# Pump: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/pump

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud cost management](https://www.gane.ai/index/it/cloud/cloud-cost-management/index.md) | 0% | 25 | 0% | 4 |
| [Digital employee experience](https://www.gane.ai/index/it/operations/digital-employee-experience/index.md) | 0% | 129 | 0% | 1 |

## What the models said for it

- "Best Zero-Risk / Performance-Based Tools: ProsperOps or Pump" (Gemini 3.5 Flash, FinOps)
- "Pump (free view tier)" (GLM 4.7 FlashX, FinOps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Pump, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- pump.co: 5 (its own site)
- drdroid.io: 3
- finout.io: 3
- cloud.google.com: 2
- cloudaware.com: 2
- nops.io: 2
- securityboulevard.com: 2
- spendark.com: 2
- spotsaas.com: 2
- amnic.com: 1

### Pages cited

- https://pump.co/blog/multi-cloud-cost-management-tools: 4
- https://drdroid.io/engineering-tools/list-of-top-11-cloud-cost-management-platforms: 3
- https://finout.io/blog/best-cloud-cost-management-tools-for-continuous-improvement: 3
- https://cloud.google.com/cost-management: 2
- https://spotsaas.com/list/cloud-cost-management-software/for-small-business: 2
- https://amnic.com/blogs/cloud-cost-management-tools: 1
- https://blockonomi.com/dex-statistics-2026-volume-market-share-and-perp-data: 1
- https://caplight.com/company/pump-co: 1

## In its own words

What Pump's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: One platform to monitor, optimize, and manage your cloud. No engineering required. (https://pump.co/)
- For: teams (https://pump.co/)
- Price stated: free, at no cost to you (https://pump.co/)
- Starting price: $0 (https://www.pump.co/pricing)
- Free plan or trial: Sign up for free (https://pump.co/)
- Certifications: SOC 2
- Customers named: Usergems, Heo, Salesforge, Terra, Morphogen, Whalesync, Reality Defender, Beehiiv

## What it publishes

Every page pump.co exposes, read 2026-09-29: 2180 addresses. By kind, pages and the last 90 days:

- blog: 271 pages, 0 in the last 90 days, latest 2026-05-08
- case study: 18 pages, 17 in the last 90 days, latest 2026-09-29
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 33 pages, 33 in the last 90 days, latest 2026-09-29
- comparison: 86 pages, 56 in the last 90 days, latest 2026-09-29
- Recent: 2026-09-29 report or ebook: Create vpc aws https://www.pump.co/guides/create-vpc-aws
- Recent: 2026-09-29 report or ebook: Create zip file aws lambda https://www.pump.co/guides/create-zip-file-aws-lambda
- Recent: 2026-09-29 report or ebook: Delete ami aws https://www.pump.co/guides/delete-ami-aws
- Recent: 2026-09-29 report or ebook: Delete instance aws ec2 https://www.pump.co/guides/delete-instance-aws-ec2
- Recent: 2026-09-29 report or ebook: Download pem file aws https://www.pump.co/guides/download-pem-file-aws
- Recent: 2026-09-29 report or ebook: Host dynamic website aws https://www.pump.co/guides/host-dynamic-website-aws

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.