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Head-to-head comparison

Claude Fable 5.1 vs. Gemini 3.7 Flash

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

shared result series
237
distinct benchmarks
30
latest retrieval
2026-10-15

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Specifications

General specifications

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

Specifications for Claude Fable 5.1 and Gemini 3.7 Flash
AttributeClaude Fable 5.1Gemini 3.7 Flash
ProviderAnthropicGoogle
ReleasedSep 1, 2026Aug 13, 2026
AvailabilityActiveActive
Model typeProprietaryProprietary
ParametersNot publishedNot published
ArchitectureNot publishedNot published
Context window1,000,000 tokens1,048,576 tokens
Knowledge cutoffJune 2026March 2026
Technical sourcesModelModel, Knowledge cutoff

Pricing

API pricing compared

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

API pricing for Claude Fable 5.1 and Gemini 3.7 Flash
Price typeClaude Fable 5.1Gemini 3.7 Flash
API input$10$0.75
API output$50$3.75
Cache read$0.25$0.075
Cache write (5 min.)$12.5Not listed
Cache write (1 hr.)$20Not listed
Price verified09/22/2026 Source09/22/2026 Source
Claude Fable 5.1Gemini 3.7 Flash
API inputUSD per 1M tokens, base tier
Claude Fable 5.1$10
Gemini 3.7 FlashLower price$0.75
API outputUSD per 1M tokens, base tier
Claude Fable 5.1$50
Gemini 3.7 FlashLower price$3.75
Cache readUSD per 1M tokens, base tier
Claude Fable 5.1$0.25
Gemini 3.7 FlashLower price$0.075

Key to the marks:better valuebetter, but not conclusivetie

Pricing by provider

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

Provider pricing for Claude Fable 5.1 and Gemini 3.7 Flash
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Claude Fable 5.1AnthropicDirect from developerStandard APILowest listed price: $10Lowest listed price: $50Source09/22/2026
Amazon BedrockVia OpenRouteramazon-bedrockLowest listed price: $10Lowest listed price: $50Source10/17/2026
AnthropicVia OpenRouteranthropicLowest listed price: $10Lowest listed price: $50Source10/17/2026
AzureVia OpenRouterazureLowest listed price: $10Lowest listed price: $50Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/globalLowest listed price: $10Lowest listed price: $50Source10/17/2026
Gemini 3.7 FlashGoogleDirect from developerStandard API$0.75$3.75Source09/22/2026
GoogleVia OpenRoutergoogle-vertex/global$0.75$3.75Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/global/priority$1.35$6.75Source10/17/2026
GoogleVia OpenRoutergoogle-vertex/us$0.825$4.125Source10/17/2026
Google AI StudioVia OpenRoutergoogle-ai-studio$0.75$3.75Source10/17/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/flexLowest listed price: $0.375Lowest listed price: $1.875Source10/17/2026
Google AI StudioVia OpenRoutergoogle-ai-studio/priority$1.35$6.75Source10/17/2026

Performance

Shared benchmarks

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

Capability profile from matched benchmarks

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

Not enough directly matched categories for a reliable radar

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

Claude Fable 5.1Gemini 3.7 Flash
Code MigrationOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value54.607 %
Gemini 3.7 Flash34.8 %
CyberBench v1.1Overall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value70.416 %
Gemini 3.7 Flash43.75 %
EMBOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value76.67 %
Gemini 3.7 Flash71.326 %
Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical
Claude Fable 5.158.877 %
Gemini 3.7 FlashHigher measured value59.042 %
GPQA DiamondOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.193.434 %
Gemini 3.7 FlashHigher measured value93.94 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical
Claude Fable 5.16.667 %
Gemini 3.7 FlashHigher measured value8.75 %
IOIOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value90.778 %
Gemini 3.7 Flash67.833 %
Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value55.288 %
Gemini 3.7 Flash34.615 %
LegalBenchOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value88.511 %
Gemini 3.7 Flash87.256 %
LiveCodeBench v6Overall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value90.515 %
Gemini 3.7 Flash88.652 %
LMArena Code Arena WebDevOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value1,742.652
Gemini 3.7 Flash1,589.906
LMArena Text, Style ControlOverall. Higher is better. Test setup not documented as identical
Claude Fable 5.1Higher measured value1,500.568
Gemini 3.7 Flash1,487.39

