The first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ cloud providers.
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Jun 24, 2026 - Python
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gpu-pricing
Here are 10 public repositories matching this topic...
What LLM inference actually costs. 874 verified price rows across 24 providers, 378 GPU rental rates, 395 cited throughput datapoints, and a self-hosting break-even model. Every number carries a source URL, a retrieval date, and passed a mechanical evidence gate. Dated immutable snapshots. CC BY 4.0.
reproducible-research tokenizer open-data benchmarks self-hosting cost-optimization mlops llmops vllm llm-inference open-source-llm llm-pricing ai-infrastructure inference-cost gpu-pricing
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Jul 31, 2026 - Python
Anthropic-standard Skill — decide API-vs-self-host LLM costs and fine-tune ROI from any agent context (Claude Code, Cursor, Codex). Live GPU+API prices, deterministic local math.
self-hosting lora fine-tuning finetuning llm llm-cost agent-skills claude-code vram-calculator claude-skills claude-skill agent-skill codex-skill skill-md cursor-skills cursor-skill gpu-pricing llm-cost-calculator
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May 28, 2026 - Python
Daily-verified cloud GPU rental prices across 18+ providers (H100, H200, B200, A100, RTX 4090...). Open dataset, updated daily, CC BY 4.0. Live at gpurentalprices.com
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Aug 1, 2026
Find the request volume where self-hosting an open LLM beats paying a proprietary API — with a cost-vs-volume crossover chart.
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Jun 15, 2026 - TypeScript
Compare EC2 spot prices across every AWS region, down to the availability zone each price came from. Zones inside a single region can differ 4.5x, which the regional number hides. Prices every instance type AWS offers, GPU boxes included. Runs on your machine against your own account, on free API calls.
python aws devops dashboard ec2 gpu self-hosted spot-instances aws-ec2 boto3 cost-optimization finops spot-price cloud-gpu aws-pricing fastapi cloud-cost gpu-pricing
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Jul 31, 2026 - HTML
Practical guide for estimating cloud GPU rental costs, with a live gpu.fund price-board link
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May 27, 2026
Cost analysis tool for LLM inference: $/token across 13 GPU configurations and 9 API providers, with Pareto frontier, ROI payback, sensitivity analysis, budget calculator, and scaling model. RTX-2070 local beats every cloud option on cost per token.
self-hosted pytorch transformer roi pareto cost-analysis llm-inference api-pricing break-even gpu-pricing
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Jul 13, 2026 - Python
EU-CRI: a daily, methodology-transparent reference price for renting AI compute in the EU/EEA. Open source, IOSCO-aligned.
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Jul 21, 2026 - Python
Multi-cloud market intelligence on AWS / Azure / GCP - live GPU pricing tracker, 2016-2026 market history from SEC filings, SQL star schema, interactive dashboards
python aws sql azure gcp data-engineering web-scraping cloud-computing ab-testing tableau market-analysis gpu-pricing
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Jul 30, 2026 - Jupyter Notebook
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