kitio.aiAgentOps vs Entry Point AI
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 Entry Point AI.
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
- AI transforms on data rows
- Synthetic data generation
- Model fine-tuning
- Quality check against base models
- Approve or reject examples
| Feature | AgentOps | Entry Point AI |
|---|---|---|
| Best for | Observability, replay debugging and cost tracking for AI agents | Fine-tune models and run AI prompts across your data rows |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Free trial |
| Starting price | $40/mo | $49/mo |
| Free plan | Yes | No, trial available |
| Made by | AgentOps | Entry Point AI |
| Based in | – | – |
| 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 Entry Point AI.
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
4 plans
Starter
$49/mo
- Up to 5,000 rows
- 3 seats
- Full toolkit
Growth
$99/mo
- Up to 25,000 rows
- 5 seats
- Everything in Starter
Pro
$249/mo
- Up to 100,000 rows
- 10 seats
- Premium support
Enterprise
Contact sales
- Custom volumes
- Talk to the team
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
Entry Point AI
- Three tools in one workflow
- Human review of generated training data
- Every plan includes the full toolkit
- Compares fine-tuned and prompted models
- Plans are capped by row count
- No permanent free plan listed
- Needs labeled examples to start
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 Entry Point AI if you want:
- Three tools in one workflow
- Human review of generated training data
- Every plan includes the full toolkit
Watch out: plans are capped by row count.
AgentOps vs Entry Point AI FAQ
What is the difference between AgentOps and Entry Point AI?
AgentOps: Observability, replay debugging and cost tracking for AI agents. Entry Point AI: Fine-tune models and run AI prompts across your data rows. Both are models & apis tools.
Is AgentOps or Entry Point AI cheaper?
AgentOps has the lower starting price: about $40 a month, against $49 for Entry Point AI.
Do AgentOps and Entry Point AI have free plans?
AgentOps: Yes. Entry Point AI: No, trial available.
Who makes AgentOps?
AgentOps is made by AgentOps.
Who makes Entry Point AI?
Entry Point AI is made by Entry Point AI.
Which should I choose, AgentOps or Entry Point AI?
Choose AgentOps if you value quick setup with one sdk and broad framework support. Choose Entry Point AI if you value three tools in one workflow and human review of generated training data.