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Claude Fable 5.1 and Gemini 3.7 Flash
Benchmark and taskClaude Fable 5.1Gemini 3.7 FlashSource
Code MigrationOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value54.607 %
34.8 %
Vals AI
Source details
Data as of: 10/12/2026
CyberBench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value70.416 %
43.75 %
Vals AI
Source details
Data as of: 10/12/2026
EMBOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value76.67 %
71.326 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
58.877 %
Higher measured value59.042 %
Vals AI
Source details
Data as of: 10/12/2026
GPQA DiamondOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
93.434 %
Higher measured value93.94 %
Vals AI
Source details
Data as of: 09/01/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
6.667 %
Higher measured value8.75 %
Vals AI
Source details
Data as of: 10/12/2026
IOIOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value90.778 %
67.833 %
Vals AI
Source details
Data as of: 10/14/2026
Legal Research BenchOverall · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value55.288 %
34.615 %
Vals AI
Source details
Data as of: 10/12/2026
LegalBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value88.511 %
87.256 %
Vals AI
Source details
Data as of: 10/13/2026
LiveCodeBench v6Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value90.515 %
88.652 %
Vals AI
Source details
Data as of: 09/01/2026
LMArena Code Arena WebDevOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Code Arena WebDev
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Code Arena WebDev
Claude Fable 5.1: Arena rating from 7,230 published pairwise votes.Gemini 3.7 Flash: Arena rating from 11,731 published pairwise votes.
Higher measured value1,742.652
95% confidence interval: ±9.147The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,589.906
95% confidence interval: ±6.967The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Text, Style ControlOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Text, style control
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Text, style control
Claude Fable 5.1: Arena rating from 14,121 published pairwise votes.Gemini 3.7 Flash: Arena rating from 26,328 published pairwise votes.
Higher measured value1,500.568
95% confidence interval: ±6.106The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,487.39
95% confidence interval: ±4.927The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Vision, style control
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Vision, style control
Claude Fable 5.1: Arena rating from 4,648 published pairwise votes.Gemini 3.7 Flash: Arena rating from 4,524 published pairwise votes.
1,286.407
95% confidence interval: ±9.66The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
Higher measured value1,296.875
95% confidence interval: ±9.827The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
MedCodeOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens
Higher measured value53.509 %
53.39 %
Vals AI
Source details
Data as of: 10/13/2026
MedScribeOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens
Higher measured value91.294 %
83.942 %
Vals AI
Source details
Data as of: 10/13/2026
MMLU-ProOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value92.375 %
90.121 %
Vals AI
Source details
Data as of: 09/01/2026
MMMU-ProOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value90.636 %
88.96 %
Vals AI
Source details
Data as of: 09/01/2026
MortgageTaxOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value70.786 %
66.654 %
Vals AI
Source details
Data as of: 09/01/2026
ProgramBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value7 %
0 %
Vals AI
Source details
Data as of: 10/12/2026
ProofBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value100 %
58 %
Vals AI
Source details
Data as of: 10/12/2026
SAGEOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens
48.526 %
Higher measured value49.232 %
Vals AI
Source details
Data as of: 10/08/2026
SkillsBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 65,536 tokens
61.552 %
Higher measured value65.891 %
Vals AI
Source details
Data as of: 09/27/2026
SRE BenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully solved rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value22.901 %
4.58 %
Vals AI
Source details
Data as of: 10/14/2026
Tax Agent BenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value49.194 %
22.798 %
Vals AI
Source details
Data as of: 10/12/2026
TaxEval v2Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value75.961 %
74.734 %
Vals AI
Source details
Data as of: 09/01/2026
Terminal-Bench 2.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value85.019 %
77.528 %
Vals AI
Source details
Data as of: 09/28/2026
Terminal-Bench 4.0Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value58.081 %
12.121 %
Vals AI
Source details
Data as of: 10/13/2026
Terminal-Bench ScienceOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 0.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 65,536 tokens
Higher measured value40 %
7.143 %
Vals AI
Source details
Data as of: 10/14/2026
Vals IndexOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: weighted index scoreScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value65.827 %
51.273 %
Vals AI
Source details
Data as of: 10/13/2026
Vibe Code Bench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 65,536 tokens
Higher measured value90.263 %
70.395 %
Vals AI
Source details
Data as of: 10/12/2026
Code MigrationCLI
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value52.809 %
23.543 %
Vals AI
Source details
Data as of: 10/12/2026
CyberBench v1.1Patch
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
No direct winner87.5 %
No direct winner87.5 %
Vals AI
Source details
Data as of: 10/12/2026
EMBComps
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value82.233 %
74.609 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Adjustments
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
54.393 %
Higher measured value54.718 %
Vals AI
Source details
Data as of: 10/12/2026
GPQA DiamondFew-Shot CoT
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
92.929 %
Higher measured value95.455 %
Vals AI
Source details
Data as of: 09/01/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value89.855 %
