Workday Adaptive Planning vs Vena
One of fourteen models named Workday Adaptive Planning first on the direct prompt; one named Vena. Both were named by all fourteen models and Workday Adaptive Planning carries 62 labels and Vena 49, so the shares are not directly comparable.
Named in seven 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
Workday Adaptive PlanningFirst choices, of fourteen modelsVena
Across every category in the November 2026 Edition, Workday Adaptive Planning and Vena were named in the same answer 235 times, of the 498 answers naming Workday Adaptive Planning and the 468 naming Vena. In those answers Vena took the first choice twelve times and Workday Adaptive Planning twenty-three.
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 | | | | |
Workday Adaptive Planning Vena first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workday Adaptive Planning on the left and Vena on the right.The direct prompt
Workday Adaptive Planning first, Vena an alternative
1 of 14 modelsVena was named in the answer but not as the choice, or not at all.Vena first, Workday Adaptive Planning an alternative
1 of 14 modelsWorkday Adaptive Planning was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.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
Workday Adaptive Planning0%#16 of 17Vena0%#15 of 17Workday Adaptive Planning7%#6 of 14Vena5%#7 of 14Workday Adaptive Planning11%#3 of 14Vena2%#10 of 14What the models said about Workday Adaptive Planning
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid the mid-market "contact us" vendors (Anaplan, Workday Adaptive Planning, Pigment, Planful)” Kimi K2 · budget prompt · hard negative
“Workday Adaptive Planning and Prophix One are the most recommended due to their balance of functionality, scalability, and user-friendliness” Mistral Small · paraphrase prompt · first choice
What the models said about Vena
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Extremely slow performance (e.g., single-cell updates taking 20+ minutes)... many call it "the worst decision"” Grok 4.20 · negative prompt · hard negative
“Vena is criticized mainly for scalability and being Excel-in-the-cloud” DeepSeek V4 Flash · negative prompt · hard negative
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.