vioscaleAI
Comparison

Humanloop vs Lunary

On the evidence we track, Lunary leads this comparison with a composite score of 70/100. 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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Humanloop56
★Lunary70
Score
vioscaleAI score
Humanloop56 / 100high · 75%
Lunary70 / 100medium · 73%
Pricing
Free tier
Humanloop✓
Lunary✓
Model
Humanloopfreemium
Lunaryfreemium
Price level
Humanlooplow
Lunarylow
Starting price
Humanloop–
Lunary$0.05
Transparent
Humanloop✗
Lunary✓
Integrations
Count
Humanloop5
Lunary31
Security
Certifications
Disclosure policy
Humanloop✓
Lunary–
Gdpr
Humanloop✓
Lunary✓
Hipaa
Humanloop✓
Lunary–
Iso27001
Humanloop–
Lunary✓
Soc2
Humanloop✓
Lunary✓
Trust center
Reliability
Sla pct
Humanloop–
Lunary99.9
Market
Availability
Content
Faq
Humanloop7 items
Lunary7 items

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

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

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 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 ↗

Lunary

Leader
from $0.05/query/moSubscriptionFree tier

From $20/user/month cloud. Free self-hosted community edition.

  • Team$20/user/mo, then $10/50k events and $0.05/query overage
    • 50,000 events per month
    • 300 AI Playground queries per month
    • Unlimited projects
    • 1 year history
    • Prompt management
    • +8 more
  • EnterpriseContact sales
    • SSO / SAML
    • Granular Access Control
    • 99.9% SLA
    • White labeling
    • Data Warehouse connectors
    • +4 more
  • Self-hosted CommunityFree
  • Self-hosted EnterpriseContact sales
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✓
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

6 total - 4 not shared
  • Git
  • CI/CD pipelines
  • Vercel AI SDK
  • CI/CD
Independently observed

Lunary

Leader
32 total - 30 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
  • +6 more
Independently observed
Still deciding?

Humanloop or Lunary: 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.