# CloudForecast: how AI models rank it, November 2026

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

## 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% | 37 | 0% | 1 |

## What the models said for it

- "*Best for Small Teams & Startups*" (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 | 0 | 0 |
| 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 | 1 | 0 | 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 | 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 CloudForecast, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- taloflow.ai: 6
- spendark.com: 5
- finout.io: 4
- cloudzero.com: 3
- community.nasscom.in: 3
- g2.com: 3
- spotsaas.com: 3
- aws.amazon.com: 2
- capterra.ie: 2
- cloudforecast.io: 2 (its own site)

### Pages cited

- https://taloflow.ai/guides/categories/cloud-cost-management: 6
- https://spendark.com/blog/cloud-cost-tools-small-business: 5
- https://finout.io/blog/best-cloud-cost-management-tools-for-continuous-improvement: 4
- https://community.nasscom.in/communities/cloud-computing/cloud-cost-management-tools-5-options-control-cloud-spending: 3
- https://spotsaas.com/list/cloud-cost-management-software/for-small-business: 3
- https://capterra.ie/software/184688/cloudforecast: 2
- https://cloudforecast.io/: 2
- https://cloudforecast.io/pricing: 2

## In its own words

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

- Positioning: Cloud spend visibility tool (https://www.cloudforecast.io/)
- For: Trusted by SRE, DevOps, and Platform teams that need daily spend clarity (https://www.cloudforecast.io/)
- Price stated: Flat, Predictable Pricing; Transparent flat rates with no percent-of-savings fees. SSO included without hidden charges. (https://www.cloudforecast.io/)
- Starting price: 0 (https://www.cloudforecast.io/pricing)
- Free plan or trial: Start Free Trial (https://www.cloudforecast.io/)
- Customers named: One More Cloud, Kevel, Coffee Meets Bagel

## What it publishes

Every page cloudforecast.io exposes, read 2026-10-05: 176 addresses. By kind, pages and the last 90 days:

- blog: 111 pages, 2 in the last 90 days, latest 2026-08-21
- case study: 6 pages, 0 in the last 90 days, latest 2026-04-30
- conference or event: 2 pages, 0 in the last 90 days, latest 2023-05-03
- report or ebook: 3 pages, 0 in the last 90 days, latest 2026-02-26
- comparison: 6 pages, 0 in the last 90 days, latest 2025-12-11
- template or tool: 1 pages, 0 in the last 90 days, latest 2025-02-25
- Recent: 2026-08-21 blog: Aws bedrock pricing https://www.cloudforecast.io/blog/aws-bedrock-pricing
- Recent: 2026-08-21 blog: Aws edp guide https://www.cloudforecast.io/blog/aws-edp-guide
- Recent: 2026-04-30 case study: How bonsai leverages slack reports https://www.cloudforecast.io/success-stories/how-bonsai-leverages-slack-reports
- Recent: 2026-04-30 case study: How cmb save money with cloudforecast https://www.cloudforecast.io/success-stories/how-cmb-save-money-with-cloudforecast
- Recent: 2026-04-08 case study: Dynatas devops sre team leverages https://www.cloudforecast.io/success-stories/dynatas-devops-sre-team-leverages
- Recent: 2026-04-08 case study: 32 annualized savings groundtruth optimizes aws spend with cloudforecast https://www.cloudforecast.io/success-stories/32-annualized-savings-groundtruth-optimizes-aws-spend-with-cloudforecast

## 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.