Comparison

Agenta vs Humanloop

On the evidence we track, Agenta leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Agenta66
Humanloop55
Score
Vioscale score
Agenta66 / 100low · 43%updating
Humanloop55 / 100medium · 55%updating
Pricing
Free tier
Agenta
Humanloop
Model
Agentafreemium
Humanloopfreemium
Price level
Agentamid
Humanlooplow
Starting price
Agenta$29
Humanloop
Transparent
Agenta
Humanloop
Integrations
Count
Agenta150
Humanloop5
Security
Disclosure policy
Agenta
Humanloop
Gdpr
Agenta
Humanloop
Hipaa
Agenta
Humanloop
Soc2
Agenta
Humanloop

Capabilities

Feature-by-feature on the axes that matter for prompt management. “-” means undocumented, not absent.

Capabilities
Versioning model
Agenta-
HumanloopHybrid
Diff and rollback
Agenta-
Humanloop
Deploy without redeploy
Agenta-
Humanloop-
Non engineer editing
Agenta-
Humanloop
Multi model playground
Agenta-
Humanloop
Ab testing
Agenta-
Humanloop
LLM judge or human eval
Agenta-
Humanloop
Multi step flows
Agenta-
Humanloop
Approval workflow
Agenta-
Humanloop-
Tracing included
Agenta-
Humanloop
Self hostable
Agenta-
Humanloop
Deployment model
Agenta-
Humanloop-
Pricing model
Agenta-
HumanloopUsage/seat based saas

What each one is

The product in its own terms, so the numbers below have context.

Agenta

Leader

A workspace where teams build custom agents through chat interfaces, improve them with feedback mechanisms, and deploy to production or self-hosted infrastructure. Supports multiple AI models, team access controls, integrations with external tools, and scheduling capabilities.

Independently observed

Humanloop

A platform that helps teams develop, test, and monitor AI applications through evaluation workflows, prompt management, and production observability. It supports both technical engineers and non-technical domain experts to iterate on AI systems using real-world data and automated assessments.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Agenta

Leader
from $29/moHybridFree tier

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
as of verify ↗

Humanloop

SubscriptionFree tier

Free tier with 50 eval runs. Paid plans available; enterprise requires contact.

  • FreeFree
  • Startup25% performance improvement
  • EnterpriseContact sales
    • SSO + SAML
    • Role-based access controls
    • Hands-on support with SLA
    • VPC deployment add-on
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Agenta
Humanloop
CLI
Agenta
Humanloop
Deployment
Cloud / SaaS
Agenta
Humanloop
Self-hosted
Agenta
Humanloop
Hybrid
Agenta
Humanloop

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Agenta

Leader
5 total
  • Gmail
  • Slack
  • Notion
  • Google Sheets
  • GitHub
Independently observed

Humanloop

5 total
  • Git
  • CI/CD pipelines
  • Vercel AI SDK
  • OpenAI
  • Anthropic
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.