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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 Claude Haiku 4.5 Thinking, GPT-5 Nano Thinking (5.4), 3 235B A22B thinking-2507, Claude Sonnet 4 4.0 Thinking
Benchmark
Anthropic
OpenAI
Qwen
Anthropic
Arena ELOHuman preferenceNot in our dataset1,4011,4001,402
LiveBench 1.0General reasoningNot in our dataset69.6%Not in our datasetNot in our dataset
GPQA DiamondScientific knowledge73.0%82.8%Not in our dataset76.1%
HLEAcademic reasoning9.7%24.3%15.8%7.8%
MMLU ProMulti-task understandingNot in our datasetNot in our dataset84.5%Not in our dataset
SimpleBenchCommonsense reasoningNot in our datasetNot in our datasetNot in our dataset45.5%
AIME 2025Mathematics80.7%Not in our datasetNot in our dataset70.5%
AiderCode editingNot in our datasetNot in our datasetNot in our dataset61.3%
SWE-Bench VerifiedAgentic coding73.3%Not in our datasetNot in our dataset72.7%
LiveCodeBenchCompetitive coding53.2%Not in our datasetNot in our dataset55.9%
Tau-BenchAgentic tool use83.2%Not in our dataset71.9%83.8%
ARC-AGI-2Visual reasoning4.0%5.7%Not in our dataset5.9%
Pricing & context Published USD rates per 1M tokens
SpecificationClaude Haiku 4.5 ThinkingGPT-5 Nano Thinking (5.4)3 235B A22B thinking-2507Claude Sonnet 4 4.0 Thinking
Input$1$0.05$0.45$3
Output$5$0.4$3.5$15
Context window200K400K128K200K
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.