Humanloop
Platform for managing, evaluating, and deploying language model prompts at scale with team collaboration
- Also known as
- humanloop
Available worldwide · Popular in: US, GB, EU
What is 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.
Humanloop pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Free tier with 50 eval runs. Paid plans available; enterprise requires contact.
Free
Free- eval_runs
- 50
Startup
For early stage VC backed startups
Enterprise
Contact sales- SSO + SAML
- Role-based access controls
- Hands-on support with SLA
- VPC deployment add-on
Add-ons
- VPC deployment
What Humanloop does
The capabilities that matter for prompt management, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- 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
Platform & deployment
Independently observed- CLI
- Web
- Cloud / SaaS
- Hybrid
- Self-hosted
Integrations (5)
Independently observed- Git
- CI/CD pipelines
- Vercel AI SDK
- OpenAI
- Anthropic
Humanloop alternatives
Other prompt management we track, ranked by the same independent score.
- PromptHubA collaborative platform for managing, testing, and deploying AI prompts across teamslow · 26%
- Orq.aiA unified AI gateway routing requests across 500+ models from multiple providers with built-in observability and governancemedium · 55%
- PromptLayerA collaboration layer enabling AI engineering teams to manage and improve prompts without modifying codemedium · 54%
- LatitudeAutomatically detect and repair AI agent failures in productionmedium · 54%
- VellumA personalized AI assistant with persistent memory that integrates across your digital life and devices.low · 37%
- AgentaPlatform for building, testing, and deploying AI agents with team collaboration and iterative refinementlow · 43%
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Humanloop, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 100 | 0.05 | 4.9 | ✓ |
| Security posture | 60 | 0.07 | 4.4 | ✓ |
| Price level | 80 | 0.05 | 4.2 | ✓ |
| Pricing transparency | 25 | 0.08 | 2.1 | ✓ |
| Integrations | 22 | 0.04 | 0.9 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Ab testing: Yes · Soc2 type ii: Yes · Pricing model: usage/seat-based-saas · Self hostable: Yes · Multi step flows: Yes · Tracing included: Yes | mediumsource · 2026-08-25 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 5 | mediumsource · 2026-08-25 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | HqCountry: GB · PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-25 · 75% |