# FloQast vs ReconArt: which do AI models recommend for account reconciliation, October 2026

Finance AI Recommendation Index, October 2026 Edition, Account reconciliation. Eight of fourteen models named FloQast first on the direct prompt; zero named ReconArt. Page: https://finance-ai-index.com/accounting/account-reconciliation/floqast-vs-reconart/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| FloQast | 33% | #1 of 12 | 9% | 43 | 14 of 14 |
| ReconArt | 2% | #8 of 12 | 0% | 16 | 10 of 14 |

## The direct prompt, model by model

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

## What the models said about FloQast

- "Some of the tools mentioned include FloQast, BlackLine, and AutoRek, which can be effective but may require additional time to address discrepancies." (Llama 4 Maverick, negative prompt, soft negative)
- "Excellent for collaboration, close-management, and balance sheet substantiation. It integrates deeply with Excel, making adoption incredibly easy" (Gemini 3.5 Flash, scale prompt, first choice)
- "Most mid-market B2B companies find that FloQast or Trintech Adra provide the best balance of features, ease of use, and value for money." (GLM 4.7 FlashX, direct prompt, first choice)

## What the models said about ReconArt

- "If you need specialized, high-volume automation: Start with ReconArt at ~$300/month." (GLM 4.7 FlashX, paraphrase prompt, first choice)
- "For large, complex, or high-volume reconciliations: ReconArt or BlackLine." (Mistral Small, comparative prompt, first choice)
- "a solid choice for medium to large businesses that need stronger reconciliation specialization" (Perplexity Sonar, paraphrase prompt, alternative)

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.