Planful vs OneStream
Six of fourteen models named Planful first on the direct prompt; one named OneStream. Both were named by all fourteen models and Planful carries 39 labels and OneStream 42, 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 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.
By framing
PlanfulFirst choices, of fourteen modelsOneStream
Across every category in the November 2026 Edition, Planful and OneStream were named in the same answer 201 times, of the 402 answers naming Planful and the 583 naming OneStream. In those answers OneStream took the first choice forty-two times and Planful seventeen.
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 | | | |
Planful OneStream first choice named as an alternative argued againstblank: not namedEach cell is one answer, Planful on the left and OneStream on the right.The direct prompt
Planful first, OneStream an alternative
6 of 14 modelsOneStream was named in the answer but not as the choice, or not at all.OneStream first, Planful not the choice
1 of 14 modelsPlanful was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 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
Planful2%#11 of 14OneStream0%#14 of 14Planful17%#3 of 14OneStream4%#6 of 14OneStream67%#1 of 13Planful0%#8 of 13What the models said about Planful
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
What the models said about OneStream
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.