Prophix vs Planful
One of fourteen models named Prophix first on the direct prompt; three named Planful. Prophix was named by twelve of the fourteen models and Planful by fourteen and Prophix carries 34 labels and Planful 54, 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 FP&A platforms page.
By framing
ProphixFirst choices, of fourteen modelsPlanful
Across every category in the November 2026 Edition, Prophix and Planful were named in the same answer 158 times, of the 262 answers naming Prophix and the 402 naming Planful. In those answers Planful took the first choice fourteen times and Prophix twenty.
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 4.20 | | | | | | |
| 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 | | | | |
Prophix Planful first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prophix on the left and Planful on the right.The direct prompt
Prophix first, Planful not the choice
1 of 14 modelsPlanful was named in the answer but not as the choice, or not at all.Planful first, Prophix an alternative
3 of 14 modelsProphix was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
Prophix14%#2 of 14Planful7%#5 of 14Planful4%#6 of 14Prophix0%#13 of 14What the models said about Prophix
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Prophix often receives significantly fewer positive mentions and lower "positive-to-negative" ratios” Qwen 3.7 Flash · negative prompt · soft negative
What the models said about Planful
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“60% of FP&A professionals expressed criticism about Planful. Users report that "the planning feature was almost impossible to use".” Claude Haiku 4.5 · negative prompt · hard negative
“Avoid the mid-market "contact us" vendors (Anaplan, Workday Adaptive Planning, Pigment, Planful)” Kimi K2 · budget prompt · hard negative
“Planful is best for horizontal mid-market and enterprise finance teams that value packaged AI features and integrated FP&A plus close, and is a G2 Leader” Claude Haiku 4.5 · direct 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.