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Head-to-head comparison

Muse Wonder vs. Mistral Large 4

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

shared result series
135
distinct benchmarks
14
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 Muse Wonder and Mistral Large 4
AttributeMuse WonderMistral Large 4
ProviderMetaMistral AI
ReleasedOct 12, 2026Oct 6, 2026
AvailabilityPreviewPreview
Model typeProprietaryOpen weights announced; currently an API preview
ParametersNot published1.05T
ArchitectureNot publishedMixture of Experts
Context window1,048,576 tokens1M tokens (Mistral); 524,288 tokens (OpenRouter)
Knowledge cutoffNot publishedNot published
Technical sourcesModel, ContextModel, 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 Muse Wonder and Mistral Large 4
Price typeMuse WonderMistral Large 4
API input$4$1.36
API output$20$4.18
Cache read$0.2$0.14
Cache write (5 min.)Not listedNot listed
Cache write (1 hr.)Not listedNot listed
Price verified10/15/2026 Source10/07/2026 Source

Mistral Large 4, Launch pricing announced October 6, 2026

Mistral announced a 50% discount for two weeks. The published introductory rates are $0.68 input, $2.09 output and $0.07 cache read per 1M tokens. Price comparisons use the standard rates. Source

Muse WonderMistral Large 4
API inputUSD per 1M tokens, base tier
Muse Wonder$4
Mistral Large 4Lower price$1.36
API outputUSD per 1M tokens, base tier
Muse Wonder$20
Mistral Large 4Lower price$4.18
Cache readUSD per 1M tokens, base tier
Muse Wonder$0.2
Mistral Large 4Lower price$0.14

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 Muse Wonder is available in the stored OpenRouter snapshot. The official direct price is still shown.

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

Provider pricing for Muse Wonder and Mistral Large 4
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
Muse WonderMetaDirect from developerStandard APILowest listed price: $4Lowest listed price: $20Source10/15/2026
Mistral Large 4Mistral AIDirect from developerStandard APILowest listed price: $1.36Lowest listed price: $4.18Source10/07/2026

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.

