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Benchmark snapshot

3 benchmarks in common.

4 models selected. 3 benchmarks in common.

Reported scores; test settings may differ.

Reported benchmark results for 3 14B Non-thinking, 3 32B Non-thinking, GPT-4.1 Non-thinking, v3 (Non-thinking)
Benchmark
Qwen
Qwen
OpenAI
DeepSeek
Arena ELOHuman preferenceNot in our dataset1,3471,4151,358
LiveBench 1.0General reasoning59.6%59.8%69.8%60.5%
GPQA DiamondScientific knowledge54.8%54.6%66.3%59.1%
HLEAcademic reasoningNot in our datasetNot in our dataset5.4%Not in our dataset
MMLU ProMulti-task understandingNot in our datasetNot in our dataset81.8%Not in our dataset
SimpleBenchCommonsense reasoningNot in our datasetNot in our dataset27.0%18.9%
AIME 2025Mathematics23.3%20.2%37.0%28.8%
AiderCode editingNot in our datasetNot in our dataset52.4%49.6%
SWE-Bench VerifiedAgentic codingNot in our datasetNot in our dataset54.6%Not in our dataset
LiveCodeBenchCompetitive coding29.0%31.3%Not in our dataset36.2%
Tau-BenchAgentic tool useNot in our datasetNot in our dataset68.0%Not in our dataset
ARC-AGI-2Visual reasoningNot in our datasetNot in our dataset0.4%Not in our dataset
Pricing & context Published USD rates per 1M tokens
Specification3 14B Non-thinking3 32B Non-thinkingGPT-4.1 Non-thinkingv3 (Non-thinking)
Input$0.12$0.08$3$0.257
Output$0.24$0.28$12$1.029
Context window41K131KNot available164K
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.