# Stimulir (stimulir.com)

Records each model call through its gateway, scores prompt and model changes on that real traffic, and ships fixes only after approval.

- Atlas card: https://inite.ai/en/atlas/stimulir.com
- Site: https://stimulir.com
- For: teams with a live AI feature who need to evaluate and improve prompts on real traffic
- Categories: dev
- Use 33/100 · alive 100/100

## Used for

- compare prompt versions on captured production traffic
- trace and filter every model call by use case
- review a proposed fix before it ships

## Price

- from 50 USD/month, free plan (read 2026-10-21 on https://stimulir.com/#pricing)

## For developers

None found.
- Read 2026-10-21

## Your data

- Certifications stated: none
- Read 2026-10-21

---

Source: INITE Atlas, https://inite.ai/en/atlas/stimulir.com. JSON: https://inite.ai/api/atlas/stimulir.com. MCP: https://inite.ai/api/mcp (atlas_lookup).