Revenue recognition · September 2026 Edition
Sage Intacct vs Ordway
Three of twelve models named Sage Intacct first on the direct prompt; zero named Ordway. Sage Intacct was named by twelve of the twelve models and Ordway by seven and Sage Intacct carries 31 labels and Ordway 11, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in one category this edition.
First-choice share15%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 12; printed, not drawn.
Labels3111A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sage Intacct reading right to left. Rank and label count are printed, not drawn.Maxio was named alongside these two in nine of the twelve direct answers. Maxio vs Sage Intacct · Maxio vs Ordway · Sage Intacct vs LedgerUp
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; every quote names the model and the prompt it came from. Both figures come from the revenue recognition page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Sage IntacctFirst choices, of twelve modelsOrdway
Direct30
Paraphrase42
Comparative00
Budget-constrained002 against Sage Intacct
Scale-constrained00
Negative102 against Sage Intacct
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Sage Intacct and Ordway stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | |
Sage Intacct Ordway first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sage Intacct on the left and Ordway on the right.The direct prompt
The plain question, one answer per model, grouped by where Sage Intacct and Ordway stood in it.
Sage Intacct first, Ordway not the choice
3 of 12 modelsOrdway was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashSage Intacct alternatives: Chargebee RevRec, LedgerUp, Maxio, NetSuite Advanced Revenue Management, RightRev
Llama 4 MaverickMaxio, Sage Intacct, Synder RevRec
Qwen 3.7 FlashSage Intacct alternatives: BlackLine, Maxio, Synder RevRec, Xactium
Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Maxio alternatives: NetSuite Advanced Revenue Management, Sage Intacct
Perplexity SonarLedgerUp alternatives: NetSuite Advanced Revenue Management, Sage Intacct, Younium
Grok 4.1 FastMaxio alternatives: Chargebee RevenueStory, RightRev, Sage Intacct, Stripe Revenue Recognition, Zuora Revenue
Mistral SmallLedgerUp alternatives: Maxio, Sage Intacct, Synder RevRec
Kimi K2Maxio alternatives: Chargebee RevRec, Sage Intacct
GLM 4.7 FlashXLedgerUp, NetSuite Advanced Revenue Management, RightRev alternatives: Alguna, Maxio, Sage Intacct, Zuora Revenue
MiniMax M2.5LedgerUp alternatives: BillingPlatform, NetSuite Advanced Revenue Management, RightRev, Sage Intacct
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniZuora Revenue alternatives: NetSuite Advanced Revenue Management
Gemini 3.5 FlashRightRev alternatives: Chargebee, Leapfin, Maxio, NetSuite Advanced Revenue Management, Sage Intacct Revenue Recognition
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Ordway leads by four points.
Ordway4%#– of 14Sage Intacct0%#11 of 14Mid-marketThe figures above
The order flips: Sage Intacct leads at mid-market.
Sage Intacct15%#2 of 12Ordway4%#6 of 12Enterprise
Level: the same share of first choices.
Sage Intacct0%#– of 8Ordway0%#– of 8What the models said about Sage Intacct
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Jumping straight to enterprise tools like Sage Intacct or Zuora would blow most limited budgets.” DeepSeek V4 Flash · budget prompt · hard negative
“If you use a Tier 1 ERP (like Oracle NetSuite or Sage Intacct), they will often claim they have native revenue recognition. However, their standard packages are frequently too basic.” Gemini 3.5 Flash · negative prompt · soft negative
What the models said about Ordway
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Also compared
Maxio vs Sage IntacctMaxio vs OrdwaySage Intacct vs LedgerUpSage Intacct vs QuickBooks OnlineSage Intacct vs RightRevSage Intacct vs NetSuite Advanced Revenue ManagementSage Intacct vs BillingPlatformLedgerUp vs OrdwayQuickBooks Online vs OrdwayRightRev vs OrdwayOrdway vs NetSuite Advanced Revenue ManagementOrdway vs BillingPlatformAll twenty-eight head-to-head pages and the full revenue recognition standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.