
By openlit
COST AND USAGE TRACKINGEVALUATION AND BENCHMARKINGPROMPT MANAGEMENTTRACING AND MONITORING
openlit — Open-source observability & evaluation platform for AI agents and coding agents. Trace LLMs, tools, prompts, costs & agent workflows with OpenTelemetry. Listed under Cost and usage tracking in the Observability / Evals layer. 8 of 15 comparison attributes are recorded, each with the page it was read from.
OpenLIT is the open-source agent harness engineering platform: agent observability, evals, guardrails and prompt management on OpenTelemetry. Self-host free.
4 OF 4 SIGNALS HELD
What it runs on, and what runs on it
0 cited edgesComputed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.
No edges on record for openlit.
Nothing in the directory documents depending on it, and its own docs do not name what it runs on. An edge is only stored when a source states it.
Submit a documented integration →From openlit? No claim is needed for this: a link to your docs that names what openlit runs on is enough.
Open-source signals
A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE
Price
We hold no price for this product.
This is open-source software: you can run it yourself and the licence costs nothing. If the project also sells a hosted service, we do not yet hold the page it prices it on. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.
How we read prices →What its categories ask
8 answered · 7 unanswered15 questions declared by Cost and usage tracking and Evaluation and benchmarking and Prompt management and Tracing and monitoring. Most rows across the directory read like these.
“60+ AI integrations with automatic instrumentation and performance tracking”2026-10-06
“LLM-as-a-Judge is a technique to evaluate the quality of LLM applications by using powerful language models as evaluators.”2026-10-06
“OpenLIT is fully open source and self-hostable via Docker Compose or Helm, so your telemetry and prompts never have to leave your infrastructure.”2026-09-22
“OpenLIT brings OpenTelemetry-native instrumentation so you can analyze how your agents perform in production with full stack visibility:”2026-09-22
A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE
Practitioner reviews
Nobody has written one yet.
A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.
NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER
Also in this category
69 products in Cost and usage tracking. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.
Frequently asked
Is openlit open source?
Does openlit offer llm-as-judge?
Does openlit offer open source?
What does a blank mean on the openlit page?
Where do the openlit figures come from?
Can openlit change what this page says?
Something here is wrong — how do I fix it?
Is this listing run by openlit?
Cite this page
A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.
infratoapp, “openlit — Cost and usage tracking”, read 22 September 2026. Cost attribution: p95 latency, avg cost as published at openlit.io. https://www.infratoapp.com/products/openlit
What openlit can and cannot change here
Claiming openlit lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.