Corporate performance management · October 2026 Edition
Workday Adaptive Planning vs Jedox
One 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 eight and Workday Adaptive Planning carries 52 labels and Jedox 14, so the shares are not directly comparable.
Named in seven categories this edition.
Named in three categories this edition.
First-choice share10%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate29%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 14; printed, not drawn.
Labels5214A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Workday Adaptive Planning reading right to left. Rank and label count are printed, not drawn.Planful was named alongside these two in thirteen of the fourteen direct answers. Planful vs Workday Adaptive Planning · Planful vs Jedox · Prophix vs Workday Adaptive Planning
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Workday Adaptive PlanningFirst choices, of fourteen modelsJedox
Direct102 against Workday Adaptive Planning
Paraphrase401 against Workday Adaptive Planning
Comparative00
Budget-constrained112 against Workday Adaptive Planning
Scale-constrained00
Negative0010 against Workday Adaptive Planning
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Workday Adaptive Planning and Jedox stood in it.
| 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 Jedox first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workday Adaptive Planning on the left and Jedox on the right.The direct prompt
The plain question, one answer per model, grouped by where Workday Adaptive Planning and Jedox stood in it.
Workday Adaptive Planning first, Jedox not the choice
1 of 14 modelsJedox was named in the answer but not as the choice, or not at all.MiniMax M2.5Planful, Workday Adaptive Planning alternatives: Cube, Prophix, Vena
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Drivetrain alternatives: Jedox, Planful, Prophix, Vena, Workday Adaptive Planning
GPT-5.4 miniPlanful, Vena alternatives: Board, Jedox, OneStream, Oracle Fusion Cloud EPM
Perplexity SonarPlanful alternatives: Datarails, Drivetrain, Prophix, Workday Adaptive Planning
Grok 4.1 FastPlanful, Prophix alternatives: OneStream, Workday Adaptive Planning
Llama 4 MaverickPlanful alternatives: Prophix, Workday Adaptive Planning
GPT-6 LunaPlanful alternatives: NetSuite Planning and Budgeting, Vena, Workday Adaptive Planning
Muse Glimmer 30BPlanful, Prophix alternatives: Cube, Workday Adaptive Planning
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashCube, Vena alternatives: Abacum, Datarails, Mosaic, Pigment, Planful, Prophix
Mistral SmallProfitbase EPM, Prophix alternatives: IBM Planning Analytics, Oracle Fusion Cloud EPM, Phocas Software
DeepSeek V4 FlashPlanful alternatives: Drivetrain, Pigment, Prophix, Vena
Qwen 3.7 FlashPlanful alternatives: Drivetrain, Prophix
Kimi K2Datarails, Drivetrain, Vena alternatives: Cube, Planful, Prophix
GLM 4.7 FlashXCube, Prophix alternatives: Planful
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Workday Adaptive Planning4%#6 of 13Jedox4%#5 of 13Mid-marketThe figures above
Workday Adaptive Planning leads by eight points.
Workday Adaptive Planning10%#4 of 14Jedox2%#7 of 14Enterprise
Workday Adaptive Planning leads by seven points.
Workday Adaptive Planning7%#4 of 12Jedox0%#10 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 Jedox
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Jedox ($160/month) or Cube ($1,250/month) offer the best balance of functionality and affordability” Kimi K2 · budget prompt · first choice
“Jedox stands out for artificial intelligence and machine learning capabilities enhancing forecasting accuracy” Claude Haiku 4.5 · comparative prompt · alternative
“Teams that want to stay close to Excel | 3–4 months | Lower learning curve, spreadsheet-first” DeepSeek V4 Flash · scale prompt · alternative
Also compared
Planful vs Workday Adaptive PlanningPlanful vs JedoxProphix vs Workday Adaptive PlanningProphix vs JedoxVena vs Workday Adaptive PlanningVena vs JedoxWorkday Adaptive Planning vs CubeWorkday Adaptive Planning vs DatarailsWorkday Adaptive Planning vs PigmentCube vs JedoxDatarails vs JedoxJedox vs PigmentAll twenty-eight head-to-head pages and the full corporate performance ma standing
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.