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Head-to-head comparison

Claude Sonnet 5 vs. Gemini 4 Argon

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

shared result series
160
distinct benchmark metrics
21
latest retrieval
2026-10-16

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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 Sonnet 5 and Gemini 4 Argon
AttributeClaude Sonnet 5Gemini 4 Argon
ProviderAnthropicGoogle DeepMind
ReleasedJun 30, 2026Oct 13, 2026
AvailabilityActiveActive
Model typeProprietaryProprietary
ParametersNot publishedNot published
ArchitectureNot publishedNot published
Context window1,000,000 tokens1,048,576 tokens shared across input, thinking, and output
Knowledge cutoffJanuary 2026Not published
Technical sourcesModel, ContextModel

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 Sonnet 5 and Gemini 4 Argon
Price typeClaude Sonnet 5Gemini 4 Argon
API input$2$2
API output$10$10
Cache read$0.2$0.1
Cache write (5 min.)$2.5Not listed
Cache write (1 hr.)$4Not listed
Price verified09/22/2026 Source10/25/2026 Source

Gemini 4 Argon, Standard pricing through November 30, 2026

Per 1 million tokens: $2.00 input, $10.00 output including thinking, and $0.10 cached input. Source

Gemini 4 Argon, Standard pricing from December 1, 2026

Per 1 million tokens: $4.00 input, $20.00 output including thinking, and $0.20 cached input. Source

Gemini 4 Argon, Caching

Implicit caching only; explicit caching is not supported. Source

Claude Sonnet 5Gemini 4 Argon
API inputUSD per 1M tokens, base tier
Claude Sonnet 5Tie$2
Gemini 4 ArgonTie$2
API outputUSD per 1M tokens, base tier
Claude Sonnet 5Tie$10
Gemini 4 ArgonTie$10
Cache readUSD per 1M tokens, base tier
Claude Sonnet 5$0.2
Gemini 4 ArgonLower price$0.1

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.

No provider tariff for Gemini 4 Argon is available in the stored OpenRouter snapshot. The official direct price is still shown.

Provider pricing for Claude Sonnet 5 and Gemini 4 Argon
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Claude Sonnet 5AnthropicDirect from developerStandard APILowest listed price: $2Lowest listed price: $10Source09/22/2026
Amazon BedrockVia OpenRouteramazon-bedrock/eu-west-1$2.2$11Source10/26/2026
Amazon BedrockVia OpenRouteramazon-bedrock/globalLowest listed price: $2Lowest listed price: $10Source10/26/2026
Amazon BedrockVia OpenRouteramazon-bedrock/us-east-1$2.2$11Source10/26/2026
AnthropicVia OpenRouteranthropicLowest listed price: $2Lowest listed price: $10Source10/26/2026
AzureVia OpenRouterazure/globalLowest listed price: $2Lowest listed price: $10Source10/26/2026
AzureVia OpenRouterazure/us$2.2$11Source10/26/2026
Claude Platform on AWSVia OpenRouterclaude-on-awsLowest listed price: $2Lowest listed price: $10Source10/26/2026
GoogleVia OpenRoutergoogle-vertex/europe$2.2$11Source10/26/2026
GoogleVia OpenRoutergoogle-vertex/globalLowest listed price: $2Lowest listed price: $10Source10/26/2026
GoogleVia OpenRoutergoogle-vertex/us$2.2$11Source10/26/2026
Gemini 4 ArgonGoogle DeepMindDirect from developerStandard APILowest listed price: $2Lowest listed price: $10Source10/25/2026

Benchmark index

Benchmark index compared

The index combines independent benchmarks on a scale from 0 to 100. A lead only counts when a model comes first in at least 95% of 200 recalculations with randomly redrawn test families. Otherwise both count as level.

Open the AI leaderboard

Overall index

34.7

Overall index

92.6

Gemini 4 Argon leads in 11 of 11 shared areas.

