24 categories · RankedBambooHR
1,130Judge labels
172First choices
205Negative labels
12 of 12Models named it
24Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.
Best standing
41% in People analytics for small business buyers
Rank 1 of 104 in the mid-market standingaccepted challenger
3 of 12 models made it the first choice on the direct prompt; 9% of its 54 labels there were negative.
By buyer segmentStrongest at small business.
Small business1 of 77
38%53 labels
endorsed leader
Mid-market1 of 104
29%54 labels
accepted challenger
Enterprise6 of 87
5%23 labels
criticized challenger
In employee onboarding · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named BambooHR for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Employee onboarding | Onboarding and employee experience | 29% | 1 of 104 | 9% | 54 | accepted challenger |
| Leave and absence management | Core HR and payroll | 28% | 1 of 89 | 7% | 41 | accepted challenger |
| People analytics | Workforce planning and analytics | 13% | 3 of 99 | 19% | 26 | accepted challenger |
| HRIS and HCM platforms | Core HR and payroll | 8% | 5 of 46 | 21% | 52 | accepted challenger |
| HR help desk and case management | Onboarding and employee experience | 5% | 7 of 93 | 8% | 13 | accepted challenger |
| Succession planning | Performance and talent management | 4% | 8 of 99 | 12% | 8 | under 10 labels · led by Lattice at 31% |
| Workforce management suites | Core HR and payroll | 2% | 12 of 95 | 20% | 10 | accepted challenger |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 2% | 10 of 76 | 25% | 4 | under 10 labels · led by Compt at 30% |
| HR compliance and policy management | Core HR and payroll | 2% | 8 of 84 | 10% | 31 | accepted challenger |
| Org charts and org design | Workforce planning and analytics | 2% | 11 of 81 | 0% | 6 | under 10 labels · led by ChartHop at 27% |
| Compensation management | Compensation and total rewards | 1% | 22 of 189 | 7% | 14 | accepted challenger |
| Performance management | Performance and talent management | 0% | 18 of 60 | 30% | 33 | criticized challenger |
| Applicant tracking systems | Talent acquisition | 0% | 10 of 50 | 0% | 21 | accepted challenger |
| Benefits administration | Core HR and payroll | 0% | 14 of 54 | 6% | 18 | accepted challenger |
| HR AI assistants | Onboarding and employee experience | 0% | 25 of 119 | 8% | 13 | accepted challenger |
| Time and attendance | Core HR and payroll | 0% | 19 of 90 | 8% | 12 | accepted challenger |
| 360 feedback | Performance and talent management | 0% | 64 of 77 | 50% | 4 | under 10 labels · led by Lattice at 40% |
| Workforce planning | Workforce planning and analytics | 0% | 29 of 89 | 0% | 4 | under 10 labels · led by ChartHop at 31% |
| Payroll software | Core HR and payroll | 0% | 29 of 43 | 33% | 3 | under 10 labels · led by Rippling at 28% |
| Compensation benchmarking data | Compensation and total rewards | 0% | 59 of 144 | 0% | 1 | under 10 labels · led by Payscale at 24% |
| Earned wage access | Compensation and total rewards | 0% | 25 of 61 | 0% | 1 | under 10 labels · led by Tapcheck at 29% |
| Internal talent marketplace | Performance and talent management | 0% | 76 of 129 | 0% | 1 | under 10 labels · led by Fuel50 at 26% |
| Skills intelligence | Performance and talent management | 0% | 49 of 162 | 0% | 1 | under 10 labels · led by TalentGuard at 19% |
| Workforce scheduling | Core HR and payroll | 0% | 61 of 94 | 0% | 1 | under 10 labels · led by Deputy at 26% |
Movement
This is the first edition on this tier, so no move can be computed for BambooHR yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.
By model
How each model treated BambooHR across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 4 | 12 | 10 | 1 | 27 |
| GPT-5.4 mini | 4 | 7 | 3 | 2 | 16 |
| Gemini 3.5 Flash | 1 | 16 | 10 | 5 | 32 |
| Perplexity Sonar | 2 | 13 | 7 | 5 | 27 |
| Grok 4.1 Fast | 9 | 19 | 9 | 10 | 47 |
| Mistral Small | 3 | 8 | 10 | 2 | 23 |
| DeepSeek V4 Flash | 7 | 18 | 8 | 10 | 43 |
| Llama 4 Maverick | 1 | 4 | 10 | 1 | 16 |
| Qwen 3.7 Flash | 4 | 22 | 6 | 4 | 36 |
| Kimi K2 | 6 | 14 | 7 | 5 | 32 |
| GLM 4.7 FlashX | 2 | 22 | 13 | 3 | 40 |
| MiniMax M2.5 | 8 | 15 | 9 | 1 | 33 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct215 labels56
Paraphrase190 labels76
Comparative266 labels37not counted in share
Budget-constrained156 labels25
Scale-constrained133 labels15
Negative170 labels15not counted in share
First choiceAlternativeMentionNegative1130 labels in all, every segment counted; 172 of the 224 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“BambooHR (if you want an all-in-one HR + analytics system) or 15Five (for the lowest cost with no seat minimums) are the strongest choices” DeepSeek V4 Flash · People analytics · budget prompt · first choice
“BambooHR — Well-regarded for mid-sized organizations focusing on employee experience. Good HR platform with solid onboarding workflows.” MiniMax M2.5 · Employee onboarding · paraphrase prompt · first choice
“The Top Contender for Most Companies: BambooHR ... widely considered the "Gold Standard" for mid-market growth companies” Qwen 3.7 Flash · HRIS and HCM platforms · direct prompt · first choice
“Top Pick: BambooHR \u2013 Frequently recommended for budget SMBs due to affordability, ease of use, and built-in reports” Grok 4.1 Fast · People analytics · budget prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Reviews frequently cite "limited features"... Verdict: Avoid if you need actionable data, detailed analytics, or a flexible review process.” Qwen 3.7 Flash · Performance management · negative prompt · hard negative
“Platforms Frequently Cited as Problematic | BambooHR | Limited features for advanced management, poor customization, integration issues” GLM 4.7 FlashX · Performance management · negative prompt · hard negative
“Generic HR Platforms with Weak Leave Modules ... Tools like BambooHR receive consistent complaints about: Limited customization” Kimi K2 · Leave · negative prompt · hard negative
“Avoid full HR like BambooHR/Gusto ($6+/user or flat fees) unless you need payroll too.” Grok 4.1 Fast · Leave · budget prompt · hard negative
Named alongside
The products named in the same answers as BambooHR, over the 1109 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BambooHR was named but was not.
ProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named BambooHR. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 934 of the 1109 answers that named BambooHR and are not a share of its labels.
Domains cited
peoplemanagingpeople.com454
forbes.com329
g2.com301
guideflow.com253
learn.g2.com241
firsthr.app228
gartner.com220
capterra.com186
gusto.com159
worldmetrics.org157
2,528 of the 2,528 domain citations in answers naming BambooHR came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as BambooHR
What the judge wrote, as written, with how often. The vendor table decides that these count as BambooHR; a claim can dispute any of them.
BambooHR Analytics 2BambooHR ("Ask BambooHR") 1BambooHR (Core) 1BambooHR (Org Charts) 1BambooHR + Clair 1BambooHR Benefits 1BambooHR Compliance 1BambooHR Performance 1BambooHR Premium 1BambooHR Pro 1
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