vioscaleAI
Comparison

Opik vs Traceloop

On the evidence we track, Traceloop leads this comparison with a composite score of 61/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Opik full profile →Traceloop full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Opik53
★Traceloop61
Score
vioscaleAI score
Opik53 / 100low · 29%
Traceloop61 / 100medium · 72%
Pricing
Free tier
Opik✓
Traceloop✓
Model
Price level
Opikfree
Traceloopfree
Transparent
Opik✗
Traceloop✓
Integrations
Count
Opik1
Traceloop20
Security
Gdpr
Opik–
Traceloop✓
Hipaa
Opik–
Traceloop✓
Soc2
Opik–
Traceloop✓
Market
Availability
Opik–
TraceloopAvailable worldwide
Content
Faq
Opik4 items
Traceloop6 items

Capabilities

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

Capabilities
Architecture model
OpikOpen source self hosted
TraceloopManaged cloud saas
Token cost and latency waterfall charts
Opik✓
Traceloop✓
Opentelemetry openllmetry native export support
Opik✓
Traceloop✓
Prompt playground and in dashboard replay
Opik✓
Traceloop✓
Multi step agentic workflow distributed tracing
Opik✓
Traceloop✓
User feedback score API for thumbs up down tags
Opik✓
Traceloop-
Pii redaction and prompt content masking
Opik✓
Traceloop-
Production ab testing of system prompts
Opik-
Traceloop✓
Automated anomaly detection for rate limits
Opik-
Traceloop-
Native integration with langchain and llamaindex
Opik-
Traceloop✓
SOC2 type ii
Opik-
Traceloop-
Mit or apache permissive oss license
Opik✓
Traceloop✓
Pricing model
OpikFree open source
TraceloopPay per 10k traces

What each one is

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

Opik

A comprehensive observability and evaluation platform for debugging, testing, and monitoring LLM applications through detailed execution traces, prompt experimentation, and production dashboards.

Independently observed

Traceloop

Leader

A high-performance gateway that centralizes LLM request routing and tracing across multiple providers through an OpenAI-compatible API, featuring integrated OpenTelemetry observability and optional PostgreSQL-backed dynamic configuration.

Independently observed

Pricing

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

Opik

Open sourceFree tier
as of verify ↗

Traceloop

Leader
HybridFree tier14-day trial

Free tier with up to 50K spans/month. Enterprise custom pricing. 14-day free trial.

  • FreeFree
    • Monitoring Dashboard
    • Evaluation Dashboard
    • CI/CD integration
    • Prompt Management
  • EnterpriseContact sales
    • SOC 2 Compliance
    • On-prem deployment option
    • Dedicated slack support
as of verify ↗

Platform & deployment

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

Platforms
Web
Opik✓
Traceloop✗
macOS
Opik✗
Traceloop✓
Windows
Opik✗
Traceloop✓
Linux
Opik✗
Traceloop✓
Deployment
Cloud / SaaS
Opik✓
Traceloop✓
Self-hosted
Opik✓
Traceloop✓
On-premise
Opik✓
Traceloop✓

Integrations

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

In common (1)
  • OpenTelemetry

Opik

1 total - 0 not shared
  • OpenTelemetry
Independently observed

Traceloop

Leader
35 total - 34 not shared
  • OpenAI
  • Anthropic
  • Gemini
  • Bedrock
  • Ollama
  • Watsonx
  • Cohere
  • Mistral AI
  • together.ai
  • Pinecone
  • Chroma
  • LangChain
  • LlamaIndex
  • CrewAI
  • Grafana Tempo
  • Prometheus
  • AWS Marketplace
  • GCP Marketplace
  • Azure Marketplace
  • Qdrant
  • Weaviate
  • Datadog
  • Honeycomb
  • Google Cloud
  • +10 more
Independently observed
Still deciding?

Opik or Traceloop: 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.