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Add Headroom token-compression benchmark#192

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mrbucuc:add-headroom-benchmark
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Add Headroom token-compression benchmark#192
mrbucuc wants to merge 1 commit into
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mrbucuc:add-headroom-benchmark

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@mrbucuc mrbucuc commented Jul 17, 2026

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Adds a first-hand benchmark of Headroom (open-source LLM token-compression proxy) run against a live agentic workflow 39 requests, mixed Claude Opus 4.6 / Sonnet 5, 85.9k of 422.1k tokens compressed (20.4%), 78% rated high-quality compression, zero failed requests. Includes a breakdown of where the token waste actually came from (mostly JSON payload bloat, not HTML/prose).

Fits under MLOps Articles as a practical evaluation of an emerging LLMOps cost tool.

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