vioscale
Comparison

Humanloop vs Lunary

On the evidence we track, Lunary leads this comparison with a composite score of 69/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Humanloop full profile →Lunary full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Humanloop55
★Lunary69
Score
Vioscale score
Humanloop55 / 100medium · 55%
Lunary69 / 100high · 75%
Pricing
Free tier
Humanloop✓
Lunary✓
Model
Humanloopfreemium
Lunaryfreemium
Price level
Humanlooplow
Lunarymid
Starting price
Humanloop–
Lunary$20
Transparent
Humanloop✗
Lunary✓
Integrations
Count
Humanloop5
Lunary20
Security
Disclosure policy
Humanloop✓
Lunary–
Gdpr
Humanloop✓
Lunary✓
Hipaa
Humanloop✓
Lunary–
Iso27001
Humanloop–
Lunary✓
Soc2
Humanloop✓
Lunary✓
Reliability
Sla pct
Humanloop–
Lunary99.9
Market
Availability

Capabilities

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

Capabilities
Architecture model
HumanloopManaged cloud saas
LunaryManaged cloud saas
Token cost and latency waterfall charts
Humanloop-
Lunary✓
Opentelemetry openllmetry native export support
Humanloop-
Lunary✓
Prompt playground and in dashboard replay
Humanloop✓
Lunary✓
Multi step agentic workflow distributed tracing
Humanloop✓
Lunary✓
User feedback score API for thumbs up down tags
Humanloop✓
Lunary✗
Pii redaction and prompt content masking
Humanloop-
Lunary✓
Production ab testing of system prompts
Humanloop✓
Lunary✓
Automated anomaly detection for rate limits
Humanloop✓
Lunary✓
Native integration with langchain and llamaindex
Humanloop-
Lunary✓
SOC2 type ii
Humanloop✓
Lunary✓
Mit or apache permissive oss license
Humanloop✗
Lunary✗
Pricing model
Humanloopusage/seat-based-saas
LunaryPer user seat

What each one is

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

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.

Independently observed

Lunary

Leader

A platform for teams to monitor LLM performance, manage prompts collaboratively, and deploy AI agents with real-time performance tracking and cost analysis. Supports logging, prompt templates, agent monitoring, and integrations with popular LLM providers.

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

SubscriptionFree tier

Free tier with 50 eval runs. Paid plans available; enterprise requires contact.

  • FreeFree
  • Startup25% performance improvement
  • EnterpriseContact sales
    • SSO + SAML
    • Role-based access controls
    • Hands-on support with SLA
    • VPC deployment add-on
as of verify ↗

Lunary

Leader
from $20/user/moSubscriptionFree tier

From $20/user/mo. Free tier available.

  • FreeFree
    • 10k events per month
    • 3 projects
    • 30 days logs retention
  • Team$20/user/mo
    • 50k events per month
    • AI Playground
    • Unlimited projects
    • 1 year history
    • Advanced features
    • +5 more
  • CustomContact sales
    • Self-hosted deployment
    • SSO / SAML
    • SOC2 & ISO27001 Reports
    • 99.9% SLA
    • Custom Invoicing
    • +6 more
as of verify ↗

Platform & deployment

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

Platforms
Web
Humanloop✓
Lunary✓
CLI
Humanloop✓
Lunary✗
Deployment
Cloud / SaaS
Humanloop✓
Lunary✓
Self-hosted
Humanloop✓
Lunary✓
On-premise
Humanloop✗
Lunary✓
Hybrid
Humanloop✓
Lunary✗

Integrations

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

In common (2)
  • OpenAI
  • Anthropic

Humanloop

5 total - 3 not shared
  • Git
  • CI/CD pipelines
  • Vercel AI SDK
Independently observed

Lunary

Leader
31 total - 29 not shared
  • Flowise
  • LangChain
  • OpenRouter
  • IBM WatsonX
  • Mistral
  • Grok
  • Fireworks AI
  • AWS Bedrock
  • Azure OpenAI
  • Ragas
  • LiteLLM
  • LlamaIndex
  • Langflow
  • PowerBI
  • Tableau
  • MySQL
  • Amplitude
  • Airbyte
  • Segment
  • Slack
  • Zapier
  • Redshift
  • PostHog
  • OpenLLMetry
  • +5 more
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.