Cube vs QuickBooks Online
One of twelve models named Cube first on the direct prompt; zero named QuickBooks Online. Cube was named by seven of the twelve models and QuickBooks Online by nine and both carry 12 labels, so the shares below are directly comparable.
Named in nine categories this edition.
Named in eighteen categories this edition.
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 financial reporting and dashboards page.
By framing
CubeFirst choices, of twelve modelsQuickBooks Online
Every model, every framing
| 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 | |
Cube QuickBooks Online first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cube on the left and QuickBooks Online on the right.The direct prompt
Cube first, QuickBooks Online not the choice
1 of 12 modelsQuickBooks Online was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 of 12 modelsThe answer made no first choice from these two in this category.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
QuickBooks Online38%#1 of 11Cube0%#– of 11Cube2%#6 of 14QuickBooks Online2%#8 of 14Cube0%#– of 10QuickBooks Online0%#– of 10What the models said about Cube
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Go with Cube (if you want to keep Excel) or Pigment (if you want a modern, web-native planning tool)” Gemini 3.5 Flash · direct prompt · first choice
What the models said about QuickBooks Online
No label in this category carried a quote.
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.