Three of fourteen models named CaptivateIQ first on the direct prompt; zero named BambooHR Compensation. CaptivateIQ was named by eleven of the fourteen models and BambooHR Compensation by ten and CaptivateIQ carries 18 labels and BambooHR Compensation 13, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
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 compensation management page.
Across every category in the October 2026 Edition, CaptivateIQ and BambooHR Compensation were named in the same answer thirteen times, of the 50 answers naming CaptivateIQ and the 56 naming BambooHR Compensation. In those answers BambooHR Compensation took the first choice one time and CaptivateIQ one.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“most commission tools (like Spiff or CaptivateIQ) are prohibitively expensive for tight budgets” Gemini 3.5 Flash · budget prompt · soft negative
“CaptivateIQ is built for finance/comp admins who think in spreadsheets and need to model plan changes before rollout” Kimi K2 · comparative prompt · first choice
“CaptivateIQ (Best for Complex Plan Logic) ... The "industry standard" for mid-market to enterprise B2B teams” Gemini 3.5 Flash · direct prompt · first choice
“CaptivateIQ is my best default pick for a mid-market team” GPT-6 Luna · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“add CompUp at ~$3/employee/year rather than $6/seat/month Lattice Compensate or BambooHR Elite at $25/employee” Muse Glimmer 30B · budget prompt · soft negative
“Basic comp tools gated behind top-tier plan” Kimi K2 · comparative prompt · soft negative
“BambooHR is worth evaluating: its Elite plan lists compensation planning, salary benchmarking, and pay bands at $25 per employee/month” GPT-6 Luna · budget prompt · first choice
“I would choose BambooHR for the best mix of affordability, usability, and compensation features.” Perplexity Sonar · budget prompt · first choice
“Affordable comp module in core HR platform; analytics + equity tools. | Gated behind higher tiers” Grok 4.1 Fast · paraphrase prompt · alternative
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.