Model evidence profile

Muse Spark 1.1

Meta · Proprietary · Reasoning

currentsupported
Overall public score
77.14
Source rank
#8
Evidence coverage
5 benchmarks · 1 sources

Strongest published evidencePublic overall score 77.14 at source rank #8.

Validate before choosingValidate current route pricing and evidence availability before choosing.

Revision benchmark_3b14dc55ef5307cfe91356d3ea348101 · Published Aug 30, 2026 · Checked Aug 30, 2026 · stale

Relative field position

Capability radar

Percentiles use eligible source ranks. Missing axes remain unavailable and never become zero.

Capability ranking percentile radarAgenticCodingKnowledgeMultimodal groundedOverallReasoning
Agentic percentile
84.9 percentileRank #22 of 140
Coding percentile
88.9 percentileRank #17 of 145
Knowledge percentile
98.1 percentileRank #2 of 55
Multimodal grounded percentile
Multimodal grounded: Unavailable
Overall percentile
Overall: Unavailable
Reasoning percentile
Reasoning: Unavailable

Published measurements

Category scores

Scores retain their source units; percentile and rank appear only for eligible fields.

Agenticsupported
59.8
Rank
#22 of 140
Percentile
84.9%
Benchmarks
5
Codingsupported
65.7
Rank
#17 of 145
Percentile
88.9%
Benchmarks
5
Knowledgesupported
92.8
Rank
#2 of 55
Percentile
98.1%
Benchmarks
5
Overallsupported
77.1
Rank
#8
Percentile
Unavailable
Benchmarks
5

Route-specific facts

Pricing and specifications

Conflicting routes remain separate and attributable.

Direct API pricing is unavailable.

Context window
1,000,000
Maximum output
Unavailable
Input modalities
Unavailable
Output modalities
Unavailable
Release date
2026-07-09
Self hosting
Not verified

Auditable evidence

Benchmark ledger

Display values, source ranks, and provenance remain visible without implying unsupported aggregate weight.

agentic

ScoreRankWeightLast UpdatedSource
59.82#22Not publishedAug 29, 2026BenchLM

coding

ScoreRankWeightLast UpdatedSource
65.70#17Not publishedAug 29, 2026BenchLM

knowledge

ScoreRankWeightLast UpdatedSource
92.80#2Not publishedAug 29, 2026BenchLM

multimodalGrounded

ScoreRankWeightLast UpdatedSource
72.00Not rankedNot publishedAug 29, 2026BenchLM

overall

ScoreRankWeightLast UpdatedSource
77.14#8Not publishedAug 29, 2026BenchLM

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