kitio.aiAgentOps vs Citrusx
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. AgentOps starts at $40/mo and Citrusx 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
- Model validation
- Real-time error alerts
- Explainability reports
- RAG evaluation
- Python SDK
| Feature | AgentOps | Citrusx |
|---|---|---|
| Best for | Observability, replay debugging and cost tracking for AI agents | Validation, explainability and live monitoring for AI and LLM models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Paid |
| Starting price | $40/mo | See pricing page |
| Free plan | Yes | No |
| Made by | AgentOps | Citrusx |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
AgentOps starts at $40/mo and Citrusx 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
Citrusx
- Serves data science and risk teams together
- Works with any model type
- Live alerts on production errors
- No self-serve sign-up
- Pricing not public
- Mostly relevant to regulated industries
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 Citrusx if you want:
- Serves data science and risk teams together
- Works with any model type
- Live alerts on production errors
Watch out: no self-serve sign-up.
AgentOps vs Citrusx FAQ
What is the difference between AgentOps and Citrusx?
AgentOps: Observability, replay debugging and cost tracking for AI agents. Citrusx: Validation, explainability and live monitoring for AI and LLM models. Both are models & apis tools.
Is AgentOps or Citrusx cheaper?
AgentOps starts at $40/mo and Citrusx starts at See pricing page. Check both pricing pages for current plans.
Do AgentOps and Citrusx have free plans?
AgentOps: Yes. Citrusx: No.
Who makes AgentOps?
AgentOps is made by AgentOps.
Who makes Citrusx?
Citrusx is made by Citrusx.
Which should I choose, AgentOps or Citrusx?
Choose AgentOps if you value quick setup with one sdk and broad framework support. Choose Citrusx if you value serves data science and risk teams together and works with any model type.