Leave and absence management · October 2026 Edition
Vacation Tracker vs ADP Workforce Now
One of fourteen models named Vacation Tracker first on the direct prompt; one named ADP Workforce Now. Vacation Tracker was named by thirteen of the fourteen models and ADP Workforce Now by nine and Vacation Tracker carries 34 labels and ADP Workforce Now 17, so the shares are not directly comparable.
Named in one category this edition.
Named in nineteen categories this edition.
First-choice share12%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%29%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 14; printed, not drawn.
Labels3417A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Vacation Tracker reading right to left. Rank and label count are printed, not drawn.BambooHR was named alongside these two in eleven of the fourteen direct answers. BambooHR vs Vacation Tracker · BambooHR vs ADP Workforce Now · LeaveBoard vs Vacation Tracker
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 leave and absence 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.
Vacation TrackerFirst choices, of fourteen modelsADP Workforce Now
Direct11
Paraphrase30
Comparative10
Budget-constrained302 against Vacation Tracker
Scale-constrained00
Negative105 against Vacation Tracker · 5 against ADP Workforce Now
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 Vacation Tracker and ADP Workforce Now 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 | | | | |
Vacation Tracker ADP Workforce Now first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vacation Tracker on the left and ADP Workforce Now on the right.The direct prompt
The plain question, one answer per model, grouped by where Vacation Tracker and ADP Workforce Now stood in it.
Vacation Tracker first, ADP Workforce Now not the choice
1 of 14 modelsADP Workforce Now was named in the answer but not as the choice, or not at all.Llama 4 MaverickVacation Tracker alternatives: Namely, TimeOff.Management
ADP Workforce Now first, Vacation Tracker an alternative
1 of 14 modelsVacation Tracker was named in the answer but not as the choice, or not at all.Grok 4.1 FastADP Workforce Now, BambooHR alternatives: AbsenceSoft, HiBob, Vacation Tracker
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashHiBob, Rippling alternatives: Calamari, Cocoon, Tilt, Vacation Tracker
Mistral SmallBambooHR, HiBob alternatives: LeaveBoard, Vacation Tracker
Qwen 3.7 FlashBambooHR alternatives: ADP Workforce Now, Deel, Remote, Rippling, UKG Ready
Kimi K2HiBob alternatives: ADP Workforce Now, BambooHR, Leapsome, UKG Pro
Muse Glimmer 30BBambooHR, HiBob alternatives: Rippling, Vacation Tracker, e-days
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Rippling alternatives: BambooHR, HROne, Namely
GPT-5.4 miniRippling alternatives: AbsenceSoft, BambooHR, Namely
Perplexity SonarRippling alternatives: BambooHR, Zoho People
DeepSeek V4 FlashBambooHR alternatives: Deel, Rippling
GLM 4.7 FlashXBambooHR alternatives: Dayforce, Rippling, UKG Pro
MiniMax M2.5BambooHR alternatives: Rippling, TimeOff.Management, e-days
GPT-6 LunaTilt alternatives: AbsenceSoft, Sparrow
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
Vacation Tracker leads by twenty-three points.
Vacation Tracker23%#1 of 14ADP Workforce Now0%#– of 14Mid-marketThe figures above
Vacation Tracker leads by eleven points.
Vacation Tracker12%#3 of 14ADP Workforce Now2%#8 of 14Enterprise
The order flips: ADP Workforce Now leads at enterprise.
ADP Workforce Now4%#4 of 10Vacation Tracker0%#10 of 10What the models said about Vacation Tracker
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Criticized for its pricing model, which adds extra fees for "advanced features" that are typically included for free in other tools.” Mistral Small · negative prompt · hard negative
“"Nickel and diming" pricing model ... Verdict: Be cautious of hidden costs that inflate your total” DeepSeek V4 Flash · negative prompt · hard negative
“Specific Tool to Avoid: Vacation Tracker” GLM 4.7 FlashX · negative prompt · hard negative
“I'd shortlist Vacation Tracker as a standalone PTO tool—especially if your team works in Slack, Microsoft Teams, or Google Workspace” GPT-6 Luna · paraphrase prompt · first choice
“The Chat-Native & Frictionless Choice: Vacation Tracker ... Choose Vacation Tracker if your team uses Slack/Teams heavily” Gemini 3.5 Flash · paraphrase prompt · first choice
“My top pick for most limited-budget companies: Vacation Tracker for its free plan and simple pricing structure” GLM 4.7 FlashX · budget prompt · first choice
What the models said about ADP Workforce Now
No label in this category carried a quote.
Also compared
BambooHR vs Vacation TrackerBambooHR vs ADP Workforce NowLeaveBoard vs Vacation TrackerLeaveBoard vs ADP Workforce NowVacation Tracker vs RipplingVacation Tracker vs TimetasticVacation Tracker vs FactorialVacation Tracker vs UKG ProRippling vs ADP Workforce NowTimetastic vs ADP Workforce NowFactorial vs ADP Workforce NowUKG Pro vs ADP Workforce NowAll twenty-eight head-to-head pages and the full leave 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.