89.493 %
Vals AI
Source details
Data as of: 10/12/2026
IOIIOI 2024
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value100 %
72.833 %
Vals AI
Source details
Data as of: 10/14/2026
Legal Research BenchAdministrative / Regulatory · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value68.182 %
42.424 %
Vals AI
Source details
Data as of: 10/12/2026
LegalBenchConclusion Tasks
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value92.511 %
91.146 %
Vals AI
Source details
Data as of: 10/13/2026
LiveCodeBench v6Easy
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
No direct winner99.068 %
No direct winner99.068 %
Vals AI
Source details
Data as of: 09/01/2026
LMArena Code Arena WebDevImage to webdev
Test details
Test setup not documented as identicalNo direct winnerVersion: webdevMetric: WebDev Arena Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Code Arena WebDev
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Code Arena WebDev
Claude Fable 5.1: Arena rating from 2,470 published pairwise votes.Gemini 3.7 Flash: Arena rating from 2,144 published pairwise votes.
Higher measured value1,719.751
95% confidence interval: ±13.642The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,603.335
95% confidence interval: ±13.34The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
LMArena Text, Style ControlBusiness, management and finance
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Text, style control
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Text, style control
Claude Fable 5.1: Arena rating from 2,589 published pairwise votes.Gemini 3.7 Flash: Arena rating from 4,791 published pairwise votes.
Higher measured value1,485.231
95% confidence interval: ±11.847The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
1,482.815
95% confidence interval: ±9.166The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/13/2026
LMArena Vision, Style ControlChinese
Test details
Test setup not documented as identicalNo direct winnerVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterClaude Fable 5.1: Snapshot: claude-fable-5.1-max, Reasoning: max, Harness: Arena Vision, style control
Gemini 3.7 Flash: Snapshot: gemini-3.7-flash-high, Reasoning: high, Harness: Arena Vision, style control
Claude Fable 5.1: Arena rating from 260 published pairwise votes.Gemini 3.7 Flash: Arena rating from 246 published pairwise votes.
1,340.8
95% confidence interval: ±36.169The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
Higher measured value1,367.09
95% confidence interval: ±37.432The Arena score measures human preference rather than a fixed capability test. The confidence interval, Arena category, and model configuration are part of the result.
LMArena
Source details
Data as of: 10/09/2026
MMLU-ProBiology
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value96.095 %
94.7 %
Vals AI
Source details
Data as of: 09/01/2026
MortgageTaxNumerical Extraction
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value77.583 %
75.676 %
Vals AI
Source details
Data as of: 09/01/2026
ProgramBenchAlmost Resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: almost-resolved rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value53.5 %
9.5 %
Vals AI
Source details
Data as of: 10/12/2026
SAGEAutomata
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 30,000 tokens
34.524 %
Higher measured value35.318 %
Vals AI
Source details
Data as of: 10/08/2026
SkillsBenchNo Skills
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 65,536 tokens
44.828 %
Higher measured value44.887 %
Vals AI
Source details
Data as of: 09/27/2026
SRE BenchCapability Score
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: capability scoreScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value36.641 %
14.186 %
Vals AI
Source details
Data as of: 10/14/2026
Tax Agent BenchControversy & Precedence Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value26.667 %
6.667 %
Vals AI
Source details
Data as of: 10/12/2026
TaxEval v2Correctness
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value64.105 %
63.614 %
Vals AI
Source details
Data as of: 09/01/2026
Terminal-Bench 2.1Easy
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: high, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value100 %
91.667 %
Vals AI
Source details
Data as of: 09/28/2026
Terminal-Bench 4.0Hardware
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value60 %
13.333 %
Vals AI
Source details
Data as of: 10/13/2026
Terminal-Bench ScienceEarth Sciences
Test details
Test setup not documented as identicalNo direct winnerVersion: 0.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 65,536 tokens
Higher measured value25 %
0 %
Vals AI
Source details
Data as of: 10/14/2026
Vals IndexCode Migration
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value60.033 %
28.997 %
Vals AI
Source details
Data as of: 10/13/2026
Code MigrationCOBOL
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
60 %
Higher measured value68.571 %
Vals AI
Source details
Data as of: 10/12/2026
CyberBench v1.1PoC
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value53.333 %
0 %
Vals AI
Source details
Data as of: 10/12/2026
EMBDataroom
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value86.736 %
86.481 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)All-Pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value47.773 %
47.45 %
Vals AI
Source details
Data as of: 10/12/2026
GPQA DiamondZero-Shot CoT
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value93.939 %
92.424 %
Vals AI
Source details
Data as of: 09/01/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
No direct winner0 %
No direct winner0 %
Vals AI
Source details
Data as of: 10/12/2026
IOIIOI 2025
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value87.167 %
69.833 %
Vals AI
Source details
Data as of: 10/14/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value92.519 %
85.147 %
Vals AI
Source details
Data as of: 10/12/2026
LegalBenchInterpretation Tasks
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Fable 5.1: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 3.7 Flash: Reasoning: high, Temperature: 1, Output limit: 65,536 tokens
Higher measured value86.902 %
84.608 %
Vals AI
Source details
Data as of: 10/13/2026

