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AI accounting assistants · November 2026 Edition
QuickBooks Online vs Ramp Accounting Agent
Two of fourteen models named QuickBooks Online first on the direct prompt; zero named Ramp Accounting Agent. QuickBooks Online was named by fourteen of the fourteen models and Ramp Accounting Agent by eleven and QuickBooks Online carries 39 labels and Ramp Accounting Agent 18, so the shares are not directly comparable.
Named in twenty-three categories this edition.
Named in one category this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 15; printed, not drawn.
Labels3918A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, QuickBooks Online reading right to left. Rank and label count are printed, not drawn.Rillet was named alongside these two in ten of the fourteen direct answers. Zoho Books vs QuickBooks Online · Zoho Books vs Ramp Accounting Agent · Rillet vs QuickBooks Online
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; every quote names the model and the prompt it came from. Both figures come from the AI accounting assistants page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
QuickBooks OnlineFirst choices, of fourteen modelsRamp Accounting Agent
Direct201 against QuickBooks Online
Paraphrase022 against QuickBooks Online
Comparative50
Budget-constrained101 against QuickBooks Online
Scale-constrained00
Negative103 against QuickBooks Online
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where QuickBooks Online and Ramp Accounting Agent 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 4.20 | | | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | |
QuickBooks Online Ramp Accounting Agent first choice named as an alternative argued againstblank: not namedEach cell is one answer, QuickBooks Online on the left and Ramp Accounting Agent on the right.The direct prompt
The plain question, one answer per model, grouped by where QuickBooks Online and Ramp Accounting Agent stood in it.
QuickBooks Online first, Ramp Accounting Agent not the choice
2 of 14 modelsRamp Accounting Agent was named in the answer but not as the choice, or not at all.GPT-5.4 miniIntuit Enterprise Suite, QuickBooks Online alternatives: BILL, Botkeeper, Campfire, Vic.ai
MiniMax M2.5QuickBooks Online alternatives: DualEntry, Netgain, Vic.ai
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashVic.ai alternatives: Numeric, Ramp Accounting Agent, Stampli, Tabs, Trullion, Zone & Co
Kimi K2Rillet alternatives: QuickBooks with AI, Ramp Accounting Agent, Sage Intacct
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5DualEntry alternatives: Campfire, Rillet, Sage Intacct
Perplexity SonarSage Intacct alternatives: Booke AI, Rillet, Vic.ai, Zeni
Grok 4.20Rillet alternatives: Sage Intacct
Mistral SmallRillet, Sage Intacct alternatives: Microsoft Dynamics 365 Business Central
DeepSeek V4 FlashRillet alternatives: Digits, Zeni
Llama 4 MaverickSage Intacct alternatives: Microsoft Dynamics 365 Business Central, Rillet, Zeni
Qwen 3.7 FlashRillet alternatives: Vic.ai, Zeni
GLM 4.7 FlashXRillet alternatives: Booke AI, Docyt
GPT-6 LunaSage Intacct alternatives: Numeric, Oracle NetSuite
Muse Glimmer 30BSage Intacct alternatives: Microsoft Dynamics 365 Business Central, Rillet
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 twenty-four points.
QuickBooks Online24%#1 of 16Ramp Accounting Agent0%#14 of 16Mid-marketThe figures above
QuickBooks Online leads by two points.
QuickBooks Online6%#4 of 15Ramp Accounting Agent4%#8 of 15Enterprise
The order flips: Ramp Accounting Agent leads at enterprise.
Ramp Accounting Agent2%#– of 13QuickBooks Online0%#13 of 13What 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.
“found it gave wrong or irrelevant answers on more than half of them ... users report no way to turn it off” DeepSeek V4 Flash · negative prompt · hard negative
“If you want the most broad, integrated AI feature set for SMBs, QuickBooks currently stands out from the product pages I checked.” GPT-5.4 mini · comparative prompt · first choice
What the models said about Ramp Accounting Agent
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend Ramp if you want an immediate, low-friction win with measurable ROI” DeepSeek V4 Flash · paraphrase prompt · first choice
“I'd recommend Ramp as the starting point” Kimi K2 · paraphrase prompt · first choice
“Ramp + QuickBooks combination if you want best-in-class spend management with solid bookkeeping” Kimi K2 · direct prompt · alternative
Also compared
Zoho Books vs QuickBooks OnlineZoho Books vs Ramp Accounting AgentRillet vs QuickBooks OnlineRillet vs Ramp Accounting AgentSage Intacct vs QuickBooks OnlineSage Intacct vs Ramp Accounting AgentQuickBooks Online vs NumericQuickBooks Online vs Vic.aiQuickBooks Online vs XeroNumeric vs Ramp Accounting AgentVic.ai vs Ramp Accounting AgentXero vs Ramp Accounting AgentAll twenty-eight head-to-head pages and the full AI accounting assistants 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.