Benefits administration · October 2026 Edition
Namely vs BambooHR
Zero of fourteen models named Namely first on the direct prompt; one named BambooHR. Namely was named by ten of the fourteen models and BambooHR by eleven and Namely carries 14 labels and BambooHR 27, so the shares are not directly comparable.
Named in thirteen categories this edition.
Named in twenty-eight categories this edition.
First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%19%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 13; printed, not drawn.
Labels1427A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Namely reading right to left. Rank and label count are printed, not drawn.ADP Workforce Now was named alongside these two in eleven of the fourteen direct answers. Gusto vs Namely · Gusto vs BambooHR · ADP Workforce Now vs Namely
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 benefits administration page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
NamelyFirst choices, of fourteen modelsBambooHR
Direct011 against Namely
Paraphrase30
Comparative001 against BambooHR
Budget-constrained002 against BambooHR
Scale-constrained00
Negative002 against Namely · 2 against BambooHR
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 Namely and BambooHR 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 | | | |
Namely BambooHR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Namely on the left and BambooHR on the right.The direct prompt
The plain question, one answer per model, grouped by where Namely and BambooHR stood in it.
BambooHR first, Namely not the choice
1 of 14 modelsNamely was named in the answer but not as the choice, or not at all.MiniMax M2.5ADP Workforce Now, BambooHR alternatives: Businessolver
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Kimi K2Rippling alternatives: ADP Workforce Now, BambooHR, Gusto
Muse Glimmer 30BPlanSource alternatives: ADP Workforce Now, BambooHR, Businessolver, Employee Navigator, Justworks, Namely, Paycor, Paylocity, Rippling
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniEase, Employee Navigator alternatives: PlanSource, bswift
Gemini 3.5 FlashRippling alternatives: ADP Workforce Now, Employee Navigator, Paycor, Paylocity, PlanSource
Perplexity SonarADP Workforce Now alternatives: Forma, Paycor, Paylocity, Rippling
Grok 4.1 FastADP Workforce Now alternatives: Paycor, Paylocity, PlanSource
Mistral SmallADP Workforce Now, Paycor alternatives: Gusto
DeepSeek V4 FlashRippling alternatives: ADP Workforce Now, PlanSource
Llama 4 Maverickno first choice
Qwen 3.7 FlashPaylocity alternatives: ADP Workforce Now, Dayforce, Rippling
GLM 4.7 FlashXPlanSource alternatives: ADP Workforce Now, Benefitfocus, Employee Navigator, Rippling
GPT-6 LunaEmployee Navigator, Rippling alternatives: ADP Workforce Now, PlanSource
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.
Namely0%#– of 14BambooHR0%#8 of 14Mid-marketThe figures above
Enterprise
Level: the same share of first choices.
Namely0%#– of 12BambooHR0%#11 of 12What the models said about Namely
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“PlanSource & Namely ... force users to spend excessive time troubleshooting reporting errors” Qwen 3.7 Flash · negative prompt · hard negative
“Namely is repeatedly called out as a mid-size fit when you want benefits enrollment tied to HR records and payroll deductions.” Muse Glimmer 30B · paraphrase prompt · first choice
“Request demos from ADP, Gusto, and Namely (most frequently recommended for your size)” MiniMax M2.5 · paraphrase prompt · first choice
“Namely – Best Overall for Mid-Sized Companies” Kimi K2 · paraphrase prompt · first choice
What the models said about BambooHR
No label in this category carried a quote.
Also compared
Gusto vs NamelyGusto vs BambooHRADP Workforce Now vs NamelyADP Workforce Now vs BambooHREmployee Navigator vs NamelyEmployee Navigator vs BambooHRRippling vs NamelyRippling vs BambooHRPlanSource vs NamelyPlanSource vs BambooHRNamely vs PaylocityPaylocity vs BambooHRAll twenty-eight head-to-head pages and the full benefits administration 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.