PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
Tools/Promptfoo/vs Evidently AI
Promptfoo

Promptfoo

observability
vs
Evidently AI

Evidently AI

observability

Promptfoo vs Evidently AI — Comparison

15 integrations10 featuresMerger / Acquisition
Pain: 2/10015 integrations8 featuresSeed
The Bottom Line

Promptfoo, with 18,874 GitHub stars, offers a comprehensive security and evaluation solution for LLM apps, excelling in CI/CD integrations and on-premise deployment. Evidently AI, with 7,420 GitHub stars, specializes in offline monitoring and testing of AI applications, known for its real-time performance monitoring and user-friendly dashboards.

Best for

Promptfoo is the better choice when your team needs robust security features, such as prompt injections and PII leak detection, integrated into CI/CD pipelines.

Best for

Evidently AI is the better choice when your team needs a cost-effective, offline solution for monitoring and ensuring the reliability of AI models in production.

Key Differences

  • 1.Promptfoo is designed for security and vulnerability detection in AI applications, while Evidently AI focuses on performance monitoring and data drift detection.
  • 2.Promptfoo integrates with a wide range of platforms including GitHub and GitLab, supporting workflows with CI/CD pipelines, whereas Evidently AI provides integrations with cloud storage services and visualization tools like Tableau.
  • 3.With a higher funding level from an acquisition by OpenAI amounting to $23.4M, Promptfoo is positioned for rapid development, while Evidently AI operates with seed funding of $0.1M.
  • 4.Promptfoo offers a freemium pricing model, making it accessible for initial use, while Evidently AI offers a subscription model starting at $80/month, adding a layer of predictability for ongoing costs.
  • 5.Promptfoo supports on-premise deployments, ideal for organizations with strict security requirements, whereas Evidently AI allows for local/offline use, enhancing privacy and control.

Verdict

Promptfoo is recommended for organizations that prioritize security and need a tool fully integrated into their development pipelines, especially those with CI/CD requirements. Evidently AI suits businesses that need an easy-to-use monitoring tool that can operate offline and handle various model types. Choose based on your need for security versus usability and deployment style.

Overview
What each tool does and who it's for

Promptfoo

The AI Security Platform that catches vulnerabilities in development. Trusted by 156 of the Fortune 500 and 300,000+ developers worldwide.

Promptfoo is lauded for its integration capabilities, combining LLM performance evaluation and security red teaming in one CLI tool. There are limited direct reviews, but its feature set as an open-source tool available on platforms like GitHub appears to generate positive social interest. It's praised for its utility in enhancing the performance and security of AI applications, with the implication of being valued by the developer community. Pricing sentiment isn't clear from available data, but its open-source nature suggests affordability and accessibility, enhancing its overall positive reputation.

Evidently AI

Ensure your AI is production-ready. Test LLMs and monitor performance across AI applications, RAG systems, and multi-agent workflows. Built on open-so

"Evidently AI" is highlighted in social mentions as a locally run, free AI tool designed to streamline repetitive tasks such as re-explaining project details, which users find useful. Its main strength is its ability to operate completely offline, enhancing privacy and control for users. Key complaints or detailed criticisms are not prominent in the mentions provided, suggesting either limited exposure or generally positive reception. Overall, the sentiment appears favorable, especially among users looking for a free and local AI assistant solution. Pricing sentiment is positive due to its free usage model.

Key Metrics
—
Mentions (30d)
35
18,874
GitHub Stars
7,420
1,622
GitHub Forks
829
Mention Velocity
How discussion volume is trending week-over-week

Promptfoo

+100% vs last week

Evidently AI

-88% vs last week
Where People Discuss
Mention distribution across platforms

Promptfoo

YouTube
63%
Reddit
13%
Dev.to
13%
Twitter/X
13%

Evidently AI

Reddit
95%
YouTube
5%
Community Sentiment
How developers feel about each tool based on mentions and reviews

Promptfoo

13% positive88% neutral-1% negative

Evidently AI

11% positive85% neutral4% negative
Pricing

Promptfoo

subscription + freemium + tieredFree tier

Evidently AI

subscription + tiered

Pricing found: $80 /month, $10, $1

Use Cases
When to use each tool

Promptfoo (6)

Integrate AnywhereCI/CD pipelinesGitHub, GitLab, Jenkins, and moreMCP and Agent frameworksOn-premise or cloudTest Everything

Evidently AI (6)

