Prophix vs Datarails
Zero of twelve models named Prophix first on the direct prompt; one named Datarails. Prophix was named by nine of the twelve models and Datarails by twelve and Prophix carries 17 labels and Datarails 45, so the shares are not directly comparable.
Named in nine categories this edition.
Named in ten 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 FP&A platforms page.
By framing
ProphixFirst choices, of twelve modelsDatarails
Across every category in the September 2026 Edition, Prophix and Datarails were named in the same answer sixty-seven times, of the 168 answers naming Prophix and the 273 naming Datarails. In those answers Datarails took the first choice nine times and Prophix seven.
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 | |
Prophix Datarails first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prophix on the left and Datarails on the right.The direct prompt
Datarails first, Prophix an alternative
1 of 12 modelsProphix was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 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
Datarails2%#5 of 13Prophix0%#– of 13Prophix6%#7 of 16Datarails4%#8 of 16Prophix0%#– of 12Datarails0%#– of 12What the models said about Prophix
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Prophix (slow performance, limited functionality, steep learning curve)” GLM 4.7 FlashX · negative prompt · hard negative
“Be wary of mid-market tools (Centage, Datarails, Vena, Prophix) if you are a small business” Mistral Small · negative prompt · soft negative
What the models said about Datarails
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“The Pitfall (specifically Datarails): ... its pricing has risen significantly... the ROI may not add up.” Gemini 3.5 Flash · negative prompt · hard negative
“Avoid pricier ones like Jirav (~$10K/year), Cube/Datarails ($1K+/month)” Grok 4.1 Fast · budget prompt · hard negative
“Datarails is often the strongest all-around pick — Excel-based, strong consolidation and variance analysis, faster to ROI” DeepSeek V4 Flash · direct prompt · first choice
“Start with Datarails or Vena if your team is comfortable in Excel and wants minimal disruption” Kimi K2 · paraphrase prompt · first choice
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.