Noveum vs Promptfoo

Noveum8.6Visit Promptfoo8.5Visit

Higher score Noveum #7 in AI Agent Evaluation Tools 8.6/10 Free plan · 7-day trial Free planFree trial✓ 4 of 4 features Visit Noveum

vs

Promptfoo #8 in AI Agent Evaluation Tools 8.5/10 Free plan Free plan✓ 0 of 4 features Visit Promptfoo

• Noveum fits best

  Teams needing continuous production quality monitoring

• Promptfoo fits best

  Teams needing evaluation plus automated red teaming

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Side by side

Feature	Noveum 8.6/10 Visit ↗	Promptfoo 8.5/10 Visit ↗
At a glance
Editor score	8.6	8.5
Ranking	#7 in AI Agent Evaluation Tools	#8 in AI Agent Evaluation Tools
Best for	Teams needing continuous production quality monitoring	Teams needing evaluation plus automated red teaming
Pricing model	Free plan + paid	Free plan + paid
Starting price	$69/mo	—
Free plan	✓	✓
Free trial	7 days	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web, Linux	Web
Support	Email, Community, Docs	Community, Docs
Compliance	GDPR, SSO/SAML	SOC 2, ISO 27001
Integrations	8 integrations	12 integrations
Built for	Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features Noveum 4/4 · Promptfoo 0/4
Tool-call checks	✓ (best)	Not checked yet
Trace ingestion	✓ (best)	Not checked yet
Safety evaluations	✓ (best)	Not checked yet
Regression runs	✓ (best)	Not checked yet
Specs
Evaluation methods	Hybrid	Not checked yet
SDK language support	Both	Not checked yet
Dataset limit	Not checked yet	Not checked yet
Our review
Pros	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	Covers prompt, model, RAG, safety, and vulnerability evaluations Supports custom metrics, human review, and LLM-as-a-judge grading Runs locally, in CI/CD, through APIs, or in managed cloud deployments
Cons	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	Enterprise and On-Premise pricing is custom Advanced collaboration and monitoring require paid tiers Its broad evaluation scope may exceed simple testing needs
Our verdict	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 →	Promptfoo is an open-source CLI and library for evaluating, testing, and red-teaming large-language-model applications. It is designed for developers and teams building AI applications who need to benchmark prompts, models, and RAG… Read the review →

Strengths and trade-offs

• 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

• Promptfoo — where it wins

  • Covers prompt, model, RAG, safety, and vulnerability evaluations
  • Supports custom metrics, human review, and LLM-as-a-judge grading
  • Runs locally, in CI/CD, through APIs, or in managed cloud deployments

  Where it doesn't

  • Enterprise and On-Premise pricing is custom
  • Advanced collaboration and monitoring require paid tiers
  • Its broad evaluation scope may exceed simple testing needs

• Noveum8.6/10 · Free plan · 7-day trial

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

  Visit NoveumFull verdict →
• Promptfoo8.5/10 · Free plan

  A flexible evaluator for teams that need testing, red teaming, and CI/CD controls.

  Visit PromptfooFull verdict →