# Agenta vs Humanloop

**Leader by Vioscale score:** Agenta

| Attribute | Agenta | Humanloop |
|---|---|---|
| **Vioscale score** | 66 (43% (low)) | 55 (55% (medium)) |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | 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. | 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. |
| features.capabilities | - | `{"ab_testing":true,"soc2_type_ii":true,"pricing_model":"usage/seat-based-saas","self_hostable":true,"multi_step_flows":true,"tracing_included":true,"versioning_model":"hybrid","diff_and_rollback":true,"architecture_model":"managed_cloud_saas","non_engineer_editing":true,"multi_model_playground":true,"llm_judge_or_human_eval":true,"mit_or_apache_permissive_oss_license":false,"production_ab_testing_of_system_prompts":true,"prompt_playground_and_in_dashboard_replay":true,"automated_anomaly_detection_for_rate_limits":true,"multi_step_agentic_workflow_distributed_tracing":true,"user_feedback_score_api_for_thumbs_up_down_tags":true}` |
| integrations.count | 150 | 5 |
| integrations.list | `[{"name":"Gmail"},{"name":"Slack"},{"name":"Notion"},{"name":"Google Sheets"},{"name":"GitHub"}]` | `[{"name":"Git"},{"name":"CI/CD pipelines"},{"name":"Vercel AI SDK"},{"name":"OpenAI"},{"name":"Anthropic"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"GB","primaryMarkets":["US","GB","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Hobby","summary":"Free forever with 5,000 agent runs/month","features":["2 team members","Unlimited projects","Unlimited agents and workflows","5,000 agent runs/month","1-week trace data retention","Community support"],"minSeats":2,"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"agent_runs":"5000/mo"}},{"free":false,"name":"Pro","summary":"$29/month + $5 per 10k additional runs","features":["Unlimited team members","Unlimited schedules and event triggers","10,000 agent runs/month included","$5 per additional 10,000 runs","Unlimited evaluations","1-month trace data retention"],"commitment":"monthly","components":[{"kind":"fixed","amount":29,"period":"month","currency":"USD"},{"per":{"qty":10000,"unit":"agent_runs"},"kind":"metered","amount":5,"currency":"USD"}],"contactSales":false,"includedLimits":{"agent_runs":"10000/mo"}},{"free":false,"name":"Business","summary":"$299/month + $5 per 10k additional runs","features":["Unlimited team members","Team roles and role-based access control","SSO","SOC 2 Type II report","3-month trace data retention","Priority support","Private Slack Connect channel"],"commitment":"monthly","components":[{"kind":"fixed","amount":299,"period":"month","currency":"USD"},{"per":{"qty":10000,"unit":"agent_runs"},"kind":"metered","amount":5,"currency":"USD"}],"contactSales":false,"includedLimits":{"agent_runs":"10000/mo"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Custom usage and trace data retention","Audit logs","Custom domains","Custom security and legal terms","Deployment and onboarding support","Dedicated support","Custom service-level agreement"],"contactSales":true},{"free":true,"name":"Open Source (Self-Hosted)","summary":"Free, MIT-licensed. Self-managed infrastructure.","features":["Unlimited users and projects","Build and use agents through chat","Bring your own models and credentials","Role-based access control","Tracing and evaluations","Docker Compose deployment"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false}],"addOns":[{"name":"Additional agent runs","components":[{"per":{"qty":10000,"unit":"agent_runs"},"kind":"metered","amount":5,"currency":"USD"}]}],"summary":"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.","currency":"USD","freeTier":true,"sourceUrl":"https://agenta.ai/pricing","retrievedAt":"2026-08-19T18:26:08.835Z","startingPrice":{"amount":29,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"subscription","plans":[{"free":true,"name":"Free","summary":"50 eval runs","contactSales":false,"includedLimits":{"eval_runs":"50"}},{"free":false,"name":"Startup","summary":"25% performance improvement","description":"For early stage VC backed startups","contactSales":false},{"free":false,"name":"Enterprise","features":["SSO + SAML","Role-based access controls","Hands-on support with SLA","VPC deployment add-on"],"contactSales":true}],"addOns":[{"name":"VPC deployment"}],"summary":"Free tier with 50 eval runs. Paid plans available; enterprise requires contact.","currency":"USD","freeTier":true,"sourceUrl":"https://humanloop.com/pricing","retrievedAt":"2026-08-25T15:41:29.826Z","billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | mid | low |
| pricing.starting_price | `{"amount":29,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.soc2 | yes | yes |

## Capabilities (Prompt Management)

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

*Source: Vioscale. Generated 2026-09-01T16:41:49.665Z. "-" = undocumented, not absent.*