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Tools/Agenta/vs Evidently AI
Agenta

Agenta

observability
vs
Evidently AI

Evidently AI

observability

Agenta vs Evidently AI — Comparison

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

Agenta and Evidently AI both serve the AI observability sector, yet Agenta shines with its robust integrations and prompt management capabilities, while Evidently AI stands out for its offline capabilities and free usage model. Agenta has fewer GitHub stars but benefits from a broader range of integrations, whereas Evidently AI has a larger open-source community with 7,420 stars.

Best for

Agenta is the better choice when your team needs extensive integrations with tools like Slack and GitHub for centralized LLM prompt management and collaborative evaluations.

Best for

Evidently AI is the better choice when privacy and offline capabilities are paramount, especially for single developers or small teams looking for a free, local monitoring tool.

Key Differences

  • 1.Agenta supports over 150 integrations whereas Evidently AI focuses on key integrations like AWS S3 and GitHub.
  • 2.Agenta's payment model includes tiered subscriptions with costs up to $399/month, while Evidently AI offers some features for free.
  • 3.Agenta provides features like prompt engineering and debugging, important for LLM applications, which Evidently AI does not specialize in.
  • 4.Evidently AI is locally runnable and emphasizes privacy, a feature not highlighted in Agenta.
  • 5.Agenta's setup is noted for its complexity in self-hosting, which Evidently AI users do not report.

Verdict

Agenta is ideal for teams focused on collaborative AI application development with rich integration needs. Evidently AI is suitable for teams prioritizing privacy and cost-effectiveness, willing to work within a self-contained, locally runnable system. Both tools emphasize support for observability workflows, but their differing approaches cater to distinct operational needs and team structures.

Overview
What each tool does and who it's for

Agenta

Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring

Users highlight Agenta's strengths in its integration capabilities with over 150 tool integrations like Gmail, Slack, Notion, and GitHub, as well as new automation features and AI prompt refinement tools. Key complaints from social mentions seem to touch upon the complexity of previous self-hosting deployments and challenges in understanding production issues. Sentiment around pricing isn't discussed in the available data. Overall, Agenta enjoys a positive reputation, particularly for aiding quick evaluations and setup processes for LLM applications.

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
—
GitHub Stars
7,420
—
GitHub Forks
829
Mention Velocity
How discussion volume is trending week-over-week

Agenta

-75% vs last week

Evidently AI

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

Agenta

Twitter/X
88%
YouTube
13%

Evidently AI

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

Agenta

3% positive98% neutral-1% negative

Evidently AI

11% positive85% neutral4% negative
Pricing

Agenta

subscription + per-seat + tiered

Pricing found: $49 /month, $49 /month, $399 /month, $399 /month, $20

Evidently AI

subscription + tiered

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

Use Cases
When to use each tool

Agenta (8)

Centralized prompt management for LLM applicationsCollaborative evaluation of AI model outputsMonitoring performance of deployed LLM applicationsVersion control for prompt iterations and evaluationsIntegration of domain expert feedback in real-timeAutomated testing of LLM responses against predefined criteriaCross-team collaboration between developers and product managersIntegration of evaluation metrics into CI/CD pipelines

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 Agenta (10)

CentralizeCollaborateCreate evaluationsMonitor production systemsUnified playgroundComplete version historyModel agnosticAutomated evaluationIntegrate any evaluatorEvaluate full trace

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

Only in Agenta (15)

SlackGoogle SheetsJiraGitHubTrelloAsanaZapierMicrosoft TeamsNotionConfluenceAWSAzureGoogle CloudOpenAI APIHugging Face

Only in Evidently AI (15)

AWS S3Google Cloud StorageAzure Blob StorageKubernetesJupyter 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
—
GitHub Repos
10
—
GitHub Followers
319
20
npm Packages
—
3
HuggingFace Models
2
Pain Points
Top complaints from reviews and social mentions

Agenta

No complaints found

Evidently AI

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

Agenta

No data

Evidently AI

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

Agenta

[Product Update] Folders for Prompt Organization in Agenta

[Product Update] Folders for Prompt Organization in Agenta

Feb 4, 2026

Announcement - Test set versioning

Announcement - Test set versioning

Jan 20, 2026

[Updates] Playground UX Improvements | Agenta v0.73.0

[Updates] Playground UX Improvements | Agenta v0.73.0

Jan 13, 2026

Evaluation SDK for Multi-Step AI Agents | Agenta Launch Week Day 3

Evaluation SDK for Multi-Step AI Agents | Agenta Launch Week Day 3

Nov 12, 2025

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

Agenta

Agenta screenshot 1

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

Agenta

agents12
model selection5
workflow4
support3
documentation3
performance2
open source2
scalability1

Evidently AI

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

Agenta

Webhooks and GitHub automations are live in Agenta! You can now connect your Github repo (or any webhook) to Agenta so that when a prompt version is saved, you run an automation. You can see in the

Webhooks and GitHub automations are live in Agenta! You can now connect your Github repo (or any webhook) to Agenta so that when a prompt version is saved, you run an automation. You can see in the demo how to create a PR or each prompt change in Agenta. https://t.co/nguyBr54Qq

Twitter/Xby @agenta_aineutral source

Evidently AI

Evidently AI AI

Evidently AI AI

YouTubeneutral source
Company Intel
information technology & services
Industry
information technology & services
10
Employees
5
$0.2M
Funding
$0.1M
Seed
Stage
Seed
Supported Languages & Categories

Shared (3)

AI/MLDevOpsDeveloper Tools

Only in Evidently AI (1)

Analytics
Frequently Asked Questions
Is Agenta or Evidently AI better for centralized prompt management?▼

Agenta is better suited for centralized prompt management due to its extensive integration capabilities and prompt evaluation tools.

How does Agenta pricing compare to Evidently AI?▼

Agenta pricing can go up to $399/month, making it more expensive than Evidently AI, which offers free usage for certain features.

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

Evidently AI likely has better community support due to its larger GitHub presence with 7,420 stars compared to Agenta's smaller company footprint.

Can Agenta and Evidently AI be used together?▼

Yes, both tools can complement each other since they focus on different aspects of AI observability and monitoring.

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

Evidently AI is likely easier to get started with due to its ability to run locally without complex setup requirements, in contrast to Agenta, which has been noted for self-hosting complexity.

View Agenta Profile View Evidently AI Profile