| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| CPQ | Revenue operations | 4% | 4 of 73 | 8% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 1 | 1 | 1 | 0 | 3 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 2 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Start with Bitrix24 or HubSpot free for zero-risk testing” Grok 4.1 Fast · CPQ · budget prompt · first choice
“Best budget-friendly all-in-one option: HubSpot CPQ” GPT-5.4 mini · CPQ · budget prompt · first choice
“HubSpot is strongest for mid-market B2B teams with fixed, seat-based, or tiered pricing... This is ideal if you're already using HubSpot.” Claude Haiku 4.5 · CPQ · direct prompt · alternative
“consider the native CPQ solution in your CRM, such as HubSpot Revenue Hub, before buying a separate CPQ tool” Llama 4 Maverick · CPQ · negative prompt · alternative
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.
“Skip the lightweight SMB tools (PandaDoc, HubSpot Quotes, QuoteWerks)” DeepSeek V4 Flash · CPQ · scale prompt · hard negative
“Avoid "Free" or Basic CRM Quoting Tools if you have product dependencies” Gemini 3.5 Flash · CPQ · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 13 of the 67 answers that named HubSpot Commerce Hub and are not a share of its labels.
Fifty-four of the fifty-four domain citations in answers naming HubSpot Commerce Hub came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when HubSpot Commerce Hub's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as HubSpot Commerce Hub, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at hubspot.net is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.