Confident AI

Confident AI14,292Book a DemoSign UpBook a DemoBacked byY CombinatorThe AI quality platform without the engineering overheadTurn traces into datasets, datasets into evals, evals into experiments. No code required — ship better AI with every release.Request a DemoTry Now For FreeTRUSTED BY 500+ LEADING AI COMPANIESEvals ran to date[ 8,995,854,226+ ]THE ROIMove fast without breaking your AI.Most teams ship AI without knowing when it will break. We show you failures, regressions, and edge cases before your users ever see them.Read Case Study“Confident AI increased our speed to market by 200%. For us, compliance and trust aren’t optional—they’re required. Confident AI helps us deliver both.”Sean AustinChief AI Officer, HumachWHO WE SERVEWhere product, QA, and engineering align.Confident AI gives organizations an easy way for teams of different backgrounds to monitor AI apps, build datasets, and run AI evals in one simple workflow.EngineersTrace every LLM call, analyze tool calls, and track agent performance in real time.Inspect every traceAlert on degradationLatency & cost trackingProduct OwnersQuality AssuranceLLM TracingTrace UUID 6d63ad3c-8083-fa75-93dd-82e36b52996aTRACE TREE6d63ad3c-8083-fa75-93dd-82e36b52996aics_orchestratorAGENT23.52sops_analyst_agentAGENT10.41sgen_dynamics_knowledgeFUNC2.10sgen_response_w_tracingLLM8.31snet_ops_lookupTOOL2.08snet_ops_lookupTOOL1.87sops_report_formatterFUNC12.84sgen_response_w_tracingLLMMODELgpt-4.1TOKENS847 in / 1,203 outLATENCY8.31sINPUTHow can I improve my credit score from 670 to 700?OUTPUTImproving your credit score from 670 to 700 is definitely achievable with some focused efforts. Here are several strategies you can implement to help boost your score:Check Your Credit Report — Obtain a free copy from each of the three major credit bureaus at AnnualCreditReport.com.Pay Bills On Time — Payment history is the largest factor in your credit score.TOTAL LATENCY23.52sLLM CALLS1TOOL CALLS2TOTAL TOKENS2,050COST$0.038PRODUCT FEATURESWorkflows to love, not tolerate.Alert on monitored tracesInspect every trace in production, monitor quality and latency over time, and get notified immediately when regressions or incidents occur.[Explore tracing →]Dataset auto-curationTurn observability traces into evaluation datasets automatically, then auto-categorize failures and edge cases so dataset operations scale with your product.[Build datasets →]Postman for AI appsLet product owners and non-engineers call your AI app directly over HTTP and streaming endpoints, without waiting on engineering or relying on mock single-prompt tests.[Test endpoints →]Chat simulationsEvaluating multi-turn chatbots bottlenecks on manually prompting realistic conversations. Simulate thousands of conversations in 10 minutes to test behavior before release.[Simulate conversations →]AI risk assessmentsIn a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.[Run red teaming →]Git-based prompt versioningManage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.[Version prompts →]API AUTOMATIONSAutomate your LLMOps pipeline. Total control, back to you.Looking to enable Confident AI for your organization? Our APIs give you the ability to automate everything, from prompts to even building your own custom dashboards.Python▾Version PromptsBuild DatasetsIngest TracesCentralize Annotations1from deepeval.prompt import Prompt2from deepeval.prompt.api import PromptMessage3 4prompt = Prompt(alias="support-agent-v2")5 6# Push to Confident AI, synced with your GitHub repo7prompt.push(8 messages=[9 PromptMessage(10 role="system",11 content="You are an AI support agent with access to tools. "12 "Use them to look up orders, process refunds, and resolve issues. "13 "Always verify the customer's identity before making changes.",14 ),15 ]16)17 18# Pull a specific version in production19prompt.pull(version="latest")HOW IT WORKSFour steps to setup.No credit card required.Create an account1INSTALL DEEPEVAL.Whatever framework you're using, just install DeepEval.2CHOOSE METRICSWhatever framework you're using, just install DeepEval.3PLUG IT INDecorate your LLM app to apply your metrics in code.4RUN AN EVALUATIONGenerate test reports to catch regressions and debug with traces.ENTERPRISEBuilt for teams that can't afford to get it wrong.Get tailored supportHIPAA, SOCII COMPLIANTOur compliance standards meets the requirements of even the most regulated healthcare, insurance, and financial industries.