Test-Time Compute Scaling

technique→ stable

Allocating more compute at inference (longer reasoning chains, multiple samples + verifier) can outperform scaling parameters — the basis for o1-style reasoning models.

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0.0%Velocity (7d)

First seen: Apr 23, 2026Last active: 1d ago

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Invented By

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Google
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Prior Art

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Self-Consistency
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Process Reward Models
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Deploys

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Claude Opus 4.7
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Claude 3.5 Opus
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GPT-Rosalind
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Kimi K2.6
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DeepSeek-R1
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Introduces

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Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
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