Open survey companion

Explore speculative decoding by mechanism.

Filter and compare Method Profiles across four systems co-design aspects—without turning the taxonomy into a ranking.

Companion to From Draft-Then-Verify to Systems Co-Design: A Survey of Speculative Decoding for Autoregressive Large Language Models

312 included works 19 taxonomy categories 2018–2026

Fixed snapshot · 19 Sep 2026 Profiles, evidence and reproducible counts. Download ZIP
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A systems co-design landscape

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Method Profiles

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312 works

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Method Profiles

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Core introduced, changed, or centrally analyzed Inherited explicitly adopted

Speculative decoding works and their four-aspect Method Profiles
Select for comparison Work Draft Source Draft Geometry Verification Fidelity Runtime Execution Resources
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Method Profile

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01

Draft Source

02

Draft Geometry

03

Verification Fidelity

04

Runtime Execution

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Four-axis comparison of selected speculative decoding works

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