vioscaleAI
Comparison

AgentOps vs Opik

No leader: the top candidate Opik has only 0.29 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

AgentOps full profile →Opik full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
AgentOps49
Opik53
Score
vioscaleAI score
AgentOps49 / 100medium · 53%
Opik53 / 100low · 29%
Pricing
Free tier
AgentOps✓
Opik✓
Model
Price level
AgentOpsmid
Opikfree
Starting price
AgentOps$40
Opik–
Transparent
AgentOps✗
Opik✗
Integrations
Count
AgentOps11
Opik1
Security
Hipaa
AgentOps✓
Opik–
Soc2
AgentOps✓
Opik–
Market
Availability
Content
Faq
AgentOps7 items
Opik4 items

Capabilities

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

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

What each one is

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

AgentOps

A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers.

Independently observed

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

Pricing

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

AgentOps

from $40/moHybridFree tier

Free tier for up to 5,000 events; Pro from $40/month

  • BasicFree
    • Agent Agnostic SDK
    • LLM Cost Tracking (400+ LLMs)
    • Replay Analytics
  • ProFrom $40/month
    • Unlimited event limit
    • Unlimited log retention
    • Session and event export
    • Dedicated Slack and email support
    • Role-based permissioning
  • EnterpriseContact sales
    • SLA
    • Slack Connect
    • Custom SSO
    • On-premise deployment
    • Custom data retention policy
    • +4 more
as of verify ↗

Opik

Open sourceFree tier
as of verify ↗

Platform & deployment

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

Platforms
Web
AgentOps✓
Opik✓
Deployment
Cloud / SaaS
AgentOps✓
Opik✓
Self-hosted
AgentOps✓
Opik✓
On-premise
AgentOps✗
Opik✓

Integrations

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

AgentOps

13 total
  • CrewAI
  • AG2 (AutoGen)
  • Agno
  • LangGraph
  • OpenAI Agents SDK
  • Langchain
  • Cohere
  • LiteLLM
  • LlamaIndex
  • Llama Stack
  • CamelAI
  • AG2
  • CAMEL
Independently observed

Opik

1 total
  • OpenTelemetry
Independently observed
Still deciding?

AgentOps or Opik: 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.