Model evidence profile

Gemma 4 12B

Google · Open Weight · Reasoning

currentestimated
Overall public score
47.48
Source rank
#156
Evidence coverage
6 benchmarks · 1 sources

Strongest published evidencePublic overall score 47.48 at source rank #156.

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 radarAgenticCodingKnowledgeMathMultimodal groundedOverallReasoning
Agentic percentile
Agentic: Unavailable
Coding percentile
38.2 percentileRank #90 of 145
Knowledge percentile
Knowledge: Unavailable
Math percentile
Math: Unavailable
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.

Codingestimated
48.1
Rank
#90 of 145
Percentile
38.2%
Benchmarks
6
Knowledgeestimated
72.8
Rank
Not ranked
Percentile
Unavailable
Benchmarks
6
Mathestimated
57.7
Rank
Not ranked
Percentile
Unavailable
Benchmarks
6
Overallestimated
47.5
Rank
#156
Percentile
Unavailable
Benchmarks
6
Reasoningestimated
16.7
Rank
Not ranked
Percentile
Unavailable
Benchmarks
6

Route-specific facts

Pricing and specifications

Conflicting routes remain separate and attributable.

Direct API pricing is unavailable.

Context window
256,000
Maximum output
Unavailable
Input modalities
Unavailable
Output modalities
Unavailable
Release date
2026-06-03
Self hosting
Not verified

Auditable evidence

Benchmark ledger

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

coding

ScoreRankWeightLast UpdatedSource
48.06#90Not publishedAug 29, 2026BenchLM

knowledge

ScoreRankWeightLast UpdatedSource
72.80Not rankedNot publishedAug 29, 2026BenchLM

math

ScoreRankWeightLast UpdatedSource
57.70Not rankedNot publishedAug 29, 2026BenchLM

multimodalGrounded

ScoreRankWeightLast UpdatedSource
14.60Not rankedNot publishedAug 29, 2026BenchLM

reasoning

ScoreRankWeightLast UpdatedSource
16.70Not rankedNot publishedAug 29, 2026BenchLM

overall

ScoreRankWeightLast UpdatedSource
47.48#156Not publishedAug 29, 2026BenchLM

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