Two of fourteen models named Workday Adaptive Planning first on the direct prompt; zero named Jedox. Workday Adaptive Planning was named by fourteen of the fourteen models and Jedox by seven and Workday Adaptive Planning carries 53 labels and Jedox 10, so the shares are not directly comparable.
Named in seven categories this edition.
Named in four 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.
| 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 |
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. Five of five in this category shown.
“Avoid: Enterprise solutions like Anaplan, Workday Adaptive Planning, or Prophix until you scale” Kimi K2 · budget prompt · hard negative
“Options to AVOID on a Limited Budget ... | Adaptive Planning (Workday) | ~$100K+/year” DeepSeek V4 Flash · budget prompt · hard negative
“your sweet spot at 500 employees is mid-market EPM. Top contenders include: ... Workday Adaptive Planning | Planning/FP&A focus, Workday HCM users | Strong trial available” DeepSeek V4 Flash · scale prompt · first choice
“For most mid-to-large enterprises today, Adaptive Insights (Workday), Vena, and Trullio (for specialized uses) are often considered more user-friendly starting points” Qwen 3.7 Flash · negative prompt · first choice
“The Best All-Rounder: Workday Adaptive Planning ... widely considered the gold standard for mid-market to upper-mid-market companies” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Perform especially rigorous reference checks, security reviews, roadmap validation, and integration testing.” Perplexity Sonar · negative prompt · soft negative
“Jedox is the strongest EPM shortlist candidate” Perplexity Sonar · budget prompt · first choice
“🥇 Top Pick: Jedox (~$160–$500/user/year)” DeepSeek V4 Flash · budget prompt · first choice
“the best EPM choice is usually Jedox” GLM 4.7 FlashX · budget 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.