| Price | Free | Free |
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| Usage quota | Starter: 10 model credits monthly/month · Pro: 249 model credits monthly/month | |
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| Seat count | Starter: Unlimited users: Yes · Pro: Unlimited users: Yes · Enterprise: Unlimited users: Yes | |
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| Storage | Starter: 1 processed data gb monthly/month · Pro: 5 processed data gb monthly/month | |
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| Priority support | Starter: Priority support: No · Pro: Priority support: Yes · Enterprise: Priority support: Yes | |
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| Other limits | Starter: 10000 scores monthly/month; 14 data retention days; 1 human review scores per project; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: No; Environments: No; Custom data retention rules: No; S3 data export: No; Saml sso: No; Rbac: No; Dpa agreement: No; Baa agreement: No; Sla uptime: No; Loop agent: No; Playground annotations: No; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes · Pro: 50000 scores monthly/month; 30 data retention days; unlimited human review scores per project; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: Yes; Environments: Yes; Custom data retention rules: No; S3 data export: No; Saml sso: No; Rbac: Yes; Dpa agreement: No; Baa agreement: No; Sla uptime: No; Loop agent: Yes; Playground annotations: Yes; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes · Enterprise: unlimited human review scores per project; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: Yes; Environments: Yes; Custom data retention rules: Yes; S3 data export: Yes; Saml sso: Yes; Rbac: Yes; Dpa agreement: Yes; Baa agreement: Yes; Sla uptime: Yes; Loop agent: Yes; Playground annotations: Yes; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes | |
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| Roles & permissions | Role-based access control | |
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| MCP | Model Context Protocol (MCP) server integration | MCP server integration for in-editor model selection |
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| API | | OpenAI API compatible; Video generation API with async support |
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| Multi-model | | Model routing with fallback to other providers for higher availability |
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| Video generation | | Video generation API with async support |
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| Overage cost | Starter: USD 4 per extra processed data gb · Pro: USD 3 per extra processed data gb | |
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| Free trial | Starter: Free trial, no card required | |
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| All stated limits | Starter: 10 model credits monthly/month; 1 processed data gb monthly/month; 10000 scores monthly/month; 14 data retention days; 1 human review scores per project; Unlimited users: Yes; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: No; Environments: No; Custom data retention rules: No; S3 data export: No; Saml sso: No; Rbac: No; Dpa agreement: No; Baa agreement: No; Sla uptime: No; Priority support: No; Loop agent: No; Playground annotations: No; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes · Pro: 249 model credits monthly/month; 5 processed data gb monthly/month; 50000 scores monthly/month; 30 data retention days; unlimited human review scores per project; Unlimited users: Yes; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: Yes; Environments: Yes; Custom data retention rules: No; S3 data export: No; Saml sso: No; Rbac: Yes; Dpa agreement: No; Baa agreement: No; Sla uptime: No; Priority support: Yes; Loop agent: Yes; Playground annotations: Yes; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes · Enterprise: unlimited human review scores per project; Unlimited users: Yes; Unlimited projects: Yes; Unlimited playgrounds: Yes; Unlimited experiments: Yes; Unlimited datasets: Yes; Custom charts: Yes; Environments: Yes; Custom data retention rules: Yes; S3 data export: Yes; Saml sso: Yes; Rbac: Yes; Dpa agreement: Yes; Baa agreement: Yes; Sla uptime: Yes; Priority support: Yes; Loop agent: Yes; Playground annotations: Yes; Saved table views: Yes; Custom columns: Yes; Custom trace views: Yes | |
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| Quality | Catalog score 42 | Catalog score 65 |
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| Privacy | Residency: Hybrid deployment available on Enterprise. Retention: 14 days (Starter), 30 days (Pro), custom (Enterprise) | |
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| Integrations | Python SDK, TypeScript SDK, Go SDK, Ruby SDK, C# SDK, Model Context Protocol (MCP), S3, OAuth providers, SAML identity providers | Replit, Google OAuth, GitHub OAuth, MetaMask |
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| API | Yes | Yes |
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| Offline | No | No |
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| Learning curve | Intermediate | All levels |
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| Model choice | | Claude Opus 5, Gemini 3.7 Flash, GPT-5.6 Sol, Muse Spark 1.2 |
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| Agent / MCP | Yes | Yes |
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