kitio.aiAgentOps vs Raindrop
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. AgentOps starts at $40/mo and Raindrop starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Agent session tracing
- Time-travel replay debugging
- LLM cost tracking
- Prompt injection logging
- Fine-tuning on saved completions
- 400+ framework integrations
- Agent run tracing
- Silent failure detection
- Triage agent in Slack and MCP
- Signals and experiments
- Local replay and debugging
- Pre-release simulations
| Feature | AgentOps | Raindrop |
|---|---|---|
| Best for | Observability, replay debugging and cost tracking for AI agents | Monitoring that finds silent failures in production AI agents |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $40/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | AgentOps | Raindrop |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
AgentOps starts at $40/mo and Raindrop starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Basic
Free
- Up to 5,000 events
- Cost tracking for 400+ LLMs
- Replay analytics
Pro
$40/mo
- Starting price, pay as you go
- Unlimited events and retention
- Session export
- Role-based permissions
Enterprise
Custom
- SLA and Slack Connect
- Custom SSO
- Self-hosting and on-premise
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
AgentOps
- Quick setup with one SDK
- Broad framework support
- Free tier for small projects
- Free plan capped at 5,000 events
- Pro pricing is usage-based
- Self-hosting only on Enterprise
Raindrop
- Focuses on failures users actually hit
- Works from Slack and MCP
- Free start without a card
- Plan prices not shown in the evidence
- Simulations still in early access
- Mainly useful once agents are in production
Which one should you choose?
Choose AgentOps if you want:
- Quick setup with one SDK
- Broad framework support
- Free tier for small projects
Watch out: free plan capped at 5,000 events.
Choose Raindrop if you want:
- Focuses on failures users actually hit
- Works from Slack and MCP
- Free start without a card
Watch out: plan prices not shown in the evidence.
AgentOps vs Raindrop FAQ
What is the difference between AgentOps and Raindrop?
AgentOps: Observability, replay debugging and cost tracking for AI agents. Raindrop: Monitoring that finds silent failures in production AI agents. Both are models & apis tools.
Is AgentOps or Raindrop cheaper?
AgentOps starts at $40/mo and Raindrop starts at See pricing page. Check both pricing pages for current plans.
Do AgentOps and Raindrop have free plans?
AgentOps: Yes. Raindrop: Yes.
Who makes AgentOps?
AgentOps is made by AgentOps.
Who makes Raindrop?
Raindrop is made by Raindrop, based in United States.
Which should I choose, AgentOps or Raindrop?
Choose AgentOps if you value quick setup with one sdk and broad framework support. Choose Raindrop if you value focuses on failures users actually hit and works from slack and mcp.