[Visit Trust Center →]MULTI-DATA RESIDENCYStore and process data in the United States of America (North Carolina) or the European Union (Frankfurt).RBAC AND DATA MASKINGOur flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.99.9% UPTIME SLAWe offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.ON-PREM HOSTINGOptionally deploy Confident AI in your cloud premises, may it be AWS, Azure, or GCP, with tailored hands-on support.INTEGRATIONStay In Your Stack.We'll Meet You There.SDKs in Python, Typescript; 20+ integrations, including OpenAI, LangGraph, Opentelemetry, and tons of more LLM gateways.See all integrationspip install deepevalCOMMUNITYThe Future of Quality AI Depends on You.Join the largest and fastest growing community on AI evaluation.DISCORD2,500+ MEMBERSLAST UPDATED 12/01/25GITHUB14K+ STARSLAST UPDATED 12/01/25DOCS100K+ READS/MONTHLAST UPDATED 12/01/25FAQHave a Question?Checkout our FAQs below, or talk to a human. They won't hallucinate.Talk to HumanWhat is Confident AI?Confident AI is the AI quality platform built by the creators of DeepEval. It gives engineering, QA, and product teams a single place to evaluate, observe, and improve LLM applications — from prototyping through production.How is Confident AI different from DeepEval?DeepEval is our open-source evaluation framework for running LLM tests locally or in CI. Confident AI is the cloud platform that layers on top — adding collaboration, dataset management, tracing, real-time monitoring, and dashboards so the whole team can work together.Does Confident AI offer LLM observability?Yes. Every LLM call is captured as a trace with full context — inputs, outputs, tool calls, latency, token cost, and metadata. You can drill into any production request, set up alerts on quality degradation, and monitor trends over time without building custom logging.Can I self-host Confident AI?Yes. Confident AI offers a fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure, keeping all data within your network. Self-hosting is available on our Enterprise plan — book a demo to get started.How long does it take to get started?Most teams are up and running in under 15 minutes. Install the SDK, add a few lines of code to log traces or run evals, and results show up in the platform immediately.Can I use Confident AI in CI/CD pipelines?Yes. DeepEval integrates directly into your CI pipeline so you can run regression tests on every pull request. If quality drops below thresholds you define, the build fails — no bad prompts make it to production.Is my data secure?Confident AI is SOC 2 Type II compliant and offers both cloud and on-prem deployment. All data is encrypted in transit and at rest, and we never use your data to train models.Get started today.Request a DemoTry Now For Free We use cookies to enhance your development experience and keep your data secure. Cookie preferences Reject non-essential Accept all cookies --- Confident AI14,292Book a DemoSign UpBook a DemoPricing that scalesAdaptable pricing that evolves with your needs — from initial exploration to enterprise scale.FreeForever $0As expectedTry Now For FreeFor those just curious about Confident AI.Feature highlightsDeepEval testing reports on Confident AIEvals in development and CI/CDLLM tracingPrompt versioningCommunity and documentation supportOrganization limitsLimited to 2 user seatsLimited to 1 projectProject limitsUnlimited trace spansno limitation on number of trace spans ingested5 test runs per weekadditional test runs are locked1 GB-month of trace spansadditional trace spans are dropped1 week data retentionFor traces and spansStarterFrom $19.99Per user per monthTry Now For FreeFor individuals and small teams.Everything in Free, plus Full LLM unit and regression testing suiteModel and prompt scorecardsAnnotate evaluation datasets on the cloudCustom metrics for any use caseOnline evaluationsHuman-in-the-loop feedback leavingEmail supportOrganization limits1 user seatthen $20 per user per month1 projectthen $25 per project per monthProject limits1 GB-months of trace spansthen $1 per GB-month ingested or retained5k online eval metric runs/monththen $10 per 1k runsUnlimited data retentionadjustable to stay within GB-month limitsPremiumFrom $49.99Per user per monthTry Now For FreeFor individuals and small teams needing advanced features.Everything in Starter, plus Chat simulationsNo-code AI evaluation workflowsPre-commit evals on promptsAuto-curate datasets from tracesAuto-categorize tracesReal-time performance alertingPre-evaluation data transformersFull API AccessPriority email supportOrganization limits1 user seatthen $50 per user per month1 projectthen $50 per project per monthProject limits15 GB-months of trace spansthen $1 