Revenue recognition · September 2026 Edition
LedgerUp vs QuickBooks Online
Four of twelve models named LedgerUp first on the direct prompt; zero named QuickBooks Online. LedgerUp was named by eleven of the twelve models and QuickBooks Online by ten and LedgerUp carries 20 labels and QuickBooks Online 17, so the shares are not directly comparable.
Named in three categories this edition.
Named in eighteen categories this edition.
First-choice share13%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%41%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 12; printed, not drawn.
Labels2017A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LedgerUp reading right to left. Rank and label count are printed, not drawn.Sage Intacct was named alongside these two in ten of the twelve direct answers. Maxio vs LedgerUp · Maxio vs QuickBooks Online · 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.
LedgerUpFirst choices, of twelve modelsQuickBooks Online
Direct40
Paraphrase20
Comparative00
Budget-constrained031 against QuickBooks Online
Scale-constrained00
Negative006 against QuickBooks Online
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 LedgerUp and QuickBooks Online 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 | | | | |
LedgerUp QuickBooks Online first choice named as an alternative argued againstblank: not namedEach cell is one answer, LedgerUp on the left and QuickBooks Online on the right.The direct prompt
The plain question, one answer per model, grouped by where LedgerUp and QuickBooks Online stood in it.
LedgerUp first, QuickBooks Online not the choice
4 of 12 modelsQuickBooks Online was named in the answer but not as the choice, or not at all.Perplexity SonarLedgerUp alternatives: NetSuite Advanced Revenue Management, Sage Intacct, Younium
Mistral SmallLedgerUp alternatives: Maxio, Sage Intacct, Synder RevRec
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 the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.DeepSeek V4 FlashSage Intacct alternatives: Chargebee RevRec, LedgerUp, Maxio, NetSuite Advanced Revenue Management, RightRev
Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Maxio alternatives: NetSuite Advanced Revenue Management, Sage Intacct
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
Grok 4.1 FastMaxio alternatives: Chargebee RevenueStory, RightRev, Sage Intacct, Stripe Revenue Recognition, Zuora Revenue
Llama 4 MaverickMaxio, Sage Intacct, Synder RevRec
Qwen 3.7 FlashSage Intacct alternatives: BlackLine, Maxio, Synder RevRec, Xactium
Kimi K2Maxio alternatives: Chargebee RevRec, Sage Intacct
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
QuickBooks Online leads by eight points.
QuickBooks Online10%#2 of 14LedgerUp2%#– of 14Mid-marketThe figures above
The order flips: LedgerUp leads at mid-market.
LedgerUp13%#3 of 12QuickBooks Online6%#4 of 12Enterprise
Level: the same share of first choices.
LedgerUp0%#– of 8QuickBooks Online0%#– of 8What the models said about LedgerUp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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 QuickBooks Online
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“do not offer native, robust revenue recognition engines that meet full GAAP standards out-of-the-box ... Why to Avoid” Qwen 3.7 Flash · negative prompt · hard negative
“Basic Accounting Tools Without Native RevRec (QuickBooks, Xero) – Avoid for Complex Needs” Grok 4.1 Fast · negative prompt · hard negative
Also compared
Maxio vs LedgerUpMaxio vs QuickBooks OnlineSage Intacct vs LedgerUpSage Intacct vs QuickBooks OnlineLedgerUp vs RightRevLedgerUp vs OrdwayLedgerUp vs NetSuite Advanced Revenue ManagementLedgerUp vs BillingPlatformQuickBooks Online vs RightRevQuickBooks Online vs OrdwayQuickBooks Online vs NetSuite Advanced Revenue ManagementQuickBooks Online 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.