# Rillet vs Vic.ai: which do AI models recommend for AI accounting assistants, October 2026

Finance AI Recommendation Index, October 2026 Edition, AI accounting assistants. Three of fourteen models named Rillet first on the direct prompt; two named Vic.ai. Page: https://finance-ai-index.com/accounting/ai-accounting-assistants/rillet-vs-vic-ai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Rillet | 11% | #2 of 17 | 6% | 17 | 11 of 14 |
| Vic.ai | 9% | #4 of 17 | 7% | 30 | 13 of 14 |

## The direct prompt, model by model

- Perplexity Sonar: rillet first (first choices: Rillet, Sage Intacct) (alternatives: Vic.ai, Zeni)
- DeepSeek V4 Flash: rillet first (first choices: Rillet) (alternatives: Digits, Pilot, Sage Intacct)
- Muse Glimmer 30B: rillet first (first choices: Rillet) (alternatives: Sage Intacct)
- Mistral Small: vic.ai first (first choices: Vic.ai) (alternatives: Oracle NetSuite, Sage Intacct)
- Llama 4 Maverick: vic.ai first (first choices: Vic.ai) (alternatives: BILL, Oracle NetSuite, Sage Intacct)
- Claude Haiku 4.5: neither first, one named (first choices: Sage Intacct) (alternatives: Ramp Accounting Agent, Rillet, Xero)
- Gemini 3.5 Flash: neither first, one named (first choices: Truewind) (alternatives: Numeric, Ramp Accounting Agent, Stampli, Vic.ai)
- Qwen 3.7 Flash: neither first, one named (first choices: Sage Intacct) (alternatives: BlackLine, Bluecopa, Oracle NetSuite, Vic.ai)
- Kimi K2: neither first, one named (first choices: Sage Intacct) (alternatives: BILL, Oracle NetSuite, Ramp Accounting Agent, Rillet)
- GLM 4.7 FlashX: neither first, one named (first choices: Sage Intacct, Xero) (alternatives: Oracle NetSuite, Ramp Accounting Agent, Rillet)
- MiniMax M2.5: neither first, one named (first choices: Sage Intacct) (alternatives: Booke AI, Oracle NetSuite, Vic.ai)
- GPT-5.4 mini: neither named (first choices: Sage Intacct) (alternatives: FloQast, HighRadius)
- Grok 4.1 Fast: neither named (first choices: Sage Intacct) (alternatives: Oracle NetSuite, Xero)
- GPT-6 Luna: neither named (first choices: Sage Intacct) (alternatives: Intuit Enterprise Suite, Oracle NetSuite)

## What the models said about Rillet

- "worth evaluating ... However, migration effort is a real cost, so weigh that carefully." (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "the strongest recommendation for an AI-driven accounting solution is Rillet, specifically leveraging its Aura AI agents." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "Tools like Rillet, which pair AI with human oversight and a full audit trail, are safer choices." (Mistral Small, negative prompt, first choice)
- "Rillet with Aura AI agents is the most purpose-built AI agent layer for accounting tasks" (Muse Glimmer 30B, paraphrase prompt, first choice)

## What the models said about Vic.ai

- "Both claim up to 95% autonomy for AP tasks and bookkeeping, but these figures should be treated as marketing claims rather than guarantees." (Mistral Small, negative prompt, soft negative)
- "Overhyped Autonomy Claims (e.g., Booke AI, Vic.ai claiming 95% hands-off)" (Grok 4.1 Fast, negative prompt, soft negative)
- "1. Vic.ai - Autonomous AP at real enterprise invoice volume, with invoice coding cost drops from ~$12 to under $2 each." (Llama 4 Maverick, paraphrase prompt, first choice)
- "Vic.ai is often cited as the best AI-driven tool for bookkeeping, especially for AP automation" (Mistral Small, direct prompt, first choice)
- "I'd recommend Vic.ai as a top choice for a mid-sized B2B company" (MiniMax M2.5, paraphrase 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.