# Joiin vs Fathom: which do AI models recommend for financial consolidation, October 2026

Finance AI Recommendation Index, October 2026 Edition, Financial consolidation. Zero of fourteen models named Joiin first on the direct prompt; zero named Fathom. Page: https://finance-ai-index.com/accounting/financial-consolidation/joiin-vs-fathom/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Joiin | 13% | #4 of 12 | 0% | 15 | 10 of 14 |
| Fathom | 2% | #8 of 12 | 0% | 10 | 9 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither named (first choices: Planful, Prophix) (alternatives: DOKKA, HighRadius, OneStream, Vena)
- GPT-5.4 mini: neither named (first choices: OneStream) (alternatives: Oracle Fusion Cloud EPM, Prophix)
- Gemini 3.5 Flash: neither named (first choices: Prophix) (alternatives: Anaplan Financial Consolidation, Lucanet, Planful, Vena)
- Perplexity Sonar: neither named (first choices: Prophix) (alternatives: Cube, HighRadius, Planful, Vena)
- Grok 4.1 Fast: neither named (first choices: Prophix) (alternatives: Centage Planning Maestro, Planful, SoftLedger, Vena)
- Mistral Small: neither named (first choices: Planful, Prophix) (alternatives: OneStream)
- DeepSeek V4 Flash: neither named (first choices: Planful, Prophix) (alternatives: Cube, FloQast)
- Llama 4 Maverick: neither named (first choices: Prophix) (alternatives: Bluecopa, Cubesoftware, HighRadius)
- Qwen 3.7 Flash: neither named (first choices: Prophix) (alternatives: Cube, OneStream, Pigment, Vena)
- Kimi K2: neither named (first choices: Fluence Technologies, Planful) (alternatives: Datarails, FloQast, Vena)
- GLM 4.7 FlashX: neither named (first choices: Prophix, Sage Intacct) (alternatives: Cube, FloQast, HighRadius, OneStream, Planful)
- MiniMax M2.5: neither named (first choices: Planful, Prophix) (alternatives: Fluence Technologies)
- GPT-6 Luna: neither named (first choices: Planful) (alternatives: Oracle NetSuite, Prophix, Vena)
- Muse Glimmer 30B: neither named (first choices: Prophix) (alternatives: Cube, Datarails, Fluence Technologies, Planful)

## What the models said about Joiin

- "Joiin is the clear winner... Go with Joiin if you just want to get your consolidated P&L and Balance Sheet done quickly, accurately, and for the lowest price possible." (Gemini 3.5 Flash, budget prompt, first choice)
- "Joiin - Starting at $23/month, specifically designed for small businesses and advisors with multi-entity consolidation needs. Highly rated (4.7/5)" (MiniMax M2.5, budget prompt, first choice)
- "Start with Joiin. It is purpose-built for multi-entity consolidation at the lowest price point" (Kimi K2, budget prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.