Agenta vs Humanloop
No leader: the top candidate Agenta has only 0.22 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for prompt management. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Agenta
A workspace where teams can build, deploy, and manage specialized AI agents that automate tasks and augment work, with support for multiple AI models, integrations, approval workflows, and observability.
Humanloop
An enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Agenta
From $29/month (Pro). Free Hobby tier with 5,000 runs/month and free open-source self-hosted option. Metered billing at $5 per 10k additional runs.
- HobbyFree
- 2 team members
- Unlimited projects
- Unlimited agents and workflows
- 5,000 agent runs/month
- 1-week trace data retention
- +1 more
- Pro$29/month + $5 per 10k additional runs
- Unlimited team members
- Unlimited schedules and event triggers
- 10,000 agent runs/month included
- $5 per additional 10,000 runs
- Unlimited evaluations
- +1 more
- Business$299/month + $5 per 10k additional runs
- Unlimited team members
- Team roles and role-based access control
- SSO
- SOC 2 Type II report
- 3-month trace data retention
- +2 more
- EnterpriseContact sales
- Custom usage and trace data retention
- Audit logs
- Custom domains
- Custom security and legal terms
- Deployment and onboarding support
- +2 more
- Open Source (Self-Hosted)Free
- Unlimited users and projects
- Build and use agents through chat
- Bring your own models and credentials
- Role-based access control
- Tracing and evaluations
- +1 more
Humanloop
Free trial. Monthly billing with no long-term commitment for standard plans; annual billing available for enterprise.
- Free TrialFree
- EnterpriseContact sales
- SSO + SAML
- Role-based access controls
- Hands-on support with SLA
- VPC deployment add-on
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Agenta
- Gmail
- Slack
- Notion
- Google Sheets
- GitHub
- Telegram
- Discord
- Microsoft Teams
- PostHog
Humanloop
- Git
- CI/CD pipelines
- Vercel AI SDK
- OpenAI
- Anthropic
- CI/CD
Agenta or Humanloop: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.