Confident AI
Confident AI: A broad evaluation and monitoring platform with a free entry point and costly paid tiers. Ranked #6 of 29 in LLM Evaluation Tools by our editors (8.8/10); pricing: Free plan; best for teams needing testing, monitoring, and safety review.
At a glance
- Editor score8.8 / 10
- PricingFree plan
- Best forTeams needing testing, monitoring, and safety review
- Free planYes
- Paid from$200/mo
- Deployment optionsBoth
- Facts checked20 Sep 2026
Where it wins
- Combines regression testing, tracing, monitoring, and CI/CD evaluation gates
- Supports custom metrics, LLM-as-a-judge scoring, and human review workflows
- Offers agent integrations plus self-hosted and on-premises deployment options
Where it doesn't
- Paid plans start at $200 per month
- Team pricing rises to $2,000 per month
- Its broad feature set may exceed teams needing only basic evaluations
Our verdict on Confident AI
Confident AI is a platform for evaluating, monitoring, and improving large-language-model applications. It is designed for engineering, product, QA, security, and compliance teams that need testing across development and production, including regression checks, prompt comparison, tracing, human review, red teaming, and governance controls. The platform supports web, API, and self-hosted use, making it relevant to teams building AI applications with different deployment requirements.
The published plans provide a free starting point with LLM unit and regression testing, development and CI/CD evaluations, tracing, prompt versioning, cloud datasets, and community and documentation support. Starter costs $200 per month and adds no-code evaluation workflows, custom metrics, online evaluations and classifications, annotation queues, chat simulations, and real-time alerting. Team costs $2,000 per month and adds metric and dataset versioning, Git-based prompt workflows, custom RBAC, SOC2, SSO, and a dedicated support channel. Enterprise adds advanced AI authentication options, organization management API access, dedicated on-premises deployment, custom data residency, HIPAA, and dedicated 24x7 technical support.
Confident AI stands out for covering the evaluation lifecycle rather than focusing on a single testing method. Its feature set spans research-backed metrics, LLM-as-a-judge scoring, production monitoring, safety risk assessments, annotation workflows, and CI/CD quality gates. Integrations include OpenTelemetry, OpenAI, LangChain, Pydantic AI, LangGraph, LlamaIndex, CrewAI, Claude Agent SDK, Vercel AI SDK, AWS Bedrock AgentCore, and Microsoft Foundry. Teams that need coordinated testing, monitoring, safety review, and platform integrations should consider it. Teams seeking only lightweight evaluation or a narrowly focused testing tool may prefer a simpler option.
Your product? Our editors can test Confident AI in depth and publish a review, labelled as paid · from $149/mo →
Confident AI pricing
All 4 Confident AI plans and prices →
Confident AI fact sheet
| Free plan | Yes |
|---|---|
| Paid from | $200/mo |
| Deployment options | Both |
| Custom metrics | Yes |
| LLM-as-a-judge | Yes |
| Safety evaluations | Yes |
| Human review workflows | Yes |
| Prompt versioning | Yes |
| CI/CD integration | Yes |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, GDPR, HIPAA |
| Support | Community, Docs · 24/7 |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 21+ integrations: OpenTelemetry, OpenAI, LangChain, Pydantic AI, LangGraph, Deep Agents … See all → |
| Pricing | Free plan (source) |
| Website | confident-ai.com |
| Facts checked | 20 Sep 2026 |
Confident AI integrations
Confident AI lists 21+ integrations on its own site — the 20 named here are the ones its pages call out.
- OpenTelemetry
- OpenAI
- LangChain
- Pydantic AI
- LangGraph
- Deep Agents
- OpenAI Agents
- LlamaIndex
- CrewAI
- smolagents
- Agno
- Claude Agent SDK
- Vercel AI SDK
- AWS Bedrock AgentCore
- Microsoft Foundry
- Google Gemini Enterprise
- LiteLLM
- OpenRouter
- Portkey
- Bifrost
See all Confident AI integrations →
Alternatives to Confident AI
- DeepEvalA broad open-source toolkit for evaluating LLM apps, agents, RAG pipelines, and chatbots.9.4
- PromptfooA broad evaluation toolkit for teams that need testing, security scans, and CI/CD gates.9.3
- GalileoA mature evaluation platform spanning offline testing, production tracing, and runtime controls.9.1
See all Confident AI alternatives →
Confident AI vs the competition
- Confident AI vs DeepEval
- Confident AI vs Promptfoo
- Confident AI vs Galileo
- Confident AI vs Maxim AI
- Confident AI vs Braintrust
- Confident AI vs Parea AI
Compare Confident AI with any tool side by side →
Also Ranked In
Confident AI is ranked in 5 of our directories.
Used Confident AI? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Confident AI for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
Confident AI is listed in our LLM Evaluation Tools directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/confident-ai/"><img src="https://www.itechguides.com/best/badge/confident-ai.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update