Eight of twelve models named Datarails first on the direct prompt; zero named Planful. Datarails was named by eleven of the twelve models and Planful by eleven and Datarails carries 21 labels and Planful 18, so the shares are not directly comparable.
Named in ten 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 modeling and scenario planning page.
Across every category in the September 2026 Edition, Datarails and Planful were named in the same answer 113 times, of the 273 answers naming Datarails and the 306 naming Planful. In those answers Planful took the first choice seven times and Datarails 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 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Three of three in this category shown.
“Avoid pricier dedicated tools like Finmark ($50+/month) or Datarails until revenue grows” Grok 4.1 Fast · budget prompt · hard negative
“Datarails is widely considered the best financial modeling software for most mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“If you rely heavily on Excel and want a seamless transition, Datarails is the top pick.” Mistral Small · direct 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.