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Layers / Observability / Evals / Cost and usage tracking / openlit

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

WebsiteDocsopenlit/openlit

What it runs on, and what runs on it

0 cited edges
The differentiator

Computed 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

LICENCE
Apache-2.0
DOWNLOADS 30D
not measured
LAST COMMIT
2026-09-11

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 unanswered

15 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.

ATTRIBUTEANSWEREVIDENCE · SOURCE
Cost attributionp95 latency, avg cost
“p95 latency 842ms avg cost $0.057”
2026-09-22
Deploymentself-hosted only2026-09-23
Framework integrations60 frameworks
“60+ AI integrations with automatic instrumentation and performance tracking”
2026-10-06
LicenceApache 2.0
“free to self-host under Apache 2.0”
2026-09-22
LLM-as-judgeYes
“LLM-as-a-Judge is a technique to evaluate the quality of LLM applications by using powerful language models as evaluators.”
2026-10-06
Open sourceYes
“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
OpenTelemetryYes
“OpenLIT brings OpenTelemetry-native instrumentation so you can analyze how your agents perform in production with full stack visibility:”
2026-09-22
Prompt versioningYes2026-09-23
Alertingno answer on record
Budget limitsno answer on record
Data residencyno answer on record
Dataset managementno answer on record
Git-backedno answer on record
Human in the loopno answer on record
Web UIno answer on record

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.

USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY

Frequently asked

Is openlit open source?
Yes — it is listed as open source, and its repository is the source for the activity figures on this page rather than anything the project says about itself.
Does openlit offer llm-as-judge?
Yes. Read from their own page: “LLM-as-a-Judge is a technique to evaluate the quality of LLM applications by using powerful language models as evaluators.”.
Does openlit offer open source?
Yes. Read from their own page: “OpenLIT is fully open source and self-hostable via Docker Compose or Helm, so your telemetry and prompts never have to leave your infrastructure.”.
What does a blank mean on the openlit page?
That nobody has told us, not that the answer is no. A hollow ring is "no answer on record", which is a different state from a recorded no — and the two look different on purpose. A blank is an absence of evidence, and this page shows how many of its questions are in that state rather than quietly leaving them out.
Where do the openlit figures come from?
Each one is read from a public page — usually the vendor's own documentation or pricing page — and carries a link to it with the date it was read. Nothing here is estimated, averaged across sources, or inferred from a similar product. If a figure cannot be traced to a page, it is not published.
Can openlit change what this page says?
They can claim the listing and supply or correct values, which are then labelled as theirs. They cannot remove the page, hide a comparison they are losing, or change a figure somebody else recorded with a source. Nothing on the page is for sale. How the site is paid for is set out under money and independence at /our-data#sec5.
Something here is wrong — how do I fix it?
Dispute the value. Every figure links to the page it was read from, so a dispute names the value and gives a source that contradicts it. That is the only lever anyone has over this page, and it is the same lever for the vendor, a competitor and a reader.
Is this listing run by openlit?
No. It is built from public sources, and no value on it came from the company. Anyone with an address at docs.openlit.io can claim it for free. A claim lets the company write the tagline, description and logo, and answer blank questions or add dependencies, each marked as theirs with a source. Prices, licence and OSS figures stay as the directory read them, category changes only through our review, and each can be disputed with a source.

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.

Claim openlitFree · email at docs.openlit.io