# Pump: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 12 models. Page: https://it-ai-index.com/vendors/pump/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cloud cost management | 2% | 15 | 50% | 2 |

## What the models said for it

- "Choose Pump.co if you spend over $5,000/month on AWS or GCP... 100% free to use." (Gemini 3.5 Flash, FinOps)

## And against it

- "Pump has experienced issues with customer support, slow response times, unfulfilled actions, and billing discrepancies" (Claude Haiku 4.5, FinOps)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.