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LLM operations250 tools

Ranked by who uses them among those still maintained. Each was re-read within the week.

Best LLMOps tools in 2026

How they are ranked: by real use (estimated monthly visits; installs and stars where visits are not read), among tools still maintained. Price and free plan come from each tool's own pricing page, activity from its releases and site. Nothing here is paid for.

Updated Nov 1, 2026

#ToolWhat it doesPriceFree planActivityUse
1OpenAIDevelops GPT language models plus image and video models, offered through the ChatGPT app and a paid developer API.≈ 40.8M visits/mo
2NVIDIADesigns GPUs, data-center accelerators and networking hardware, plus CUDA and software stacks for training and running AI models, graphics and gaming.From ≈ $399 onceActive≈ 12.6M visits/mo
3OpenRouterRoutes API requests to 500 language models across 80 providers through a unified interface.Free planYesActive≈ 224k visits/mo
4OllamaRuns open-source language models locally or in cloud, with API access for coding agents.From $20/moActive≈ 193k visits/mo
5AI21Routes requests between open-source and frontier models to reduce token costs while maintaining quality.From $0.20 per useActive≈ 103k visits/mo
6LangChainProvides the open-source LangChain and LangGraph frameworks for building LLM applications and agents, plus LangSmith for tracing, evaluating and deploying them.From $39/user/moYesActive≈ 92.2k visits/mo
7Arena AIRanks large language models on a public leaderboard built from crowdsourced blind side-by-side comparisons of their answers.Active≈ 78.3k visits/mo
8MistralProvides frontier language models, agents, and infrastructure for building custom AI systems.From $14.99/moYesActive≈ 63.6k visits/mo
9Thinking Machines LabProvides Tinker, an API for fine-tuning open-weight language models with LoRA while the lab runs the distributed training infrastructure.From $0.33 per useActive≈ 59.5k visits/mo
10ModalRuns inference, training, and batch processing workloads on GPUs with instant autoscaling and sub-second cold starts.From $250/moActive≈ 52.1k visits/mo

All 250 tools, with filters ↓

Describe what you need

beta

A sentence or two about the job. We read it into the catalogue's own words, then ask about every tool that fits them.

Ranked by use

Price

Figure and bar: visits/mo, estimate · year: online since

250Every tool here, by name

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk