Customer data platforms · November 2026 Edition
HubSpot CDP vs Salesforce Data Cloud
One of fourteen models named HubSpot CDP first on the direct prompt; one named Salesforce Data Cloud. HubSpot CDP was named by nine of the fourteen models and Salesforce Data Cloud by fourteen and HubSpot CDP carries 10 labels and Salesforce Data Cloud 50, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in one category this edition.
By Salesforce, San Francisco, United States, founded 1999. Named in eight categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 14; printed, not drawn.
Labels1050A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, HubSpot CDP reading right to left. Rank and label count are printed, not drawn.Segment was named alongside these two in thirteen of the fourteen direct answers. Segment vs HubSpot CDP · Segment vs Salesforce Data Cloud · RudderStack vs HubSpot CDP
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 customer data platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
HubSpot CDPFirst choices, of fourteen modelsSalesforce Data Cloud
Direct112 against Salesforce Data Cloud
Paraphrase102 against Salesforce Data Cloud
Comparative02
Budget-constrained002 against Salesforce Data Cloud
Scale-constrained00
Negative011 against HubSpot CDP · 4 against Salesforce Data Cloud
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 HubSpot CDP and Salesforce Data Cloud 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 4.20 | | | | | | |
| 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 | | | |
HubSpot CDP Salesforce Data Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, HubSpot CDP on the left and Salesforce Data Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where HubSpot CDP and Salesforce Data Cloud stood in it.
HubSpot CDP first, Salesforce Data Cloud an alternative
1 of 14 modelsSalesforce Data Cloud was named in the answer but not as the choice, or not at all.Claude Haiku 4.5HubSpot CDP, Oracle Unity alternatives: Blueshift, Hightouch, Salesforce Data Cloud
Salesforce Data Cloud first, HubSpot CDP not the choice
1 of 14 modelsHubSpot CDP was named in the answer but not as the choice, or not at all.GPT-5.4 miniSalesforce Data Cloud alternatives: Hightouch, Segment
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashCensus, Hightouch alternatives: 6sense Revenue AI, Demandbase, HubSpot CDP, Segment
Grok 4.20Segment alternatives: Hightouch, RudderStack, Salesforce Data Cloud
Mistral SmallBlueConic, Segment alternatives: Salesforce Data Cloud
DeepSeek V4 FlashSegment alternatives: 6sense, Demandbase, Hightouch, RudderStack, Salesforce Data Cloud
Llama 4 MaverickSegment alternatives: RudderStack, Salesforce Data Cloud
Qwen 3.7 FlashBlueConic alternatives: Lytics, Salesforce Data Cloud, Segment
GLM 4.7 FlashXSegment alternatives: Hightouch, RudderStack, Salesforce Data Cloud, Tealium Customer Data Hub
GPT-6 LunaHightouch alternatives: HubSpot CDP, Segment
Muse Glimmer 30BSegment alternatives: Hightouch, HubSpot CDP, RudderStack, Salesforce Data Cloud
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Perplexity SonarSegment alternatives: BlueConic, Hightouch, RudderStack
Kimi K2Segment alternatives: Hightouch, HubSpot Customer Platform, Lytics, RudderStack
MiniMax M2.5Segment alternatives: BlueConic, Hightouch, RudderStack
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
HubSpot CDP leads by twenty-four points.
HubSpot CDP24%#2 of 13Salesforce Data Cloud0%#13 of 13Mid-marketThe figures above
HubSpot CDP leads by two points.
HubSpot CDP4%#5 of 14Salesforce Data Cloud2%#6 of 14Enterprise
The order flips: Salesforce Data Cloud leads at enterprise.
Salesforce Data Cloud50%#1 of 12HubSpot CDP0%#– of 12What the models said about HubSpot CDP
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Many email marketing tools (like HubSpot or Klaviyo) have added CDP-like features... Why to avoid: If you have a complex omnichannel strategy” Qwen 3.7 Flash · negative prompt · hard negative
“HubSpot Data Hub (formerly Operations Hub) is best for HubSpot-centric mid-market teams” Claude Haiku 4.5 · direct prompt · first choice
“1. HubSpot Data Hub - Best for HubSpot-centric mid-market teams” Claude Haiku 4.5 · paraphrase prompt · first choice
“The Best "All-in-One" (CRM + CDP): HubSpot ... offers a "Hobby" tier that includes CRM, Email, and basic data segmentation.” GLM 4.7 FlashX · budget prompt · alternative
What the models said about Salesforce Data Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Frequently called out for being an "overpriced mess"... Best avoided if you're not already deep in the Salesforce ecosystem.” Grok 4.20 · negative prompt · hard negative
“Avoid these unless you have multi-region regulatory compliance needs or massive transaction volumes.” Gemini 3.5 Flash · direct prompt · hard negative
“Salesforce Data 360 is a strong choice for mid-market B2B organizations already using Salesforce” GPT-5.4 mini · direct prompt · first choice
“Salesforce Data Cloud | Overall best enterprise CDP | Deep CRM integration, AI-powered insights” MiniMax M2.5 · comparative prompt · first choice
Also compared
Segment vs HubSpot CDPSegment vs Salesforce Data CloudRudderStack vs HubSpot CDPRudderStack vs Salesforce Data CloudHightouch vs HubSpot CDPHightouch vs Salesforce Data CloudBlueConic vs HubSpot CDPBlueConic vs Salesforce Data CloudHubSpot CDP vs Klaviyo Data PlatformHubSpot CDP vs CensusSalesforce Data Cloud vs Klaviyo Data PlatformSalesforce Data Cloud vs CensusAll twenty-eight head-to-head pages and the full CDP 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.