DeepEval vs Confident AI

DeepEval9.4Visit Confident AI8.8Visit

Higher score DeepEval #1 in LLM Evaluation Tools 9.4/10 Free plan Free plan✓ 6 of 6 features Visit DeepEval

vs

Confident AI #6 in LLM Evaluation Tools 8.8/10 Free plan Free plan✓ 6 of 6 features Visit Confident AI

• DeepEval fits best

  Teams wanting broad open-source LLM evaluation

• Confident AI fits best

  Teams needing testing, monitoring, and safety review

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Side by side

Feature	DeepEval 9.4/10 Visit ↗	Confident AI 8.8/10 Visit ↗
At a glance
Editor score	9.4	8.8
Ranking	#1 in LLM Evaluation Tools	#6 in LLM Evaluation Tools
Best for	Teams wanting broad open-source LLM evaluation	Teams needing testing, monitoring, and safety review
Pricing model	Free	Free plan + paid
Starting price	Free	$200/mo
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Windows, macOS, Linux	Web
Support	Community, Docs · 24/7	Community, Docs · 24/7
Compliance	SOC 2, GDPR, HIPAA, SSO/SAML	SOC 2, GDPR, HIPAA
Integrations	8 integrations	21+ integrations
Built for	Solo, Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features DeepEval 6/6 · Confident AI 6/6
Custom metrics	✓	✓
LLM-as-a-judge	✓	✓
Safety evaluations	✓	✓
Human review workflows	✓	✓
Prompt versioning	✓	✓
CI/CD integration	✓	✓
Specs
Deployment options	Both	Both
Our review
Pros	50+ ready-to-use metrics plus custom evaluation criteria Supports safety, tracing, synthetic data, prompts, and CI/CD Integrates with OpenAI, LangChain, CrewAI, LlamaIndex, and more	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
Cons	Advanced collaboration features require the optional cloud platform No-code workflows and live-traffic evaluations start with Starter Enterprise controls such as HIPAA and on-premises deployment are tiered	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	DeepEval is an open-source framework for evaluating LLM applications locally in Python and TypeScript. It covers end-to-end, trajectory-based, and component-level evaluations for agents, RAG pipelines, chatbots, MCP systems, and other… Read the review →	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,… Read the review →

Strengths and trade-offs

• DeepEval — where it wins

  • 50+ ready-to-use metrics plus custom evaluation criteria
  • Supports safety, tracing, synthetic data, prompts, and CI/CD
  • Integrates with OpenAI, LangChain, CrewAI, LlamaIndex, and more

  Where it doesn't

  • Advanced collaboration features require the optional cloud platform
  • No-code workflows and live-traffic evaluations start with Starter
  • Enterprise controls such as HIPAA and on-premises deployment are tiered

• Confident AI — 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

• DeepEval9.4/10 · Free plan

  A broad open-source toolkit for evaluating LLM apps, agents, RAG pipelines, and chatbots.

  Visit DeepEvalFull verdict →
• Confident AI8.8/10 · Free plan

  A broad evaluation and monitoring platform with a free entry point and costly paid tiers.

  Visit Confident AIFull verdict →