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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 GLM-5.2 Thinking, Qwen3 Max Qwen 3.6 Max Preview, Gemma 4 31B IT Thinking, GLM-5.1 Thinking
Benchmark
Zhipu AI
Qwen
Google
Zhipu AI
Arena ELOHuman preference1,4751,4601,4521,465
LiveBench 1.0General reasoning73.2%Not in our datasetNot in our datasetNot in our dataset
GPQA DiamondScientific knowledge91.2%Not in our dataset84.3%86.2%
HLEAcademic reasoningNot in our datasetNot in our dataset19.5%31.0%
MMLU ProMulti-task understandingNot in our datasetNot in our dataset85.2%85.9%
SimpleBenchCommonsense reasoning58.8%63.0%Not in our dataset55.1%
SWE-Bench VerifiedAgentic codingNot in our datasetNot in our datasetNot in our dataset73.8%
LiveCodeBenchCompetitive codingNot in our datasetNot in our dataset80.0%Not in our dataset
Tau-BenchAgentic tool useNot in our datasetNot in our datasetNot in our dataset84.1%
Terminal-BenchAgentic terminalNot in our datasetNot in our datasetNot in our dataset63.5%
ARC-AGI-2Visual reasoning22.8%Not in our datasetNot in our datasetNot in our dataset
Pricing & context Published USD rates per 1M tokens
SpecificationGLM-5.2 ThinkingQwen3 Max Qwen 3.6 Max PreviewGemma 4 31B IT ThinkingGLM-5.1 Thinking
Input$0.006$1.027$0.2$1.4
Output$6.8$6.162$0.4$4.4
Context window1.0M262K262K205K
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.