Eleven of fourteen models named Prophix first on the direct prompt; one named OneStream. Both were named by all fourteen models and Prophix carries 41 labels and OneStream 42, so the shares are not directly comparable.
Named in eight 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 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 OneStream were named in the same answer 138 times, of the 262 answers naming Prophix and the 583 naming OneStream. In those answers OneStream took the first choice thirty-three times and Prophix twenty.
| 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid starting with OneStream, Oracle EPM, or Anaplan unless the company has complex multinational requirements” Perplexity Sonar · budget prompt · hard negative
“Positioned as best for enterprise finance teams for deep, complex group structures with heavy automation... "the strongest third-party choice"” Muse Glimmer 30B · comparative prompt · first choice
“Best for large, complex enterprises that want consolidation + close + planning + reporting on one platform” GPT-5.4 mini · comparative prompt · first choice
“Best For: Complex global enterprises seeking a unified platform for consolidation, FP&A, and close management.” Gemini 3.5 Flash · comparative 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.