Six of fourteen models named Planful first on the direct prompt; one named Vena. Both were named by all fourteen models and Planful carries 39 labels and Vena 30, so the shares are not directly comparable.
Named in ten 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, Planful and Vena were named in the same answer 245 times, of the 402 answers naming Planful and the 468 naming Vena. In those answers Vena took the first choice fourteen times and Planful twenty-two.
| 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. One of one in this category shown.
“Mid-Market Dedicated CPM / Consolidation Tools: Planful, Prophix, Vena Solutions, Fluence Technologies, LucaNet. (Great balance of powerful consolidation logic, fast implementation, and finance-team maintenance).” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Mid-Market Dedicated CPM / Consolidation Tools: Planful, Prophix, Vena Solutions, Fluence Technologies, LucaNet.” Gemini 3.5 Flash · scale 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.