What is Confident AI?
Live traces turned into test cases for LLM apps.
Who is Confident AI best for?
Confident AI is best for teams shipping LLM apps who want to trace production calls and run evals before release.
LLM apps already in production
It traces every LLM call, tool call and agent step, and alerts when quality or latency drops.
Catching regressions before release
Unit and regression tests run in development and in CI/CD, and test runs are compared to flag breaking changes.
Product and QA staff who do not code
No-code eval workflows and annotation queues let people outside engineering run evals and review outputs.
Regulated industries
Red teaming modules test agents against attacks such as prompt injection, and Enterprise adds HIPAA, on-premises hosting and data residency.
How much does Confident AI cost?
Confident AI has a free-forever plan for 2 users and 1 project, and its paid plans cost $200 a month (Starter) or $2,000 a month (Team) per organization, with Enterprise priced on request.
- 2 user seats and 1 project
- 5 test runs a week
- 1 GB-month of trace spans
- Unlimited seats, 5 projects
- 5 GB-months of trace spans, then $1 per GB-month
- Online evals on live traffic, chat simulations, alerts
- Unlimited seats and projects
- 75 GB-months of trace spans, then $1 per GB-month
- SSO, custom roles and a dedicated support channel
Enterprise is priced on request and adds on-premises deployment, custom data residency, HIPAA and 24x7 support; red teaming and AI governance are extra modules on top of Enterprise. On Starter and Team, model usage for evals costs about $0.05 per million input tokens and $0.40 per million output tokens, depending on the model. About 100,000 traces make roughly 1 GB. Paying yearly brings a discount, quoted by sales. Full pricing on confident-ai.com. We checked these prices on .
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What are the best Confident AI alternatives?
Two tools on Recaply do Confident AI's job. Both are open source, so you can run them on your own server.
Questions about Confident AI
What is Confident AI?
Live traces turned into test cases for LLM apps.
Who is Confident AI for?
Confident AI is best for teams shipping LLM apps who want to trace production calls and run evals before release.
Is Confident AI free?
Yes. Confident AI's Free plan has no end date and needs no card: 2 user seats, 1 project, 5 test runs a week and 1 GB-month of trace spans. Extra test runs are locked and extra spans are dropped until you move to Starter at $200 a month.
How much does Confident AI cost?
Confident AI's paid plans are Starter at $200 per organization per month and Team at $2,000 per organization per month.
Is there an open source alternative to Confident AI?
Yes. Laminar and Langfuse are open source tools that do the same job, so you can run your own.
What are the best Confident AI alternatives?
The closest alternatives on Recaply are Laminar and Langfuse.
Where can I try Confident AI?
On its official website, confident-ai.com.
How is Confident AI related to DeepEval?
DeepEval is Confident AI's open-source framework for LLM evaluation, which you run in your own code. Confident AI is the company's hosted platform: it uses DeepEval's 30-plus single-turn and 15-plus multi-turn metrics and adds tracing, cloud datasets, annotation and team features.
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