kitio.aiPortkey vs AgentOps
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. AgentOps has the lower starting price: about $40 a month, against $49 for Portkey.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Universal LLM API
- Fallbacks and load balancing
- Logs and traces
- Guardrails
- Prompt management
- Budgets and rate limits
- Agent session tracing
- Time-travel replay debugging
- LLM cost tracking
- Prompt injection logging
- Fine-tuning on saved completions
- 400+ framework integrations
| Feature | Portkey | AgentOps |
|---|---|---|
| Best for | AI gateway with observability, guardrails and prompt management | Observability, replay debugging and cost tracking for AI agents |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $49/mo | $40/mo |
| Free plan | Yes | Yes |
| Made by | Portkey (Palo Alto Networks) | AgentOps |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
AgentOps has the lower starting price: about $40 a month, against $49 for Portkey.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Developer
Free
- 10k recorded logs per month
- 3-day log retention
- AI gateway and observability
- Community support
Production
$49/mo
- 100k recorded logs per month
- $9 per extra 100k requests
- 30-day log retention
- Alerts and traces
Enterprise
Custom
- 10M+ recorded logs per month
- SSO and RBAC
- Custom guardrails
- Self-hosting
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
Portkey
- One API for many model providers
- Request flow isn't cut at log limits
- Self-hosting option for enterprises
- Free plan keeps logs only 3 days
- SSO and RBAC need Enterprise
- Brand is shifting under Palo Alto Networks
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
Which one should you choose?
Choose Portkey if you want:
- One API for many model providers
- Request flow isn't cut at log limits
- Self-hosting option for enterprises
Watch out: free plan keeps logs only 3 days.
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.
Portkey vs AgentOps FAQ
What is the difference between Portkey and AgentOps?
Portkey: AI gateway with observability, guardrails and prompt management. AgentOps: Observability, replay debugging and cost tracking for AI agents. Both are models & apis tools.
Is Portkey or AgentOps cheaper?
AgentOps has the lower starting price: about $40 a month, against $49 for Portkey.
Do Portkey and AgentOps have free plans?
Portkey: Yes. AgentOps: Yes.
Who makes Portkey?
Portkey is made by Portkey (Palo Alto Networks), based in United States.
Who makes AgentOps?
AgentOps is made by AgentOps.
Which should I choose, Portkey or AgentOps?
Choose Portkey if you value one api for many model providers and request flow isn't cut at log limits. Choose AgentOps if you value quick setup with one sdk and broad framework support.