TeamOhana vs Workday Adaptive Planning
One of fourteen models named TeamOhana first on the direct prompt; one named Workday Adaptive Planning. TeamOhana was named by nine of the fourteen models and Workday Adaptive Planning by fourteen and TeamOhana carries 17 labels and Workday Adaptive Planning 43, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 workforce planning page.
By framing
TeamOhanaFirst choices, of fourteen modelsWorkday Adaptive Planning
Across every category in the November 2026 Edition, TeamOhana and Workday Adaptive Planning were named in the same answer twenty-eight times, of the 45 answers naming TeamOhana and the 142 naming Workday Adaptive Planning. In those answers Workday Adaptive Planning took the first choice five times and TeamOhana four.
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 | | |
TeamOhana Workday Adaptive Planning first choice named as an alternative argued againstblank: not namedEach cell is one answer, TeamOhana on the left and Workday Adaptive Planning on the right.The direct prompt
TeamOhana 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.Workday Adaptive Planning first, TeamOhana not the choice
1 of 14 modelsTeamOhana was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 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
TeamOhana0%#11 of 15Workday Adaptive Planning0%#14 of 15TeamOhana5%#4 of 20Workday Adaptive Planning4%#7 of 20Workday Adaptive Planning24%#2 of 14TeamOhana2%#7 of 14What the models said about TeamOhana
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Choose ChartHop or TeamOhana if HR and Recruiting are heavily involved” Gemini 3.5 Flash · direct prompt · first choice
“Start with TeamOhana if you want a purpose-built, easy-to-implement solution” Kimi K2 · paraphrase prompt · first choice
“My default recommendation: TeamOhana” GPT-6 Luna · paraphrase prompt · first choice
What the models said about Workday Adaptive Planning
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Steep learning curve requiring significant training - Complex setup challenges often requiring professional help” MiniMax M2.5 · negative prompt · hard negative
“Avoid starting with Anaplan, Workday Adaptive Planning, or similar enterprise platforms” Perplexity Sonar · direct prompt · hard negative
“Avoid enterprise platforms such as Anaplan, Workday Adaptive Planning, or Visier” Perplexity Sonar · budget prompt · hard negative
“I'd usually recommend Workday Adaptive Planning if your priority is a straightforward, finance-friendly headcount planning process” GPT-5.4 mini · paraphrase prompt · first choice
“Anaplan, Workday Adaptive Planning, and Oracle are best when you need a flexible, finance‑aligned planning engine.” GLM 4.7 FlashX · comparative prompt · first choice
“Start with Anaplan or Workday Adaptive Planning due to the need for complex financial controls.” Qwen 3.7 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.