per GB-month ingested or retained10K online eval metric runs/monththen $10 per 1k runsUnlimited data retentionadjustable to stay within GB-month limitsBest ValueTeamCustom pricingUnlimited projectsContact UsFor teams looking for scalable usage-based pricing.Everything in Premium, plus Git-based prompt branching and approval workflowsDataset backup and version historyAdvanced AI app authentication optionsCustom roles and permissions managementHIPAASOC2SSODedicated support channelFeature prioritizationOrganization limits10 usersUnlimited projects75 GB-months of trace spansthen $1 per GB-month ingested or retained100k online eval metric runs/monththen $10 per 1k runsUnlimited data retentionadjustable to stay within GB-month limitsProject limitsNo limitationsBilling is consolidated at the organization levelAdd-OnsCustom data residency (Canada, Australia, Japan, etc.)Custom SLAsAI red teamingEnterpriseCustom pricingUnlimited advanced everythingContact UsFor high-scale, enhanced security, and compliance needs.Everything in Team, plus AI red teamingDedicated On-Prem DeploymentInfosec reviewOn-demand penetration testingDedicated 24x7 technical supportOrganization limitsUnlimited user seatsUnlimited projectsUnlimited GB-months of trace spansUnlimited online eval metric runs/monthUnlimited data retentionProject limitsNo limitationsBilling is consolidated at the organization levelPRICING CALCULATOREstimate your monthly usage cost.Confident AI offers the cheapest tracing on the market starting from $1/GB-month. This is at least 3 times cheaper than alternatives, and you can adjust retention without limits.What plan are you considering?FreeStarterPremiumTeamEnterprise1 GB-month included·Unlimited retentionHow many GB of trace spans do you expect to ingest each month?*1 GB0100 GB1 TB5 TB12 TB25 TB~49 TB* ~100K traces ≈ 1 GBHow many months do you want to retain your data?1 month1 mo6 mo12 mo18 mo24 moGrand total$20/month for 1 GB-month1 GB monthly ingested × 1 month retainedTierUsageRateSubtotalIncluded1 GB-month$0$01–2,000 GB-mo0 GB-mo× $1.00/GB-mo$0FAQHave a Question?Checkout our FAQs below, or talk to a human. They won't hallucinate.Talk to HumanCan I switch plans at any time?Yes. You can upgrade or downgrade your plan at any time. When upgrading, you'll be charged a prorated amount for the remainder of the billing cycle. Downgrades take effect at the next billing date.What happens when I exceed my plan limits?You'll receive alerts as you approach your limits. Overage charges are clearly documented in each plan tier — no surprises. You can always upgrade to a higher tier to get more headroom.Is there a free trial for paid plans?Our Free tier is available forever with generous limits. For Starter and Premium plans, you can start with the free tier and upgrade when you're ready — no credit card required to get started.How does billing work for teams?Starter and Premium plans are billed per user per month. Team and Enterprise plans offer custom pricing based on your organization's needs — contact us for a quote.What payment methods do you accept?We accept all major credit cards for self-serve plans. Team and Enterprise customers can also pay via invoice with NET-30 terms.Do you offer discounts for annual billing?Yes. Annual plans come with a discount compared to monthly billing. Contact our sales team for details on annual pricing for Team and Enterprise tiers.Get started today.Request a DemoTry Now For Free We use cookies to enhance your development experience and keep your data secure. Cookie preferences Reject non-essential Accept all cookies --- Confident AI11,908Book a DemoSign UpBook a DemoLLM Evals Your Team Will Love. Not Dread.Postman for AI evaluation. Connect via API, simulate conversations, and test entire AI workflows — not just prompts. No CSVs. No waiting on engineering.Request a DemoTry Now For FreeTRUSTED BY 500+ LEADING AI COMPANIESEvals ran to date[ 4,951,040,002+ ]PLATFORMTesting you'll actually want to run.Multi-turn conversation testingSimulate full conversations end-to-end and catch failures that only surface across multiple exchanges. Test your app the way your users actually use it.Side-by-side experimentsChange any variable — model, prompt, system logic — and compare results across every metric and pipeline step. See exactly what improved and what regressed.Alignment metrics with humansCompare metric scores against human annotations to surface false positives and negatives. Know exactly where your evals agree with your team — and where they don't.Automated evals on every changeThink GitHub actions for