AreaClaude Sonnet 5Gemini 4 Argon
Coding39.992.4
Reasoning32.891.6
Mathematics35.389.3
Knowledge25.893.6
General27.490.2
Finance58.494.6
Legal43.794.9
Health25.292.8
Cybersecurity36.992.8
Productivity50.090.6
Education44.393.6

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 Sonnet 5Gemini 4 Argon
Code MigrationOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 544.392 %
Gemini 4 ArgonHigher measured value68.173 %
CyberBench v1.1Overall. Higher is better. Test setup not documented as identical
Claude Sonnet 561.905 %
Gemini 4 ArgonHigher measured value77.857 %
EMBOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 566.316 %
Gemini 4 ArgonHigher measured value75.244 %
Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical
Claude Sonnet 553.909 %
Gemini 4 ArgonHigher measured value65.401 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical
Claude Sonnet 55 %
Gemini 4 ArgonHigher measured value19.583 %
IOIOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 545 %
Gemini 4 ArgonHigher measured value100 %
Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical
Claude Sonnet 541.827 %
Gemini 4 ArgonHigher measured value54.808 %
LegalBenchOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 583.922 %
Gemini 4 ArgonHigher measured value88.299 %
MedCodeOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 547.54 %
Gemini 4 ArgonHigher measured value58.801 %
MedScribeOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 576.054 %
Gemini 4 ArgonHigher measured value87.427 %
ProgramBenchOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 50 %
Gemini 4 ArgonHigher measured value2.5 %
ProofBenchOverall. Higher is better. Test setup not documented as identical
Claude Sonnet 577 %
Gemini 4 ArgonHigher measured value99 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Claude Sonnet 5 and Gemini 4 Argon
Benchmark and taskClaude Sonnet 5Gemini 4 ArgonSource
Code MigrationOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
44.392 %
Higher measured value68.173 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
61.905 %
Higher measured value77.857 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
66.316 %
Higher measured value75.244 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
53.909 %
Higher measured value65.401 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
5 %
Higher measured value19.583 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
45 %
Higher measured value100 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
41.827 %
Higher measured value54.808 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
83.922 %
Higher measured value88.299 %
Vals AI
Source details
Data as of: 10/13/2026
MedCodeOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
47.54 %
Higher measured value58.801 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
76.054 %
Higher measured value87.427 %
Vals AI
Source details
Data as of: 10/13/2026
ProgramBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value2.5 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
77 %
Higher measured value99 %
Vals AI
Source details
Data as of: 10/12/2026
Public Benefits Bench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
66.035 %
Higher measured value69.756 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
48.925 %
Higher measured value53.645 %
Vals AI
Source details
Data as of: 10/08/2026
SRE BenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully solved rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0.382 %
Higher measured value44.275 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
29.374 %
Higher measured value44.56 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
10.606 %
Higher measured value57.576 %
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 Sonnet 5: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens
5.714 %
Higher measured value44.286 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
51.898 %
Higher measured value68.896 %
Vals AI
Source details
Data as of: 10/13/2026
Vibe Code Bench 1-100Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.0Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 262,144 tokens
13.822 %
Higher measured value21.2 %
Vals AI
Source details
Data as of: 10/14/2026
Vibe Code Bench v1.1Overall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1.1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Harness: OpenHands, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 262,144 tokens
81.325 %
Higher measured value91.906 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
36.332 %
Higher measured value67.564 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
82.143 %
Higher measured value85.714 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
69.384 %
Higher measured value82.979 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
48.715 %
Higher measured value60.527 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
88.768 %
Higher measured value94.203 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
50.5 %
Higher measured value100 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
54.545 %
Higher measured value68.182 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
89.555 %
Higher measured value90.847 %
Vals AI
Source details
Data as of: 10/13/2026
ProgramBenchAlmost Resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: almost-resolved rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
13.5 %
Higher measured value41 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
34.92 %
Higher measured value45.635 %
Vals AI
Source details
Data as of: 10/08/2026
SRE BenchCapability Score
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: capability scoreScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
7.697 %
Higher measured value57.824 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
