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Benchmark snapshot

1 benchmarks in common.

4 models selected. 1 benchmarks in common.

Reported scores; test settings may differ.

Reported benchmark results for Gemma 3 12B IT Non-thinking, Claude 3.5 Haiku Non-thinking, Gemma 3 27B IT Non-thinking, Llama 4 Maverick Default (Non-thinking)
Benchmark
Google
Anthropic
Google
Meta
Arena ELOHuman preference1,3421,3251,3651,327
LiveBench 1.0General reasoning43.7%Not in our dataset49.2%59.5%
GPQA DiamondScientific knowledge40.9%Not in our dataset42.4%69.8%
HLEAcademic reasoningNot in our datasetNot in our datasetNot in our dataset5.7%
MMLU ProMulti-task understanding60.6%Not in our dataset67.5%80.5%
SimpleBenchCommonsense reasoningNot in our datasetNot in our datasetNot in our dataset27.7%
AIME 2025Mathematics18.8%Not in our dataset24.0%15.9%
AiderCode editingNot in our dataset28.0%4.9%15.6%
LiveCodeBenchCompetitive coding24.6%Not in our dataset29.7%37.2%
ARC-AGI-2Visual reasoningNot in our datasetNot in our datasetNot in our dataset0.0%
Pricing & context Published USD rates per 1M tokens
SpecificationGemma 3 12B IT Non-thinkingClaude 3.5 Haiku Non-thinkingGemma 3 27B IT Non-thinkingLlama 4 Maverick Default (Non-thinking)
Input$0.05$1$0.08$0.188
Output$0.15$5$0.35$0.652
Context window131K200K131K524K
Pricing detailsExplore pricing →Explore pricing →Explore pricing →Explore pricing →
How to read this comparison

Each column keeps the exact model version you selected. Shared benchmarks are the intersection of their reported results; “all coverage” also shows where evidence is missing. Missing results never count as zero.

These are published benchmark scores, not a controlled head-to-head test. The available evidence does not establish matching evaluation settings, so we show no cross-model winner highlights or deltas. Composite quality scores are omitted because they can summarize different benchmark sets.

Scores and statistics are computed upstream. This page reads a fixed data snapshot; its date describes the snapshot, not the date of every measurement.