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Head to head · 2026

AgentOps vs Kaskada

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

AgentOps

AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost…

4.2$40/mo

Visit AgentOps (opens AgentOps in a new tab)

Kaskada

A streaming engine that feeds AI models both real-time and historical data, with event detection to…

3.5Free

Visit Kaskada (opens Kaskada in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Kaskada does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    AgentOps

    4.2 against 3.5

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onAgentOpsKaskada
Our rating4.2Better3.5
Starts at$40/moFree
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $40/moFree
Key features
  • Visual event timeline for every agent run
  • Time-travel debugging to replay sessions step by step
  • Cost tracking across 400+ LLMs and frameworks
  • Failure and error detection with alerts
  • Session and event export for audits
  • Streaming engine connecting AI models to real-time and historical data
  • Real-time aggregation precomputing model inputs
  • Event detection triggering proactive AI behaviour
  • History replay for past context
  • Data connectors, transformations and aggregations
Pros
  • Open-source SDK under MIT license keeps core tracing free to self-host
  • Broad framework support spans OpenAI, CrewAI, AutoGen, and LangChain
  • Time-travel replay speeds up root-cause debugging on multi-step agents
  • Handles live and historical data together, which is the actual hard problem
  • Event detection enables proactive behaviour rather than query-response only
  • Open with public docs, examples and community
Cons
  • Pro tier billing is usage-based, so costs climb fast for high-volume agents
  • Dashboard targets engineers, with a learning curve for non-technical users
  • Enterprise features like self-hosting sit behind custom-priced contracts
  • Engineering infrastructure - no value to non-technical users
  • Check current maintenance activity before adopting into production
  • Requires an existing streaming data architecture to fit into
CompanyAgentOps, founded 2023Kaskada

Prices come from each vendor's pricing page, last checked 20260831. Check the vendor before you buy.

FAQ

Questions people ask

Is AgentOps better than Kaskada?

In our reviews AgentOps scores 4.2 and Kaskada scores 3.5. The better pick depends on the job. AgentOps: AgentOps gives developers observability into AI agents in production, tracing every action, tool call, and cost across 400-plus LLMs and frameworks. Kaskada: A streaming engine that feeds AI models both real-time and historical data, with event detection to trigger proactive behaviour as things happen.

Which is cheaper, AgentOps or Kaskada?

AgentOps: from $40/mo. Kaskada: free.

Do AgentOps and Kaskada have free plans?

Yes, both have a free plan.

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