10 %
Higher measured value20 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0Hardware
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value46.667 %
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 Sonnet 5: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value62.5 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
44.089 %
Higher measured value69.503 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
68.571 %
Higher measured value70 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
41.667 %
Higher measured value70 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
84.909 %
Higher measured value85.109 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
42.084 %
Higher measured value55.789 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkAntitrust Competition · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value20 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
42 %
Higher measured value100 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
87.81 %
Higher measured value92.945 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
81.412 %
Higher measured value84.097 %
Vals AI
Source details
Data as of: 10/13/2026
ProgramBenchFully Resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully resolved rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value2.5 %
Vals AI
Source details
Data as of: 10/12/2026
SAGELinear Algebra
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
68.999 %
Higher measured value74.031 %
Vals AI
Source details
Data as of: 10/08/2026
SRE BenchFully Solved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: fully solved rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
0.382 %
Higher measured value44.275 %
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 Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
57.41 %
Higher measured value63.603 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0Media
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
8.333 %
Higher measured value83.333 %
Vals AI
Source details
Data as of: 10/13/2026
Terminal-Bench ScienceEngineering Sciences
Test details
Test setup not documented as identicalNo direct winnerVersion: 0.1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens
0 %
Higher measured value11.111 %
Vals AI
Source details
Data as of: 10/14/2026
Vals IndexEMB
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
66.316 %
Higher measured value75.244 %
Vals AI
Source details
Data as of: 10/13/2026
Code MigrationCode Quality
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: mean reviewer code-quality ratingScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
Higher measured value4.898 / 5
3.574 / 5
Vals AI
Source details
Data as of: 10/12/2026
EMBDCF
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
56.404 %
Higher measured value65.719 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Comparables
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
45.817 %
Higher measured value50.956 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
87.455 %
Higher measured value94.265 %
Vals AI
Source details
Data as of: 10/12/2026
IOIIOI 2026
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
42.5 %
Higher measured value100 %
Vals AI
Source details
Data as of: 10/14/2026
Legal Research BenchBusiness & Commercial · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
32.558 %
Higher measured value46.512 %
Vals AI
Source details
Data as of: 10/12/2026
LegalBenchIssue Tasks
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
88.24 %
Higher measured value92.941 %
Vals AI
Source details
Data as of: 10/13/2026
ProgramBenchRaw Pass Rate
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: raw test pass rateScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
72.067 %
Higher measured value83.715 %
Vals AI
Source details
Data as of: 10/12/2026
SAGEPartial Differential Equations
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 30,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
Higher measured value42.857 %
41.27 %
Vals AI
Source details
Data as of: 10/08/2026
Tax Agent BenchCurrent & Temporal Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
30 %
Higher measured value66.667 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0ML
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
18.182 %
Higher measured value69.697 %
Vals AI
Source details
Data as of: 10/13/2026
Terminal-Bench ScienceLife Sciences
Test details
Test setup not documented as identicalNo direct winnerVersion: 0.1Metric: accuracyScoring: Higher is betterClaude Sonnet 5: Compute: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens
10.526 %
Higher measured value42.105 %
Vals AI
Source details
Data as of: 10/14/2026
Vals IndexFinance Agent v2
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterClaude Sonnet 5: Compute: max, Temperature: 1, Output limit: 128,000 tokens
Gemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens
53.909 %
Higher measured value65.401 %
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: 43b8c5c46830

Claude Sonnet 5

Unavailable in this round

Gemini 4 Argon

Unavailable in this round

Earlier tests

Pelican on a bicycle

A community classic for free-form SVG drawing.

Claude Sonnet 5

Claude Sonnet 5: 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-sonnet-5
API model reported in response
anthropic/claude-sonnet-5
Reasoning setting
high
Pinned endpoint
Anthropic | anthropic/claude-sonnet-5-20260630
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
47.9 s

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

Gemini 4 Argon

Not tested yet

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 Sonnet 5 and Gemini 4 Argon with other leading models using the same data and benchmark logic.

View the complete LLM comparison