evals. Product managers and domain experts can tweak prompts, and evaluations will run automatically.MCP-native workflowEvaluate, iterate, and ship without leaving your favorite IDE — Cursor, Claude Code, or any MCP-compatible editor. Run evals, pull team results, and push fixes in one workflow.METRICSMetrics your org can rally behind. Powered by DeepEval.50+ research-backed eval metrics used by teams at OpenAI, Google, and Microsoft — from hallucination and faithfulness to tone, safety, and task completion.Safety0.97PassedJSON Correctness0.95PassedFaithfulness0.93PassedSummarization0.91PassedAnswer Relevancy0.88PassedRole Adherence0.86PassedRAGAS0.83PassedG-Eval0.80PassedContextual Recall0.78PassedCoherence0.74PassedTask Completion0.71PassedKnowledge Retention0.67WarningTone Consistency0.63WarningLatency0.59WarningVerbosity0.56WarningGroundedness0.53WarningCoverage0.50WarningTool Correctness0.42FailedHallucination0.31FailedBias0.19FailedToxicity0.08FailedINTEGRATIONSWorks with your stack. All of it.Evaluate with any model provider, instrument with any framework, and run evals in any CI/CD pipeline.Model ProvidersOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyOpenAIClaudeGeminiAzure OpenAIAWS BedrockVertex AIMistralLiteLLMPortkeyFrameworksLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryLangChainLlamaIndexCrewAIOpenAI AgentsVercel AI SDKLangGraphPydanticAIOpenTelemetryCI/CDGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesGitHub ActionsGitLab CIJenkinsCircleCIBuildkiteAzure PipelinesFAQHave a Question?Checkout our FAQs below, or talk to a human. They won't hallucinate.Talk to HumanDo I need to modify my existing codebase to get started?If your AI app is reachable through APIs, no. Point to any endpoint and start sending requests — just like Postman. No SDK, no code changes, no engineering dependency to start running evals.How do eval metrics work?We offer 50+ research-backed metrics mainly using LLM-as-a-judge evaluators that use a language model to assess quality, tone, safety, and more. Every metric is powered by DeepEval, the open-source evaluation framework used by teams at OpenAI, Google, and Microsoft.Can I test multi-turn conversations?Yes. Unlike most eval tools that only test single prompts, you can simulate full multi-turn conversations end-to-end and catch failures that only surface across multiple exchanges.How do experiments work?Change any variable — model, prompt, system logic — and run your golden dataset against both versions. Results are compared side by side across every metric and pipeline step so you can see exactly what improved and what regressed.Do I need to be an engineer to use this?No. Engineers can connect endpoints and configure pipelines. Product managers and domain experts can tweak prompts, run experiments, and evaluate results — no engineering bottleneck required.Can I bring my own evaluation model?Yes. We support major LLM providers like OpenAI, Anthropic, and Google. Cloud providers like Bedrock, Vertext, and Azure OpenAI, and gateways such as Portkey and LiteLLM.How do I know if my AI app is ready for testing?We offer a built in tool to help you know if your app is returning the correct content for testing. Payloads are flexiable and outputs can be parsed from any format you return.Get started today.Request a DemoTry Now For Free We use cookies to enhance your development experience and keep your data secure. Cookie preferences Reject non-essential Accept all cookies --- Confident AI4,564Book a DemoSign UpBook a DemoEval-First LLM Observability. Not Another APM.Auto-evaluate every trace. Detect prompt drift. Auto-curate datasets from production — and alert your team the moment quality drops. Not just observability. A feedback loop.Request a DemoTry Now For FreeTRUSTED BY 500+ LEADING AI COMPANIESEvals ran to date[ 1,924,439,755+ ]HOW IT WORKSYour users shouldn't be your QA team.Step 1Instrument with two lines of code.Drop in our SDK or connect through OpenTelemetry, OpenAI Agents, LangChain, Vercel AI SDK, or any major framework. Full trace capture in minutes, not days.Step 2Evaluate every trace automatically.Run eval metrics across 100% of ingested traces — no manual setup, no sampling. When prompt behavior shifts across versions or model updates, you'll see exactly what changed and when.Step 3Know the moment quality drops.Set thresholds on any eval metric and get notified the moment scores dip. Latency spikes and 500s are easy to catch. Silent quality degradation isn't — until now.Step 4Let your next eval dataset builds itself.Production traces automatically