Workday Adaptive Planning vs Pigment
One of fourteen models named Workday Adaptive Planning first on the direct prompt; zero named Pigment. Workday Adaptive Planning was named by fourteen of the fourteen models and Pigment by seven and Workday Adaptive Planning carries 52 labels and Pigment 11, so the shares are not directly comparable.
Named in seven categories this edition.
Named in six 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 corporate performance management page.
By framing
Workday Adaptive PlanningFirst choices, of fourteen modelsPigment
Across every category in the October 2026 Edition, Workday Adaptive Planning and Pigment were named in the same answer 122 times, of the 445 answers naming Workday Adaptive Planning and the 171 naming Pigment. In those answers Pigment took the first choice eleven times and Workday Adaptive Planning ten.
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 4.1 Fast | | | | | | |
| 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 Pigment first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workday Adaptive Planning on the left and Pigment on the right.The direct prompt
Workday Adaptive Planning first, Pigment not the choice
1 of 14 modelsPigment 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
5 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 Planning4%#6 of 13Pigment2%#– of 13Workday Adaptive Planning10%#4 of 14Pigment2%#8 of 14Workday Adaptive Planning7%#4 of 12Pigment2%#– of 12What 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.
“it is recommended to avoid defaulting to Workday Adaptive if cost predictability across thousands of users is a top priority” Llama 4 Maverick · negative prompt · hard negative
“Adaptive Insights (if you want a clean web interface). These two cover the vast majority of mid-sized B2B use cases effectively.” Qwen 3.7 Flash · paraphrase prompt · first choice
What the models said about Pigment
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Pigment (Best for Collaborative, Cross-Functional Planning)... has rapidly become a favorite for modern B2B SaaS and services companies” Gemini 3.5 Flash · paraphrase prompt · first choice
“Safer bets if cautious: Newer/lower-implementation options like Pigment, Planful, Prophix, or Drivetrain” Grok 4.1 Fast · negative 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.