Sage Intacct vs Fathom
One of twelve models named Sage Intacct first on the direct prompt; zero named Fathom. Sage Intacct was named by ten of the twelve models and Fathom by nine and Sage Intacct carries 14 labels and Fathom 13, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in nine 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 consolidation page.
By framing
Sage IntacctFirst choices, of twelve modelsFathom
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 | |
Sage Intacct Fathom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sage Intacct on the left and Fathom on the right.The direct prompt
Sage Intacct first, Fathom an alternative
1 of 12 modelsFathom was named in the answer but not as the choice, or not at all.Neither was named
11 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
Fathom14%#2 of 10Sage Intacct2%#8 of 10Sage Intacct19%#3 of 13Fathom2%#7 of 13Sage Intacct0%#– of 11Fathom0%#– of 11What 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.
“Avoid spreadsheets or full ERPs like NetSuite/Sage Intacct—they're error-prone or too expensive” Grok 4.1 Fast · budget prompt · hard negative
“avoid ... heavy ERP replacements (like NetSuite or Sage Intacct)” Gemini 3.5 Flash · budget prompt · hard negative
What the models said about Fathom
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.