Monitoring the performance of machine learning models in productionDetecting data drift to ensure model reliabilityAutomating regression tests for model updatesVisualizing model performance metrics over timeIntegrating observability into DevOps workflowsEnsuring compliance with AI safety regulations
Features

Only in Promptfoo (10)

Direct and indirect prompt injectionsJailbreaks tailored to your guardrailsData and PII leaksBusiness rule violationsInsecure tool use in agentsToxic content generationCI/CD pipelinesGitHub, GitLab, Jenkins, and moreMCP and Agent frameworksOn-premise or cloud

Only in Evidently AI (8)

Real-time model performance monitoringData drift detection and alertsAutomated testing of model updatesCustomizable dashboards for visual insightsIntegration with CI/CD pipelinesSupport for multiple model typesVersion control for model performanceUser-friendly interface for non-technical users
Integrations

Shared (1)

Kubernetes

Only in Promptfoo (14)

GitHubGitLabJenkinsCircleCITravis CIAzure DevOpsBitbucketSlackDiscordWebhook integrationsZapierAWSGCPAzure

Only in Evidently AI (14)

AWS S3Google Cloud StorageAzure Blob StorageJupyter NotebooksSlack for notificationsGitHub for version controlTableau for data visualizationPrometheus for monitoringGrafana for dashboardingApache Kafka for data streamingTensorFlow for model trainingPyTorch for model trainingMLflow for model managementAirflow for workflow orchestration
Developer Ecosystem
20
GitHub Repos
10
312
GitHub Followers
319
20
npm Packages
—
1
HuggingFace Models
2
Pain Points
Top complaints from reviews and social mentions

Promptfoo

No complaints found

Evidently AI

cost tracking (1)API bill (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

Promptfoo

No data

Evidently AI

cost tracking (1)API bill (1)
Latest Videos
Recent uploads from official YouTube channels

Promptfoo

No YouTube channel

Evidently AI

Open-source LLM tracing, evals and prompt optimization with Evidently

Open-source LLM tracing, evals and prompt optimization with Evidently

Nov 27, 2025

8. Tutorial: Adversarial testing for LLM applications

8. Tutorial: Adversarial testing for LLM applications

May 25, 2025

7. Tutorial: Building and evaluating an AI agent

7. Tutorial: Building and evaluating an AI agent

May 22, 2025

6.2. Tutorial: Building and evaluating a RAG system

6.2. Tutorial: Building and evaluating a RAG system

May 21, 2025

Product Screenshots

Promptfoo

Promptfoo screenshot 1Promptfoo screenshot 2Promptfoo screenshot 3

Evidently AI

Evidently AI screenshot 1Evidently AI screenshot 2Evidently AI screenshot 3Evidently AI screenshot 4
What People Talk About
Most discussed topics from community mentions

Promptfoo

model selection4
pricing1
api1
security1
scalability1
support1
open source1
accuracy1

Evidently AI

model selection19
open source15
api15
support14
streaming13
accuracy12
deployment11
agents11
Top Community Mentions
Highest-engagement mentions from the community

Promptfoo

Ignore previous instructions

Ignore previous instructions

Twitter/Xby @promptfooneutral source

Evidently AI

Evidently AI AI

Evidently AI AI

YouTubeneutral source
Company Intel
information technology & services
Industry
information technology & services
8
Employees
5
$23.4M
Funding
$0.1M
Merger / Acquisition
Stage
Seed
Supported Languages & Categories

Shared (3)

AI/MLDevOpsDeveloper Tools

Only in Promptfoo (2)

FinTechSecurity

Only in Evidently AI (1)

Analytics
Frequently Asked Questions
Is Promptfoo or Evidently AI better for identifying vulnerabilities in AI models?▼

Promptfoo is better suited for identifying vulnerabilities due to its focus on security features like prompt injections and PII leak detection.

How does Promptfoo pricing compare to Evidently AI?▼

Promptfoo offers a freemium model with additional subscription tiers, while Evidently AI provides a $80/month subscription model, which may imply more predictable costs.

Which has better community support, Promptfoo or Evidently AI?▼

Promptfoo, with 18,874 GitHub stars, appears to have a larger active community compared to Evidently AI, which has 7,420 stars.

Can Promptfoo and Evidently AI be used together?▼

Yes, they can be used together. Promptfoo for securing AI models during development and Evidently AI for monitoring performance in production.

Which is easier to get started with, Promptfoo or Evidently AI?▼

Evidently AI may be easier to start with for users seeking a straightforward, locally runnable application, while Promptfoo offers a more complex setup suitable for security-focused environments.

View Promptfoo Profile View Evidently AI Profile