Head-to-head comparison

Gemini 4 Argon vs. Muse Wonder

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

shared result series: 157
distinct benchmark metrics: 18
latest retrieval: 2026-10-16

First modelSecond model

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 4 Argon and Muse Wonder
Attribute	Gemini 4 Argon	Muse Wonder
Provider	Google DeepMind	Meta
Released	Oct 13, 2026	Oct 12, 2026
Availability	Active	Preview
Model type	Proprietary	Proprietary
Parameters	Not published	Not published
Architecture	Not published	Not published
Context window	1,048,576 tokens shared across input, thinking, and output	1,048,576 tokens
Knowledge cutoff	Not published	Not published
Technical sources	Model	Model, Context

Pricing

API pricing compared

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

API pricing for Gemini 4 Argon and Muse Wonder
Price type	Gemini 4 Argon	Muse Wonder
API input	$2	$4
API output	$10	$20
Cache read	$0.1	$0.2
Cache write (5 min.)	Not listed	Not listed
Cache write (1 hr.)	Not listed	Not listed
Price verified	10/25/2026 Source	10/15/2026 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

Gemini 4 ArgonMuse Wonder

API inputUSD per 1M tokens, base tier

Gemini 4 Argon$2

Muse Wonder$4

API outputUSD per 1M tokens, base tier

Gemini 4 Argon$10

Muse Wonder$20

Cache readUSD per 1M tokens, base tier

Gemini 4 Argon$0.1

Muse Wonder$0.2

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.

No provider tariff for Muse Wonder is available in the stored OpenRouter snapshot. The official direct price is still shown.

Provider pricing for Gemini 4 Argon and Muse Wonder
Model	Provider	Purchase route and tariff	Input per 1M tokens	Output per 1M tokens	Source
Gemini 4 Argon	Google DeepMind	Direct from developerStandard API	Lowest listed price: $2	Lowest listed price: $10	Source10/25/2026
Muse Wonder	Meta	Direct from developerStandard API	Lowest listed price: $4	Lowest listed price: $20	Source10/15/2026

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

Gemini 4 Argon

Overall index

92.6

Muse Wonder

Overall index

77.2

Gemini 4 Argon leads in 9 of 9 shared areas.

Area	Gemini 4 Argon	Muse Wonder
Coding	92.4	78.2
Reasoning	91.6	73.8
Mathematics	89.3	78.4
Knowledge	93.6	75.6
General	90.2	61.4
Finance	94.6	75.3
Legal	94.9	86.1
Cybersecurity	92.8	78.6
Productivity	90.6	83.3

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.

Gemini 4 ArgonMuse Wonder

BioMysteryBenchOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon76.296 %

Muse Wonder67.037 %

Code MigrationOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon68.173 %

Muse Wonder62.552 %

CyberBench v1.1Overall. Higher is better. Test setup not documented as identical

Gemini 4 Argon77.857 %

Muse Wonder80.357 %

EMBOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon75.244 %

Muse Wonder67.084 %

Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical

Gemini 4 Argon65.401 %

Muse Wonder56.637 %

Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical

Gemini 4 Argon19.583 %

Muse Wonder17.083 %

IOIOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon100 %

Muse Wonder66.944 %

Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical

Gemini 4 Argon54.808 %

Muse Wonder50.481 %

MysteryMechanismOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon45.495 %

Muse Wonder27.477 %

ProofBenchOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon99 %

Muse Wonder84 %

Public Benefits Bench v1.1Overall. Higher is better. Test setup not documented as identical

Gemini 4 Argon69.756 %

Muse Wonder70.23 %

SWE-bench MultimodalOverall. Higher is better. Test setup not documented as identical

