Racing GLM-5.2 (Z-AI) against a typical person on translate a paragraph: 6 min by hand versus 2.2 s for the model, 164× faster, 87% accurate on this task's rubric. ✗ Overkill. GLM-5.2 is slower here for no gain — try Gemma 4 31B. It used 115 tokens for a cost of $0.00: see how that stacks up against every other model →

GLM-5.2 vs. a person: "Translate a paragraph"

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AnthropicOpenAIMetaDeepSeekGoogleZ-AINVIDIAMiniMaxKrutrimSarvam AI
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Simple? — 0/25 raced
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"You" is a typical time for a person doing the task by hand, unless you've taken the 15-second typing test above, in which case it's your own. "AI" is a recorded run for the selected model, shown to scale. Stage times, accuracy, and token cost are placeholder profiles until runs are recorded and scored. How we measure → · FAQ → · Model comparison → · Open dataset →