kitio.aiCleanlab TLM vs P402
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cleanlab TLM starts at See pricing page and P402 starts at $49/mo. 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
- Trustworthiness scores
- Works with any LLM
- RAG and agent guardrails
- OpenAI-compatible API
- Private deployment option
- Per-request AI cost ledger
- Customer and feature margin reports
- OpenAI-compatible routing endpoint
- Metadata-only privacy mode
- MCP server and SDK
- Budgets and policy controls
| Feature | Cleanlab TLM | P402 |
|---|---|---|
| Best for | API that scores how trustworthy each LLM response is in real time | Meters every AI API call to track cost, margin and budget by owner |
| Category | Models & APIs | Models & APIs |
| Pricing model | Free trial | Freemium |
| Starting price | See pricing page | $49/mo |
| Free plan | No, trial available | Yes |
| Made by | Cleanlab | P402 |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cleanlab TLM starts at See pricing page and P402 starts at $49/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
Sandbox
Free
- 25k events per month
- 14-day retention
- Community support
Build
$49/mo
- 250k events per month
- 30-day retention
- API exports
Growth
$199/mo
- 2M events per month
- Customer cost attribution
- Waste and cache reports
Scale
$799/mo, annual contract
- 20M events per month
- Customer budgets
- Margin floor enforcement
Enterprise
Contact sales
- SSO, SAML and SCIM
- Custom retention and SLA
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Cleanlab TLM
- No training on your data needed
- Scores outputs from any model
- Detailed tutorials for common use cases
- Pricing not published in the docs
- Adds latency to each LLM call
- Aimed at developers, not end users
P402
- Ties every AI dollar to an owner
- Works without storing prompt content
- Free sandbox for evaluation
- Scale tier requires an annual contract
- Some optimization features are still gated
- Overage fees on event volume
Which one should you choose?
Choose Cleanlab TLM if you want:
- No training on your data needed
- Scores outputs from any model
- Detailed tutorials for common use cases
Watch out: pricing not published in the docs.
Choose P402 if you want:
- Ties every AI dollar to an owner
- Works without storing prompt content
- Free sandbox for evaluation
Watch out: scale tier requires an annual contract.
Cleanlab TLM vs P402 FAQ
What is the difference between Cleanlab TLM and P402?
Cleanlab TLM: API that scores how trustworthy each LLM response is in real time. P402: Meters every AI API call to track cost, margin and budget by owner. Both are models & apis tools.
Is Cleanlab TLM or P402 cheaper?
Cleanlab TLM starts at See pricing page and P402 starts at $49/mo. Check both pricing pages for current plans.
Do Cleanlab TLM and P402 have free plans?
Cleanlab TLM: No, trial available. P402: Yes.
Who makes Cleanlab TLM?
Cleanlab TLM is made by Cleanlab, based in United States.
Who makes P402?
P402 is made by P402.
Which should I choose, Cleanlab TLM or P402?
Choose Cleanlab TLM if you value no training on your data needed and scores outputs from any model. Choose P402 if you value ties every ai dollar to an owner and works without storing prompt content.