Muse WonderMistral Large 4
BioMysteryBenchOverall. Higher is better. Test setup not documented as identical
Muse WonderNo direct winner67.037 %
Mistral Large 4No direct winner67.037 %
Code MigrationOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value62.552 %
Mistral Large 430.561 %
EMBOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value67.084 %
Mistral Large 456.213 %
Finance Agent (v2)Overall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value56.637 %
Mistral Large 454.678 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value17.083 %
Mistral Large 415.833 %
IOIOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value66.944 %
Mistral Large 445.278 %
Legal Research BenchOverall · All-pass. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value50.481 %
Mistral Large 431.731 %
MysteryMechanismOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value27.477 %
Mistral Large 412.162 %
ProofBenchOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value84 %
Mistral Large 410 %
Tax Agent BenchOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value36.269 %
Mistral Large 430.391 %
Terminal-Bench 4.0Overall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value49.495 %
Mistral Large 423.232 %
Vals IndexOverall. Higher is better. Test setup not documented as identical
Muse WonderHigher measured value61.062 %
Mistral Large 448.106 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for Muse Wonder and Mistral Large 4
Benchmark and taskMuse WonderMistral Large 4Source
BioMysteryBenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Harness: Terminus 2, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
No direct winner67.037 %
No direct winner67.037 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value62.552 %
30.561 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value67.084 %
56.213 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value56.637 %
54.678 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value17.083 %
15.833 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value66.944 %
45.278 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value50.481 %
31.731 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value27.477 %
12.162 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value84 %
10 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value36.269 %
30.391 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value49.495 %
23.232 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexOverall
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: weighted index scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value61.062 %
48.106 %
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 betterMuse Wonder: Reasoning: max, Harness: OpenHands, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Harness: OpenHands, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value26.55 %
14.261 %
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 betterMuse Wonder: Reasoning: max, Harness: OpenHands, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Harness: OpenHands, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value83.089 %
78.403 %
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 betterMuse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Harness: Terminus 2, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
No direct winner29.412 %
No direct winner29.412 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value60.07 %
17.414 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value79.488 %
56.569 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value52.67 %
52.429 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value93.841 %
89.855 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value66.833 %
50.167 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value63.636 %
34.848 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchControversy & Precedence Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value20 %
3.333 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value46.667 %
13.333 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexCode Migration
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value62.009 %
22.799 %
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 betterMuse Wonder: Reasoning: max, Harness: Terminus 2, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Harness: Terminus 2, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
No direct winner75.799 %
No direct winner75.799 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
No direct winner70 %
No direct winner70 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value79.232 %
75.048 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value45.936 %
43.787 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value20 %
0 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value75.5 %
37.833 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value90.571 %
88.492 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchControversy & Precedence Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value71.362 %
50.042 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
33.333 %
Higher measured value41.667 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexEMB
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value67.084 %
56.213 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
4.061 / 5
Higher measured value4.133 / 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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value51.035 %
35.881 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
47.933 %
Higher measured value48.618 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value92.473 %
91.398 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value58.5 %
47.833 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value48.837 %
25.581 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchCurrent & Temporal Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value50 %
46.56 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value45.455 %
24.242 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexFinance Agent v2
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value56.637 %
54.678 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value60.69 %
57.501 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value67.252 %
63.866 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value86.88 %
86.015 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchCurrent & Temporal Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value77.655 %
64.214 %
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 betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value40.741 %
14.815 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexHLAB
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value17.083 %
15.833 %
Vals AI
Source details
Data as of: 10/13/2026
EMBM&A
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value76.852 %
51.9 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Earnings Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value76.768 %
76.491 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkBanking Finance · Criteria passed
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: criteria pass rateScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value94.424 %
91.45 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchCivil Litigation · All-pass
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: all-pass rateScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value37.037 %
33.333 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchFact-Pattern Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value39.535 %
31.83 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0Science
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value47.619 %
9.524 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexLegal Research
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value50.481 %
31.731 %
Vals AI
Source details
Data as of: 10/13/2026
EMBMisc
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value56.936 %
53.863 %
Vals AI
Source details
Data as of: 10/12/2026
Finance Agent (v2)Financial Modeling
Test details
Test setup not documented as identicalNo direct winnerVersion: 2Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value22.515 %
20.456 %
Vals AI
Source details
Data as of: 10/12/2026
Harvey's Legal Agent BenchmarkBanking Finance · Task fully resolved
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: task resolution rateScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value20 %
0 %
Vals AI
Source details
Data as of: 10/12/2026
Legal Research BenchCivil Litigation · Weighted partial credit
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: weighted partial-credit scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value89.018 %
85.824 %
Vals AI
Source details
Data as of: 10/12/2026
Tax Agent BenchFact-Pattern Analysis
Test details
Test setup not documented as identicalNo direct winnerVersion: 1Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value67.563 %
57.242 %
Vals AI
Source details
Data as of: 10/12/2026
Terminal-Bench 4.0Security
Test details
Test setup not documented as identicalNo direct winnerVersion: 4.0Metric: accuracyScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value66.667 %
46.667 %
Vals AI
Source details
Data as of: 10/13/2026
Vals IndexTax Agent
Test details
Test setup not documented as identicalNo direct winnerVersion: 2.1Metric: benchmark scoreScoring: Higher is betterMuse Wonder: Reasoning: max, Temperature: 1, Output limit: 131,072 tokens
Mistral Large 4: Reasoning: high, Temperature: 1, Top P: 0.95, Output limit: 256,000 tokens
Higher measured value71.161 %
63.294 %
Vals AI
Source details
Data as of: 10/13/2026

Key to the marks:better valuebetter, but not conclusivetie

Our model tests

Our tests

There is no shared test round for this selection. Results from different rounds are not mixed.

Earlier tests

This is the lowest documented setting for each provider. It does not make compute comparable across models.

Pelican on a bicycle

A community classic for free-form SVG drawing.

Muse Wonder

Not tested yet

Mistral Large 4

Mistral Large 4: Pelican on a bicycle
A community classic for free-form SVG drawing.

Reasoning (requested): none

Current attempt
Run date
Oct 11, 2026
API provider
Mistral
Requested API model
mistralai/mistral-large-4-0
API model reported in response
mistralai/mistral-large-4-0
Reasoning setting
none
Pinned endpoint
Mistral | mistralai/mistral-large-4-0-20261006
Temperature
Provider default
Token limit including reasoning
8,192 tokens
Reasoning tokens
0
Test protocol
community-visual-low-v1
Technical checks
Passed, not a quality rating
Response time
28.7 s

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

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 Muse Wonder and Mistral Large 4 with other leading models using the same data and benchmark logic.

View the complete LLM comparison