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Head-to-head · AI Agent Evaluation Tools

DeepEval vs Noveum

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score DeepEval #1 in AI Agent Evaluation Tools 9.4/10 Free plan Free plan✓ 4 of 4 features Visit DeepEval
Noveum #7 in AI Agent Evaluation Tools 8.6/10 Free plan · 7-day trial Free planFree trial✓ 4 of 4 features Visit Noveum

DeepEval leads on 0 checks, Noveum on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreDeepEval · 9.4/10
  • Free planboth
  • Free trialonly Noveum

DeepEval scores higher on our rubric for ai agent evaluation tools: 9.4 against 8.6 out of 10; our editors rank them #1 and #7.

On evaluation methods, Noveum gives you Hybrid where DeepEval offers Model.

DeepEval is the better fit for teams wanting a free, developer-focused evaluator. Noveum is the better fit for teams needing continuous production quality monitoring.

  • DeepEval fits best

    Teams wanting a free, developer-focused evaluator

  • Noveum fits best

    Teams needing continuous production quality monitoring

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Side by side

Feature DeepEval 9.4/10 Visit ↗ Noveum 8.6/10 Visit ↗
At a glance
Editor score 9.4 8.6
Ranking #1 in AI Agent Evaluation Tools #7 in AI Agent Evaluation Tools
Best for Teams wanting a free, developer-focused evaluator Teams needing continuous production quality monitoring
Pricing model Free Free plan + paid
Starting price Free plan $69/mo
Free plan ✓ ✓
Free trial — 7 days
Deployment Self-hosted Cloud, Self-hosted
Support Community, Docs Email, Community, Docs
Integrations 20 integrations 8 integrations
Built for Solo, Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features DeepEval 4/4 · Noveum 4/4
Tool-call checks ✓ ✓
Trace ingestion ✓ ✓
Safety evaluations ✓ ✓
Regression runs ✓ ✓
Specs
Evaluation methods Model Hybrid
SDK language support Both Both
Dataset limit Not checked yet Not checked yet
Our review
Pros
  • Deep agent testing covers trajectories, components, and tool-call correctness.
  • Open-source and free, with Python and TypeScript SDKs.
  • Supports safety metrics, synthetic datasets, tracing, and regression runs.
  • Combines trace ingestion, datasets, hybrid scoring, and regression reruns
  • Checks tool selection, parameters, results, safety, toxicity, bias, and PII
  • Supports cloud, VPC, BYO ClickHouse, Kubernetes, and on-premise deployments
Cons
  • The core product is self-hosted rather than a managed service.
  • Shared reports and monitoring require the separate Confident AI platform.
  • Its developer-focused workflow may not suit teams seeking a nontechnical evaluator.
  • Paid plans start at $69 per month
  • The Free plan includes 30-day retention and 2,500 monthly credits
  • Enterprise pricing uses custom terms rather than a listed monthly amount
Our verdict

DeepEval is an open-source framework for evaluating AI applications, agents, RAG pipelines, chatbots, and MCP systems. It is designed for development teams that want pytest-style unit testing alongside LLM-as-a-judge, code-based, DAG,…

Read the review →

Noveum is an AI agent evaluation and reliability platform for production chat, voice, and workflow agents. It captures traces from LLM, retrieval, tool, and agent operations, then turns traces, synthetic runs, or direct items into…

Read the review →
  1. DeepEvalAI Agent Evaluation Tools 9.4Free plan
  2. NoveumAI Agent Evaluation Tools 8.6Free plan · 7-day trial

Strengths and trade-offs

  • DeepEval — where it wins

    • Deep agent testing covers trajectories, components, and tool-call correctness.
    • Open-source and free, with Python and TypeScript SDKs.
    • Supports safety metrics, synthetic datasets, tracing, and regression runs.

    Where it doesn't

    • The core product is self-hosted rather than a managed service.
    • Shared reports and monitoring require the separate Confident AI platform.
    • Its developer-focused workflow may not suit teams seeking a nontechnical evaluator.

  • Noveum — where it wins

    • Combines trace ingestion, datasets, hybrid scoring, and regression reruns
    • Checks tool selection, parameters, results, safety, toxicity, bias, and PII
    • Supports cloud, VPC, BYO ClickHouse, Kubernetes, and on-premise deployments

    Where it doesn't

    • Paid plans start at $69 per month
    • The Free plan includes 30-day retention and 2,500 monthly credits
    • Enterprise pricing uses custom terms rather than a listed monthly amount
  • DeepEval9.4/10 · Free plan

    A developer-focused evaluator for testing agents, tools, safety, and regressions.

    Visit DeepEvalFull verdict →
  • Noveum8.6/10 · Free plan · 7-day trial

    A broad production evaluation stack for teams monitoring agent quality continuously.

    Visit NoveumFull verdict →

More comparisons

All AI agent evaluation tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update