# Numeric vs Sage Intacct: which do AI models recommend for account reconciliation, October 2026

Finance AI Recommendation Index, October 2026 Edition, Account reconciliation. Two of fourteen models named Numeric first on the direct prompt; zero named Sage Intacct. Page: https://finance-ai-index.com/accounting/account-reconciliation/numeric-vs-sage-intacct/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Numeric | 10% | #3 of 12 | 0% | 37 | 12 of 14 |
| Sage Intacct | 4% | #7 of 12 | 6% | 18 | 11 of 14 |

## The direct prompt, model by model

- Qwen 3.7 Flash: numeric first (first choices: FloQast, Numeric) (alternatives: Oracle NetSuite, Sage Intacct, Trintech Adra)
- Kimi K2: numeric first (first choices: FloQast, Numeric) (alternatives: Sage Intacct, Trintech Adra)
- Claude Haiku 4.5: neither first, one named (first choices: Trintech Adra) (alternatives: FloQast, Numeric, Prophix One)
- Gemini 3.5 Flash: neither first, one named (first choices: FloQast) (alternatives: BlackLine, Numeric, Trintech Adra, ZoneReconcile)
- Perplexity Sonar: neither first, one named (first choices: Trintech Adra) (alternatives: Bluecopa, DOKKA, Numeric, Oracle Fusion Cloud EPM, Prophix One, ReconArt)
- Grok 4.1 Fast: neither first, one named (first choices: FloQast) (alternatives: Numeric, Trintech Adra)
- DeepSeek V4 Flash: neither first, one named (first choices: FloQast) (alternatives: Numeric, Sage Intacct, Trintech Adra)
- Llama 4 Maverick: neither first, one named (first choices: Trintech Adra) (alternatives: Oracle NetSuite, Ramp, Sage Intacct)
- MiniMax M2.5: neither first, one named (first choices: Trintech Adra, Xenett) (alternatives: Numeric, Sage Intacct, ZoneReconcile)
- GPT-6 Luna: neither first, one named (first choices: FloQast) (alternatives: Numeric, Trintech Adra)
- Muse Glimmer 30B: neither first, one named (first choices: FloQast) (alternatives: Sage Intacct, Trintech Adra)
- GPT-5.4 mini: neither named (first choices: BlackLine) (alternatives: FloQast, Trintech Adra)
- Mistral Small: neither named (first choices: HighRadius) (alternatives: BlackLine, FloQast, Trintech)
- GLM 4.7 FlashX: neither named (first choices: FloQast, Trintech) (alternatives: BlackLine, HighRadius, Prophix One)

## What the models said about Numeric

- "prioritize tools with easy setup, AI matching, and compliance (e.g., for mid-market: Numeric or simpler options)" (Grok 4.1 Fast, negative prompt, first choice)
- "I'd suggest starting with Numeric if you want modern AI-driven automation at a more accessible price point" (Kimi K2, 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.