One of twelve models named Workday Adaptive Planning first on the direct prompt; zero named Jedox. Workday Adaptive Planning was named by twelve of the twelve models and Jedox by ten and Workday Adaptive Planning carries 41 labels and Jedox 15, 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 twelve 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.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid: Enterprise platforms like Anaplan or Workday Adaptive ... they're overkill and significantly more expensive” Kimi K2 · paraphrase prompt · hard negative
“the best EPM software is usually Workday Adaptive Planning if you want the best balance of ease of use, planning depth, and faster implementation” GPT-5.4 mini · direct prompt · first choice
“strong for Workday/HCM shops, easiest adoption, excellent workforce planning, native Workday integration” DeepSeek V4 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Flexibility can lead to complex implementations; limited formatted reporting capabilities” Kimi K2 · negative prompt · soft negative
“Jedox and Small Improvements are the top recommendations. Jedox is ideal for financial planning and analysis” Mistral Small · budget prompt · first choice
“Has a published entry tier ("Essential," ... so costs are more transparent than quote-only competitors” DeepSeek V4 Flash · budget prompt · alternative
“Offers affordable subscription plans - Good for small businesses needing budgeting & forecasting” MiniMax M2.5 · budget prompt · alternative
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.