Key to the marks:better valuebetter, but not conclusivetie

Our model tests

Our tests

SVG short test

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

Shared test round: 4ae5d8eeb9a9

Claude Fable 5.1

Unavailable in this round

Gemini 3.7 Flash

Unavailable in this round

Earlier tests

Pelican on a bicycle

A community classic for free-form SVG drawing.

Claude Fable 5.1

Claude Fable 5.1: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (requested): high

Current attempt
Run date
Sep 7, 2026
API provider
openrouter
Requested API model
anthropic/claude-fable-5.1
API model reported in response
anthropic/claude-fable-5.1
Reasoning setting
high
Pinned endpoint
Anthropic | anthropic/claude-fable-5.1-20260831
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Passed, not a quality rating
Response time
27 s

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

Gemini 3.7 Flash

The response reached the token limit. No complete recording is available.

Reasoning (requested): high

Current attempt
Run date
Oct 5, 2026
API provider
openrouter
Requested API model
google/gemini-3.7-flash
API model reported in response
google/gemini-3.7-flash
Reasoning setting
high
Pinned endpoint
Google AI Studio | google/gemini-3.7-flash-20260813
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Test protocol
community-visual-tests-v1
Technical checks
Failed
Response time
28.8 s

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

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

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

How to read this comparison

Winning one benchmark is not an overall verdict

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

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

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

More matchups

Compare Claude Fable 5.1 and Gemini 3.7 Flash with other leading models using the same data and benchmark logic.

View the complete LLM comparison