# PointFive: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/pointfive

## 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% | 80 | 100% | 2 |

## And against it

- "Recent G2 review summaries for PointFive and IBM Cloudability call out inadequate reporting and missing critical data" (GPT-5.4 mini, FinOps)
- "reported $650K/month usage cost for this tool, requiring "considerable effort to break even."" (DeepSeek V4 Flash, 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 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named PointFive, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- aws.amazon.com: 2
- community.nasscom.in: 2
- marketplace.atlassian.com: 2
- peerspot.com: 2
- reddit.com: 2
- capterra.co.uk: 1
- cloudaware.com: 1
- cloudsanalytics.ai: 1
- daily.dev: 1

### Pages cited

- https://g2.com/categories/cloud-cost-management: 3
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-h77jedsmpzs4k: 2
- https://community.nasscom.in/communities/cloud-computing/cloud-cost-management-tools-5-options-control-cloud-spending: 2
- https://g2.com/products/flexera-one/reviews: 2
- https://g2.com/products/ibm-cloudability/reviews: 2
- https://marketplace.atlassian.com/apps/1219147/apptio-cloudability: 2
- https://reddit.com/r/AZURE/comments/1l2bsip/cloud_cost_optimization_platforms_that_dont_suck: 2
- https://aws.amazon.com/marketplace/reviews/reviews-list/B097S1CG3G/review/7dd2282f-c2b0-382d-9012-c8ab126b8080: 1

## In its own words

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

- Positioning: Agentic FinOps Platform for Cloud, Data & AI (https://pointfive.co/)
- For: enterprises (https://pointfive.co/)
- Integrations claimed: 40 (https://pointfive.co/)
- Certifications: SOC 2 Type II, ISO 27001, GDPR, CCPA, CPRA
- Hosting: Tel Aviv, New York, Boston, Denver, United States
- Customers named: Blackhawk Network, Dolby, Fanatics Commerce, Net Health, Nubank, PwC, Deloitte

## What it publishes

Every page pointfive.co exposes, read 2026-09-29: 1129 addresses. By kind, pages and the last 90 days:

- blog: 94 pages, 10 in the last 90 days, latest 2026-09-02
- case study: 8 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 21 pages, 6 in the last 90 days, latest 2026-09-23
- report or ebook: 41 pages, 25 in the last 90 days, latest 2026-08-26
- comparison: 20 pages, 17 in the last 90 days, latest 2026-09-29
- news or press: 14 pages, 2 in the last 90 days, latest 2026-08-06
- Recent: 2026-09-29 comparison: Adaptive6 https://www.pointfive.co/compare/adaptive6
- Recent: 2026-09-29 comparison: Aws cost explorer https://www.pointfive.co/compare/aws-cost-explorer
- Recent: 2026-09-29 comparison: Azure advisor https://www.pointfive.co/compare/azure-advisor
- Recent: 2026-09-29 comparison: Cast ai https://www.pointfive.co/compare/cast-ai
- Recent: 2026-09-29 comparison: Cloudability https://www.pointfive.co/compare/cloudability
- Recent: 2026-09-29 comparison: Cloudhealth https://www.pointfive.co/compare/cloudhealth

## 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.