Gemini 4 Argon56.042 %

Muse Wonder45.417 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Gemini 4 Argon and Muse Wonder
Benchmark and task	Gemini 4 Argon	Muse Wonder	Source
BioMysteryBenchOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Harness: Terminus 2, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens	Higher measured value76.296 %	67.037 %	Vals AI Source details Data as of: 10/12/2026
Code MigrationOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value68.173 %	62.552 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	77.857 %	Higher measured value80.357 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value75.244 %	67.084 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value65.401 %	56.637 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value19.583 %	17.083 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value100 %	66.944 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value54.808 %	50.481 %	Vals AI Source details Data as of: 10/12/2026
MysteryMechanismOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value45.495 %	27.477 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value99 %	84 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	69.756 %	Higher measured value70.23 %	Vals AI Source details Data as of: 10/12/2026
SWE-bench MultimodalOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value56.042 %	45.417 %	Vals AI Source details Data as of: 10/13/2026
Tax Agent BenchOverall Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value44.56 %	36.269 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value57.576 %	49.495 %	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 betterGemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 131,072 tokens	Higher measured value44.286 %	22.857 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value68.896 %	61.062 %	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 betterGemini 4 Argon: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: OpenHands, Temperature: 1, Output limit: 131,072 tokens	21.2 %	Higher measured value26.55 %	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 betterGemini 4 Argon: Reasoning: high, Harness: OpenHands, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: OpenHands, Temperature: 1, Output limit: 131,072 tokens	Higher measured value91.906 %	83.089 %	Vals AI Source details Data as of: 10/12/2026
BioMysteryBenchHard Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Harness: Terminus 2, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens	Higher measured value39.216 %	29.412 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value67.564 %	60.07 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner85.714 %	No direct winner85.714 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value82.979 %	79.488 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value60.527 %	52.67 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value94.203 %	93.841 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value100 %	66.833 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value68.182 %	63.636 %	Vals AI Source details Data as of: 10/12/2026
SWE-bench Multimodalbpmn-js Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value71.698 %	67.925 %	Vals AI Source details Data as of: 10/13/2026
Tax Agent BenchControversy & Precedence Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner20 %	No direct winner20 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner46.667 %	No direct winner46.667 %	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 betterGemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 131,072 tokens	Higher measured value62.5 %	50 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value69.503 %	62.009 %	Vals AI Source details Data as of: 10/13/2026
BioMysteryBenchHuman-solvable Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Harness: Terminus 2, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens	Higher measured value84.932 %	75.799 %	Vals AI Source details Data as of: 10/12/2026
Code MigrationCOBOL Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner70 %	No direct winner70 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	70 %	Higher measured value75 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value85.109 %	79.232 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value55.789 %	45.936 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner20 %	No direct winner20 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value100 %	75.5 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value92.945 %	90.571 %	Vals AI Source details Data as of: 10/12/2026
SWE-bench MultimodalCarbon Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value43.609 %	27.068 %	Vals AI Source details Data as of: 10/13/2026
Tax Agent BenchControversy & Precedence Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	63.603 %	Higher measured value71.362 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value83.333 %	33.333 %	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 betterGemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 131,072 tokens	Higher measured value11.111 %	0 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value75.244 %	67.084 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	3.574 / 5	Higher measured value4.061 / 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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value65.719 %	51.035 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value50.956 %	47.933 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value94.265 %	92.473 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value100 %	58.5 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	46.512 %	Higher measured value48.837 %	Vals AI Source details Data as of: 10/12/2026
SWE-bench MultimodalESLint Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value72.727 %	54.545 %	Vals AI Source details Data as of: 10/13/2026
Tax Agent BenchCurrent & Temporal Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value66.667 %	50 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value69.697 %	45.455 %	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 betterGemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 131,072 tokens	Higher measured value42.105 %	21.053 %	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 betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value65.401 %	56.637 %	Vals AI Source details Data as of: 10/13/2026
EMBLBO Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value68.543 %	60.69 %	Vals AI Source details Data as of: 10/12/2026
Finance Agent (v2)Disclosure Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value74.496 %	67.252 %	Vals AI Source details Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkArbitration International Dispute Resolution · Task fully resolved Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	No direct winner0 %	No direct winner0 %	Vals AI Source details Data as of: 10/12/2026
Legal Research BenchBusiness & Commercial · Weighted partial credit Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value91.87 %	86.88 %	Vals AI Source details Data as of: 10/12/2026
SWE-bench MultimodalFusion Next Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value47.222 %	38.889 %	Vals AI Source details Data as of: 10/13/2026
Tax Agent BenchCurrent & Temporal Analysis Test details Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value84.637 %	77.655 %	Vals AI Source details Data as of: 10/12/2026
Terminal-Bench 4.0Operations Test details Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value55.556 %	40.741 %	Vals AI Source details Data as of: 10/13/2026
Terminal-Bench ScienceMathematical Sciences Test details Test setup not documented as identicalNo direct winnerVersion: 0.1Metric: accuracyScoring: Higher is betterGemini 4 Argon: Reasoning: high, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Harness: Mini-SWE-agent, Temperature: 1, Output limit: 131,072 tokens	Higher measured value58.824 %	23.529 %	Vals AI Source details Data as of: 10/14/2026
Vals IndexHLAB Test details Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterGemini 4 Argon: Reasoning: high, Temperature: 1, Output limit: 262,144 tokens Muse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens	Higher measured value19.583 %	17.083 %	Vals AI Source details Data as of: 10/13/2026
Key to the marks:better valuebetter, but not conclusivetie

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