# Helm: 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/finance/vendors/helm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 40 | 0% | 2 |

## What the models said for it

- "Low cost and intuitive drag-and-drop cash planning." (Gemini 3.5 Flash, Cash flow forecasting)

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 Helm, from 5 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- melio.com: 5
- takethehelm.app: 4
- youtube.com: 3
- drivetrain.ai: 2
- liveplan.com: 2
- tesorio.com: 2
- uschamber.com: 2
- cashflowfrog.com: 1
- dimercurioadvisors.com: 1
- farseer.com: 1

### Pages cited

- https://melio.com/blog/10-apps-to-help-you-predict-your-cash-flow: 5
- https://youtube.com/watch: 3
- https://drivetrain.ai/solutions/cash-flow-forecasting-software: 2
- https://liveplan.com/blog/managing/which-cash-flow-tracking-tool-actually-works-for-small-businesses: 2
- https://takethehelm.app/blog/the-6-best-cash-flow-management-software-tools-for-small-businesses: 2
- https://takethehelm.app/blog/the-top-5-cash-flow-forecasting-tools-for-small-businesses: 2
- https://tesorio.com/blog/best-cash-flow-forecasting-software-in-2026-reviewed-and-compared: 2
- https://uschamber.com/co/run/finance/cash-flow-visualizing-tools: 2

## Record

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