curate into eval datasets — filtered, tagged, and ready for your next regression cycle. Real traffic in, better evals out.Online EvaluationsMetrics auto-evaluated on every ingested trace. Collection Library ScoresSingle-TurnMulti-Turn New Collection DeleteThresholdInclude ReasonStrict ModeSample RateEnd Agent ExecutionTask Completion0.51Step Efficiency0.51SaveResetGenerator MetricsNew CollectionReference-BasedConfigure Trace AlertsThis alert will ring when the number of trace count per hour falls below 30 Edit Try Alert Pause1Configure Alert Event Data Model Trace AggregationTrace Count 2Customize Advanced Filters> Faithfulness1SPassing Add Delete3Set Alert Conditions ThresholdAbove12 FrequencyDaily PreviewSee how the alert graph will look based on your selected alert settings.CustomTodayYesterday7D30D3M12MTrace Count53.9040.4326.9513.4800.00Feb 3Feb 9Feb 15Feb 21Feb 27Dataset Auto-CurationProduction traces flow into evaluation datasets — filtered, tagged, and ready.Filterquality > 0.8Tagauto-classifyDatasetgolden_v3InputOutputTagsHow can I improve my credit score?Focus on payment history and utilization…creditadvisoryWhat are the risks of variable-rate mortgages?Variable rates expose borrowers to market…mortgageriskExplain dollar-cost averaging.DCA reduces impact of volatility by invest…investingRows Curated1,247Unique Tags18Last Sync2m agoPLATFORMLLM tracing that closes the loop.Agent graph viewVisualize every tool call, handoff, and decision branch in your agent workflows. Debug complex chains without reading logs line by line.Trace annotationsLeave feedback directly on any trace or span. Flag hallucinations, tag edge cases, and build institutional knowledge right where the data lives.Model endpoint, cost, & latency trackingTrack spend and response times across models, prompts, and endpoints. Know exactly where your budget is going and what's slowing things down.Live alertingGet notified the moment eval scores drop, latency spikes, or error rates climb. Slack, PagerDuty, email — wherever your team already lives.User-level analyticsSee which users are getting the worst experiences. Break down quality, latency, and errors by user so you fix what matters most first.BUILT TO SCALE$1/GB tracing. No retention surprises.Other platforms advertise big storage tiers, then silently expire your traces in 14-30 days. We're $1/GB — one of the lowest in the market — and you choose how long your data lives.Calculate your costFAQHave a Question?Checkout our FAQs below, or talk to a human. They won't hallucinate.Talk to HumanWhat can I monitor in production?Track latency, cost, token usage, error rates, and response quality in real time. Set up alerts for anomalies — like latency spikes or sudden drops in quality scores — so you catch issues before your users do.Can I trace complex agent workflows?Yes — no matter how deep the nesting goes. Every step in your agent's chain — LLM calls, tool invocations, retrieval steps, handoffs, function calls — is captured in a nested trace. Drill into any step to see inputs, outputs, and timing, whether it's a simple chain or a multi-agent orchestration with dozens of hops.I use [insert your framework here] — can I use tracing?Almost certainly. We integrate with LangChain, CrewAI, OpenAI Agents SDK, LlamaIndex, and more — plus native SDKs for Python and TypeScript and full OpenTelemetry support. Regardless of your stack, setup is a few lines of code and you get the exact same tracing functionality across every integration.I have millions of traces per month. How does pricing scale?Tracing is billed at $1 per extra GB ingested or retained — one of the lowest rates on the market. Most teams start on our free tier and scale without surprises.What alerting systems do you support?Email, Slack, Discord, and Microsoft Teams today. Webhook support is coming early Q2 so you can pipe alerts into any system you use.I don't want to be vendor-locked. How easy is it to export my traces?Your data is yours. We provide full APIs to export any trace at any time — no hoops, no restrictions. Between that and our OpenTelemetry support, you're never locked in.Can I connect observability data to my evaluations?Yes. Run eval metrics directly on production traces to continuously score your app's real-world performance. Use that data to build golden datasets from actual user conversations and feed them back into your testing pipeline.Get started today.Request a DemoTry Now For Free We use cookies to enhance your development experience and keep your data secure. Cookie preferences Reject non-essential Accept all cookies