460.477
95% confidence interval: ±37.871The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlMulti-turn
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 3,653 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 569 anonymous pairwise votes.
Winner1,487.377
95% confidence interval: ±10.437The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,446.12
95% confidence interval: ±25.079The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlNon-English
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 12,513 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 2,019 anonymous pairwise votes.
No clear lead1,472.225
95% confidence interval: ±6.307The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,456.123
95% confidence interval: ±13.128The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlRussian
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 2,307 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 413 anonymous pairwise votes.
Winner1,488.651
95% confidence interval: ±12.806The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,446.297
95% confidence interval: ±28.9The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlSoftware and IT services
Test details
No documented difference in the test setupNo clear leadVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 9,056 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 1,379 anonymous pairwise votes.
No clear lead1,510.253
95% confidence interval: ±7.072The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,503.685
95% confidence interval: ±16.15The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlWriting, literature and language
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterGemini 3.6 Flash: Snapshot: gemini-3.6-flash-high, Reasoning: high, Harness: Arena text, style control
Grok 4.6: Snapshot: grok-4.6-high, Reasoning: high, Harness: Arena text, style control
Gemini 3.6 Flash: Style-controlled Arena rating from 5,835 anonymous pairwise votes.Grok 4.6: Style-controlled Arena rating from 921 anonymous pairwise votes.
Winner1,476.996
95% confidence interval: ±8.651The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,445.223
95% confidence interval: ±19.746The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026

Key to the marks:better valuebetter, but not conclusivetie

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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.

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