# FloQast vs Zoho Books: which do AI models recommend for account reconciliation, September 2026

Finance AI Recommendation Index, September 2026 Edition, Account reconciliation. Four of twelve models named FloQast first on the direct prompt; zero named Zoho Books. Page: https://finance-ai-index.com/accounting/account-reconciliation/floqast-vs-zoho-books/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| FloQast | 33% | #1 of 11 | 9% | 44 | 12 of 12 |
| Zoho Books | 6% | #5 of 11 | 0% | 10 | 9 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: floqast first (first choices: FloQast) (alternatives: BlackLine, Oracle Account Reconciliation Cloud, Trintech)
- Perplexity Sonar: floqast first (first choices: FloQast) (alternatives: Numeric, Prophix One)
- Grok 4.1 Fast: floqast first (first choices: FloQast) (alternatives: Numeric, Prophix One, Trintech Adra)
- Kimi K2: floqast first (first choices: FloQast, Numeric) (alternatives: Prophix One, Trintech Adra)
- Gemini 3.5 Flash: neither first, one named (first choices: Numeric, ZoneReconcile) (alternatives: FloQast, HighRadius, Trintech Adra)
- DeepSeek V4 Flash: neither first, one named (first choices: Numeric) (alternatives: FloQast, Trintech Adra)
- Qwen 3.7 Flash: neither first, one named (first choices: Trintech Adra) (alternatives: FloQast, Numeric, Prophix One)
- GLM 4.7 FlashX: neither first, one named (first choices: Numeric) (alternatives: FloQast, HighRadius, OneStream, Oracle Account Reconciliation Cloud, Prophix One, Ramp, Trintech Adra)
- Claude Haiku 4.5: neither named
- Mistral Small: neither named (first choices: HighRadius, Prophix One) (alternatives: Sage Intacct, Trintech Adra)
- Llama 4 Maverick: neither named
- MiniMax M2.5: neither named (first choices: Trintech Adra) (alternatives: Numeric, Ramp)

## What the models said about FloQast

- "only if you're a growing accounting team that can justify a custom-priced close/reconciliation platform; it does not publish simple per-user pricing" (GPT-5.4 mini, budget prompt, soft negative)
- "The best bank reconciliation automation for a mid-sized B2B company would be FloQast, Vic.ai, or US Tech Automations. FloQast is best for mid-market finance teams coordinating a close checklist" (Llama 4 Maverick, paraphrase prompt, first choice)
- "Choose FloQast if your primary pain point is team coordination, communication, and tracking who is doing what during the close." (Qwen 3.7 Flash, comparative prompt, first choice)

## What the models said about Zoho Books

- "The best account reconciliation software for a company with a limited budget is Zoho Books, as it is considered the best budget-friendly all-in-one suite." (Llama 4 Maverick, budget prompt, first choice)
- "Zoho Books is the best overall choice because it provides genuine bank reconciliation (with auto-matching and feeds) at $0 cost" (DeepSeek V4 Flash, budget 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.