# LedgerUp vs Ordway: which do AI models recommend for revenue recognition, September 2026

Finance AI Recommendation Index, September 2026 Edition, Revenue recognition. Four of twelve models named LedgerUp first on the direct prompt; zero named Ordway. Page: https://finance-ai-index.com/accounting/revenue-recognition/ledgerup-vs-ordway/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| LedgerUp | 13% | #3 of 12 | 0% | 20 | 11 of 12 |
| Ordway | 4% | #6 of 12 | 0% | 11 | 7 of 12 |

## The direct prompt, model by model

- Perplexity Sonar: ledgerup first (first choices: LedgerUp) (alternatives: NetSuite Advanced Revenue Management, Sage Intacct, Younium)
- Mistral Small: ledgerup first (first choices: LedgerUp) (alternatives: Maxio, Sage Intacct, Synder RevRec)
- GLM 4.7 FlashX: ledgerup first (first choices: LedgerUp, NetSuite Advanced Revenue Management, RightRev) (alternatives: Alguna, Maxio, Sage Intacct, Zuora Revenue)
- MiniMax M2.5: ledgerup first (first choices: LedgerUp) (alternatives: BillingPlatform, NetSuite Advanced Revenue Management, RightRev, Sage Intacct)
- DeepSeek V4 Flash: neither first, one named (first choices: Sage Intacct) (alternatives: Chargebee RevRec, LedgerUp, Maxio, NetSuite Advanced Revenue Management, RightRev)
- Claude Haiku 4.5: neither named (first choices: Maxio) (alternatives: NetSuite Advanced Revenue Management, Sage Intacct)
- GPT-5.4 mini: neither named (first choices: Zuora Revenue) (alternatives: NetSuite Advanced Revenue Management)
- Gemini 3.5 Flash: neither named (first choices: RightRev) (alternatives: Chargebee, Leapfin, Maxio, NetSuite Advanced Revenue Management, Sage Intacct Revenue Recognition)
- Grok 4.1 Fast: neither named (first choices: Maxio) (alternatives: Chargebee RevenueStory, RightRev, Sage Intacct, Stripe Revenue Recognition, Zuora Revenue)
- Llama 4 Maverick: neither named (first choices: Maxio, Sage Intacct, Synder RevRec)
- Qwen 3.7 Flash: neither named (first choices: Sage Intacct) (alternatives: BlackLine, Maxio, Synder RevRec, Xactium)
- Kimi K2: neither named (first choices: Maxio) (alternatives: Chargebee RevRec, Sage Intacct)

## What the models said about LedgerUp

- "For most mid-market B2B SaaS companies, LedgerUp is the top recommendation due to its focus on data reconciliation and accuracy" (Mistral Small, direct prompt, first choice)
- "For most mid-market B2B companies, LedgerUp offers the best balance of automation, pricing" (MiniMax M2.5, direct prompt, first choice)
- "If you want a single practical recommendation, LedgerUp is the strongest fit" (Perplexity Sonar, direct prompt, first choice)

## What the models said about Ordway

- "If I had to pick one default recommendation for a typical mid-sized B2B company, I'd choose Ordway for the broadest mid-market fit" (Perplexity Sonar, paraphrase prompt, first choice)
- "Ordway (Best Overall for Mid-Sized Finance Teams)" (MiniMax M2.5, paraphrase prompt, first choice)
- "Maxio or Ordway \u2014 Best if you're primarily a subscription / recurring-revenue B2B company" (DeepSeek V4 Flash, paraphrase prompt, alternative)

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.