# Fathom vs QuickBooks Online: which do AI models recommend for financial reporting, September 2026

Finance AI Recommendation Index, September 2026 Edition, Financial reporting and dashboards. Zero of twelve models named Fathom first on the direct prompt; zero named QuickBooks Online. Page: https://finance-ai-index.com/planning/financial-reporting-and-dashboards/fathom-vs-quickbooks-online/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Fathom | 12% | #2 of 14 | 24% | 17 | 11 of 12 |
| QuickBooks Online | 2% | #8 of 14 | 25% | 12 | 9 of 12 |

## The direct prompt, model by model

- Qwen 3.7 Flash: neither first, one named (first choices: Sage Intacct) (alternatives: Fathom, Looker Studio, Microsoft Dynamics 365 Business Central, Oracle NetSuite, Planful, Vena)
- Claude Haiku 4.5: neither named (first choices: Sage Intacct, Vena) (alternatives: Datarails, FineReport, Maxio, Oracle NetSuite, Planful)
- GPT-5.4 mini: neither named (first choices: Sage Intacct) (alternatives: Oracle NetSuite)
- Gemini 3.5 Flash: neither named (first choices: Cube, Pigment) (alternatives: Aleph, Datarails, Oracle NetSuite, Planful, Sage Intacct)
- Perplexity Sonar: neither named (first choices: Sage Intacct) (alternatives: Datarails, Prophix, Vena)
- Grok 4.1 Fast: neither named (first choices: Sage Intacct) (alternatives: Datarails, Vena)
- Mistral Small: neither named (first choices: Sage Intacct) (alternatives: Fairview, Vena)
- DeepSeek V4 Flash: neither named (first choices: Sage Intacct) (alternatives: Datarails, Maxio, Oracle NetSuite, Vena)
- Llama 4 Maverick: neither named (first choices: Sage Intacct)
- Kimi K2: neither named (first choices: Sage Intacct, Vena) (alternatives: Cube, Datarails)
- GLM 4.7 FlashX: neither named (first choices: Datarails, Vena) (alternatives: Cube, HighRadius, Sage Intacct, Workday Adaptive Planning)
- MiniMax M2.5: neither named (first choices: Sage Intacct) (alternatives: Cube, Microsoft Dynamics 365 Finance, Oracle NetSuite, Workday Adaptive Planning)

## What the models said about Fathom

- "Avoid pricier tools like Fathom ($53/mo) unless needed." (Grok 4.1 Fast, budget prompt, hard negative)
- "Avoid this if you already have a senior financial controller who needs complex driver-based modeling; this is more of a "reporting" tool" (Qwen 3.7 Flash, paraphrase prompt, soft negative)
- "dedicated FP&A/reporting tools like Fathom or specialized platforms (which are pricier, typically $50+/mo and aimed at mid-market)" (DeepSeek V4 Flash, budget prompt, soft negative)
- "For most mid-sized B2B companies, Fathom delivers the best balance of speed, accounting integration, and value." (DeepSeek V4 Flash, paraphrase prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.