HR AI Index
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Leave and absence management · September 2026 Edition

BambooHR vs Day Off

Four of twelve models named BambooHR first on the direct prompt; zero named Day Off. BambooHR was named by twelve of the twelve models and Day Off by six and BambooHR carries 41 labels and Day Off 12, so the shares are not directly comparable.

BambooHR

accepted challenger

Named in twenty-four categories this edition.

Day Off

accepted challenger

Named in one category this edition.

First-choice share28%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 13; printed, not drawn.
Labels4112A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BambooHR reading right to left. Rank and label count are printed, not drawn.Rippling was named alongside these two in eight of the twelve direct answers. BambooHR vs Vacation Tracker · BambooHR vs Rippling · BambooHR vs LeaveBoard

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 leave and absence management page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
BambooHRFirst choices, of twelve modelsDay Off
Direct40
Paraphrase80
Comparative10
Budget-constrained011 against BambooHR
Scale-constrained10
Negative002 against BambooHR
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where BambooHR and Day Off stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
BambooHR Day Off first choice named as an alternative argued againstblank: not namedEach cell is one answer, BambooHR on the left and Day Off on the right.

The direct prompt

The plain question, one answer per model, grouped by where BambooHR and Day Off stood in it.

BambooHR first, Day Off not the choice

4 of 12 modelsDay Off was named in the answer but not as the choice, or not at all.
GPT-5.4 miniBambooHR alternatives: AbsenceSoft, Calamari, Sparrow
DeepSeek V4 FlashBambooHR alternatives: HiBob, LeaveBoard, Paycor, Rippling, UKG Pro, Vacation Tracker
Qwen 3.7 FlashBambooHR alternatives: ADP Workforce Now, Deel, Paylocity, Rippling
Kimi K2BambooHR alternatives: Deputy, HiBob, Namely, Zoho People

Neither was the first choice, one was named

3 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5HROne, Rippling alternatives: BambooHR, Namely, Sparrow
Grok 4.1 FastRippling alternatives: BambooHR, Paycor
MiniMax M2.5Namely alternatives: Absence.io, BambooHR, HiBob, Leapsome, Rippling

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Gemini 3.5 FlashRippling alternatives: AttendanceBot, Cocoon, HiBob, Tilt, Vacation Tracker
Perplexity SonarRippling alternatives: AbsenceSoft, HiBob, Keka
Mistral SmallKeka alternatives: Bizneo Time Management, HROne, LeaveSource, Sparrow
Llama 4 Maverickno first choice
GLM 4.7 FlashXRippling alternatives: Calamari, Connecteam

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.
BambooHR6%#7 of 11
Day Off6%#4 of 11
The full small business standing →
Mid-marketThe figures above
BambooHR leads by twenty-six points.
BambooHR28%#1 of 13
Day Off2%#7 of 13
The full mid-market standing →
Enterprise
Level: the same share of first choices.
BambooHR2%#7 of 9
Day Off2%#– of 9
The full enterprise standing →

What the models said about BambooHR

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“Generic HR Platforms with Weak Leave Modules ... Tools like BambooHR receive consistent complaints about: Limited customization” Kimi K2 · negative prompt · hard negative
“Avoid full HR like BambooHR/Gusto ($6+/user or flat fees) unless you need payroll too.” Grok 4.1 Fast · budget prompt · hard negative

What the models said about Day Off

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Absolute lowest cost | Vacation Tracker ($2/user) or Day Off (free up to 10)” GLM 4.7 FlashX · budget prompt · first choice
“Also mentioned as solid, budget-friendly options for smaller businesses” Mistral Small · budget prompt · alternative
“Day Off (Great Free Alternative for Tiny Teams)” Grok 4.1 Fast · budget prompt · alternative
Also compared

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.