Comparison

Humanloop vs Rivet

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.

Humanloop full profile →Rivet full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

★Humanloop56

Rivet48

Attribute comparison across 2 tools
Attribute	HumanloopLeader	Rivet
vioscaleAI score	56 / 100high · 75%	48 / 100medium · 55%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	5	5
Security
Certificationssecurity.certifications	SOC 2 Type II	-
Disclosure policysecurity.disclosure_policy	✓	-
Gdprsecurity.gdpr	✓	-
Hipaasecurity.hipaa	✓	-
Soc2security.soc2	✓	-
Trust centersecurity.trust_center	https://humanloop.com/platform/compliance-security	-
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=rivet-local-app&per_page=100 · Last 12m: 0
Adoption
Dependent reposadoption.dependent_repos	-	0
Github starsadoption.github_stars	-	4,708
Activity
Commits last 30dactivity.commits_last_30d	-	3
Release
Cadence daysrelease.cadence_days	-	3
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	TypeScript
Market
Availabilitymarket.availability	Available worldwide · Popular in US, GB, EU · HQ GB	-
Content
Faqcontent.faq	7 items	6 items

Score

vioscaleAI score

Humanloop56 / 100high · 75%

Rivet48 / 100medium · 55%

Pricing

Free tier

Humanloop✓

Rivet✓

Model

Humanloopfreemium

Rivetopen_source

Price level

Humanlooplow

Rivetfree

Transparent

Humanloop✗

Rivet✓

Integrations

Count

Humanloop5

Rivet5

Security

Certifications

HumanloopSOC 2 Type II

Rivet–

Disclosure policy

Humanloop✓

Rivet–

Gdpr

Humanloop✓

Rivet–

Hipaa

Humanloop✓

Rivet–

Soc2

Humanloop✓

Rivet–

Trust center

Humanloophttps://humanloop.com/platform/compliance-security

Rivet–

Vulnerabilities

Humanloop–

RivetCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=rivet-local-app&per_page=100 · Last 12m: 0

Adoption

Dependent repos

Humanloop–

Rivet0

Github stars

Humanloop–

Rivet4,708

Activity

Commits last 30d

Humanloop–

Rivet3

Release

Cadence days

Humanloop–

Rivet3

History

Humanloop–

Rivet20 items

License

Spdx

Humanloop–

RivetMIT

Language

Primary

Humanloop–

RivetTypeScript

Market

Availability

HumanloopAvailable worldwide · Popular in US, GB, EU · HQ GB

Rivet–

Content

Faq

Humanloop7 items

Rivet6 items

Capabilities

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

Capability comparison for Prompt Management
Capability	Humanloop	Rivet
Capabilities
Versioning model	Hybrid	Git native
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	-	Self hosted
Pricing model	Usage/seat based saas	Open source self host

Capabilities

Versioning model

HumanloopHybrid

RivetGit native

Diff and rollback

Humanloop✓

Rivet-

Deploy without redeploy

Humanloop-

Rivet-

Non engineer editing

Humanloop✓

Rivet✓

Multi model playground

Humanloop✓

Rivet✓

Ab testing

Humanloop✓

Rivet✓

LLM judge or human eval

Humanloop✓

Rivet-

Multi step flows

Humanloop✓

Rivet✓

Approval workflow

Humanloop-

Rivet-

Tracing included

Humanloop✓

Rivet✓

Self hostable

Humanloop✓

Rivet✓

Deployment model

Humanloop-

RivetSelf hosted

Pricing model

HumanloopUsage/seat based saas

RivetOpen 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

Rivet

An open-source desktop IDE and TypeScript library that enables teams to visually design, debug, and deploy complex LLM-powered agent applications with real-time execution monitoring and collaborative features.

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 2026-09-09verify ↗

Rivet

Open sourceFree tier

as of 2026-08-21verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Humanloop	Rivet
WebPlatforms	✓	✗
macOSPlatforms	✗	✓
WindowsPlatforms	✗	✓
LinuxPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✗
Self-hostedDeployment	✓	✓

Platforms

Web

Humanloop✓

Rivet✗

macOS

Humanloop✗

Rivet✓

Windows

Humanloop✗

Rivet✓

Linux

Humanloop✗

Rivet✓

Deployment

Cloud / SaaS

Humanloop✓

Rivet✗

Self-hosted

Humanloop✓

Rivet✓

Integrations

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

In common (2)

OpenAI
Anthropic

Humanloop

Leader

6 total - 4 not shared

Git
CI/CD pipelines
Vercel AI SDK
CI/CD

Independently observed

Rivet

14 total - 12 not shared

OpenAI GPT-3.5
OpenAI GPT-4
Anthropic Claude Instant
Anthropic Claude 2
Anthropic Claude 3 Haiku
Anthropic Claude 3 Sonnet
Anthropic Claude 3 Opus
Google Gemini
Anthropic Claude
AssemblyAI
Gemini
MCP

Independently observed

Still deciding?

Humanloop or Rivet: 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.