Published September 30, 2026 | Version v1

Client-Side Measurement of Free-Tier LLM Inference: Frozen Measurement Snapshot, Probe Software, and Analysis Scripts

Authors/Creators

  • 1. Independent Researcher

Description

Reproducibility artifact for the paper 'Client-Side Measurement of Free-Tier LLM Inference' (submitted to ACM SIGMETRICS 2027 Fall). Contains the frozen analysis snapshot data/snapshot_20260929.jsonl (6,604 rows: 2,200 Groq, 2,203 Gemini, 2,201 Mistral; 2026-09-25 to 2026-09-29, single US West vantage point, 3-minute probe cadence, time-to-first-token, SSE chunking, HTTP status, connection timings), the probe client (probe.py), and all analysis scripts that generate every number in the paper. Code is MIT licensed; data is CC-BY-4.0.

Files

llm-perf-probe-dataset-software.zip

Files (874.0 kB)

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md5:579f1faea4e9613c377f719a62edaaf7
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Additional details

Related works

Is supplemented by
10.5281/zenodo.23053654 (DOI)