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CLUSTER LANGUAGE-USAGE-CALCULATOR · 7 ENTRIES · EARLIEST ENTRY 2026-09-24

LLM deployment and cost tools

The cluster contains tools for running, evaluating, and estimating costs of large language models, including local inference, distributed browsers, edge streaming, and reliability platforms. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index, so it predates the index or members are undated. Traction leaders are swarmllm with 180 stars, minirun-app with 34, and omp-ninfer with 13.

Entry timeline

ENTRY TIMELINE

AUG 2026: 6SEP 2026: 1
AUG 2026SEP 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 5 unlabelled

Operator · 2 hobby · 5 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 7 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01agent-gpu-calculator7★24 days—hobbyBrowser-based calculator that estimates GPU and RAM needs for serving LLM agent sessions with KV-cache offloading.
  2. 02LLM Inference Calculator0★unknownliveWeb calculator that estimates throughput, latency, and GPU memory usage for large language model inference workloads.
  3. 03Replit Deployment Pricing Calculator - 2025 Website Hosting Costs0★unknownliveai-builthobbyWeb calculator that estimates website hosting costs on Replit for Autoscale, Scheduled Tasks, and Always-On deployments.
  4. 04LLM cost simulator0★unknownliveWeb calculator that estimates the cost of using large language models based on usage parameters.
  5. 05RAG ChatBot Operating Cost Calculator0★unknownliveCalculator that estimates the ongoing operating costs of running a retrieval-augmented generation chatbot.
  6. 06cerebras-moe-calculator-new.vercel.app0★unknownliveWeb calculator that estimates parameters, compute, and memory requirements for mixture-of-experts AI models.
  7. 07AI Inference Cost Calculator0★unknownliveai-builtWeb calculator that estimates GPU hardware requirements and monthly costs for running AI models.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.