Eleven of fourteen models named Prophix first on the direct prompt; zero named Datarails. Prophix was named by fourteen of the fourteen models and Datarails by ten and Prophix carries 41 labels and Datarails 19, so the shares are not directly comparable.
Named in eight 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 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 financial consolidation page.
Across every category in the November 2026 Edition, Prophix and Datarails were named in the same answer 100 times, of the 262 answers naming Prophix and the 406 naming Datarails. In those answers Datarails took the first choice nine times and Prophix eleven.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Enterprise solutions like Oracle Cloud EPM, OneStream, or Prophix start in the $24,000–$50,000+/year range, making them disproportionate” DeepSeek V4 Flash · budget prompt · soft negative
“If you need a quick, cost-effective, Excel-friendly solution → Vena or Prophix One (both have strong mid-market momentum and are known for rapid deployment).” MiniMax M2.5 · direct prompt · first choice
“Prophix One (Best Overall Value) ... Prophix leads the mid-market because it bundles consolidation, close management, and planning into one platform” Qwen 3.7 Flash · direct prompt · first choice
“Prophix: Strong for consolidation + FP&A; good for multi-entity, automation, and reporting. User-friendly for mid-size.” Grok 4.20 · scale prompt · first choice
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.