Comparison

Humanloop vs Mirascope

On the evidence we track, Humanloop leads this comparison with a composite score of 56/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Humanloop56
Mirascope50
Score
vioscaleAI score
Humanloop56 / 100high · 75%
Mirascope50 / 100medium · 54%
Pricing
Free tier
Humanloop✓
Mirascope✓
Model
Humanloopfreemium
Mirascopecommercial
Price level
Humanlooplow
Mirascopefree
Transparent
Humanloop✗
Mirascope✓
Integrations
Count
Humanloop5
Mirascope1
Security
Certifications
HumanloopSOC 2 Type II
Mirascope–
Disclosure policy
Humanloop✓
Mirascope–
Gdpr
Humanloop✓
Mirascope–
Hipaa
Humanloop✓
Mirascope–
Soc2
Humanloop✓
Mirascope–
Adoption
Dependent repos
Humanloop–
Mirascope0
Github stars
Humanloop–
Mirascope1,531
Activity
Commits last 30d
Humanloop–
Mirascope22
Release
Cadence days
Humanloop–
Mirascope7
History
Humanloop–
Mirascope20 items
License
Spdx
Humanloop–
MirascopeMIT
Language
Primary
Humanloop–
MirascopePython
Market
Content
Faq
Humanloop7 items
Mirascope5 items

Capabilities

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

Capabilities
Versioning model
HumanloopHybrid
MirascopeUI hosted registry
Diff and rollback
Humanloop✓
Mirascope-
Deploy without redeploy
Humanloop-
Mirascope-
Non engineer editing
Humanloop✓
Mirascope-
Multi model playground
Humanloop✓
Mirascope✓
Ab testing
Humanloop✓
Mirascope-
LLM judge or human eval
Humanloop✓
Mirascope-
Multi step flows
Humanloop✓
Mirascope✓
Approval workflow
Humanloop-
Mirascope-
Tracing included
Humanloop✓
Mirascope✓
Self hostable
Humanloop✓
Mirascope✓
Deployment model
Humanloop-
MirascopeSelf hosted
Pricing model
HumanloopUsage/seat based saas
MirascopeOpen source self host

What each one is

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

Humanloop

Leader

An enterprise platform that helps teams evaluate language model performance, manage and version prompts, and monitor AI systems in production.

Independently observed

Mirascope

A library that provides a single, decorator-based interface for calling any frontier LLM, supporting streaming, asynchronous operations, and multi-turn conversations.

Independently observed

Pricing

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

Humanloop

Leader
SubscriptionFree tier

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
as of verify ↗

Mirascope

Open sourceFree tier

Open-source framework available free; optional managed Router service uses credit-based usage pricing

as of verify ↗

Platform & deployment

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

Platforms
Web
Humanloop✓
Mirascope✗
CLI
Humanloop✗
Mirascope✓
Deployment
Cloud / SaaS
Humanloop✓
Mirascope✗
Self-hosted
Humanloop✓
Mirascope✓

Integrations

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

Humanloop

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

Mirascope

1 total
  • Langfuse
Independently observed
Still deciding?

Humanloop or Mirascope: 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.