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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-5.1 Thinking, GPT-5.6 Terra Thinking, GPT-5.2 Thinking, Claude Sonnet 5 Thinking
Benchmark
Zhipu AI
OpenAI
OpenAI
Anthropic
Arena ELOHuman preference1,4651,467Not in our dataset1,462
LiveBench 1.0General reasoningNot in our dataset77.9%74.6%76.0%
GPQA DiamondScientific knowledge86.2%Not in our dataset92.4%Not in our dataset
HLEAcademic reasoning31.0%Not in our dataset35.4%Not in our dataset
MMLU ProMulti-task understanding85.9%Not in our dataset87.4%Not in our dataset
SimpleBenchCommonsense reasoning55.1%48.9%45.8%60.6%
AIME 2025MathematicsNot in our datasetNot in our dataset100.0%Not in our dataset
GSOGraduate scienceNot in our datasetNot in our dataset27.4%37.3%
SWE-Bench VerifiedAgentic coding73.8%Not in our dataset80.0%Not in our dataset
Tau-BenchAgentic tool use84.1%Not in our dataset82.0%Not in our dataset
Terminal-BenchAgentic terminal63.5%Not in our dataset54.0%Not in our dataset
ARC-AGI-2Visual reasoningNot in our dataset74.2%52.9%Not in our dataset
Pricing & context Published USD rates per 1M tokens
SpecificationGLM-5.1 ThinkingGPT-5.6 Terra ThinkingGPT-5.2 ThinkingClaude Sonnet 5 Thinking
Input$1.4$2$1.75$2
Output$4.4$12$14$10
Context window205K1.1M400K1.0M
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.