LLM Inference Frameworks: A p95 TTFT and Throughput Test Plan

Clear a 100 ms p95 TTFT gate at 40 req/s, hit a tokens-per-second floor at 70% GPU use, then pick the LLM inference framework with the lowest p95 TTFT. Independent technical note mirroring the canonical version: https://opensilo.co/blog/llm-inference-frameworks-a-p95-ttft-and-throughput-test-plan.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24080302
Primary Topic
Parallel Computing and Optimization Techniques
Type
preprint
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preprint

LLM Inference Frameworks: A p95 TTFT and Throughput Test Plan

Robert Chen
Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
preprint

LLM Inference Frameworks: A p95 TTFT and Throughput Test Plan

Robert Chen
preprint en

Abstract

Clear a 100 ms p95 TTFT gate at 40 req/s, hit a tokens-per-second floor at 70% GPU use, then pick the LLM inference framework with the lowest p95 TTFT. Independent technical note mirroring the canonical version: https://opensilo.co/blog/llm-inference-frameworks-a-p95-ttft-and-throughput-test-plan.php

Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
DOIOpen Access PDFOpenAlex
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LLM Inference Frameworks: A p95 TTFT and Throughput Test Plan — Robert Chen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS