Piqc

Piqc is a tool designed to scan for GPU waste in LLM inference clusters, helping to optimize resource utilization

AI Tools·Launched Jun 2026·Signal Score 21.8·0 upvotes·github.com

LivenessActiveRankScore 21.8Last commit—SO tag heat—Press sentiment 7d—Hiring—Cohort 20260.0 WoW

What it is

Piqc is a tool designed to scan for GPU waste in LLM inference clusters, helping to optimize resource utilization. It aims to reduce inefficiencies and improve overall performance. By identifying areas of waste, Piqc enables users to make data-driven decisions to enhance their cluster's productivity.

Signal score

vs category avg: +-43.2

21.80.0 WoW

Funding history

No disclosed funding rounds yet. SEC EDGAR + press scrape runs weekly.

Moat

Defensibility not yet classified. Weekly moat enrichment runs Sundays.

Press mentions

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Vitalslive · 01:04 UTC

Signal

21.8

profile only

Rank in cat

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Upvotes

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Press 30d

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Founders

Not yet researched. Weekly founder enrichment runs Sundays.

Liveness probedaily 04:30 UTC

Active · 200 OK

github.com · last 08:30 UTC

30-day probe history

30d agotoday

GitHub activitydaily 04:15 UTC

Last commit

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Last release

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Open PRs

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Open issues

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Contributors 30d

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Closed 30d

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paralleliq/piqc

Stack Overflow tag heatweekly Sun

Category tags · 30d / lifetime ratio

large-language-model

0.59%

openai-api

0.035%

langchain

0.14%

huggingface

0.057%

Category heat (avg)—

Press sentiment · 7d rollinghourly

+0.72

Strongly positive

7 mentions in window

growthagenticproductvs competitors

Cohort survival · Class of 2026weekly

Products in the 2026 cohort. Cohort survival data is not yet computed for individual products.

Median Lifespan

4.2y

Cohort Rank

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