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Customer data platforms · October 2026 Edition

Census vs Salesforce Data Cloud

Zero of fourteen models named Census first on the direct prompt; zero named Salesforce Data Cloud. Census was named by four of the fourteen models and Salesforce Data Cloud by fourteen and Census carries 11 labels and Salesforce Data Cloud 37, so the shares are not directly comparable.

Census

accepted challenger

By Fivetran, United States. Named in five categories this edition.

Salesforce Data Cloud

criticized challenger

By Salesforce, San Francisco, United States, founded 1999. Named in five categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%38%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 12; printed, not drawn.
Labels1137A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Census 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 Census · Segment vs Salesforce Data Cloud · Hightouch vs Census

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.
CensusFirst choices, of fourteen modelsSalesforce Data Cloud
Direct002 against Salesforce Data Cloud
Paraphrase112 against Salesforce Data Cloud
Comparative00
Budget-constrained004 against Salesforce Data Cloud
Scale-constrained001 against Salesforce Data Cloud
Negative005 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 Census and Salesforce Data Cloud stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Census Salesforce Data Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Census on the left and Salesforce Data Cloud on the right.

The direct prompt

The plain question, one answer per model, grouped by where Census and Salesforce Data Cloud stood in it.

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5BlueConic, Segment alternatives: Hightouch, Salesforce Data Cloud
Kimi K2BlueConic alternatives: Salesforce Data Cloud, Tealium
GLM 4.7 FlashXSegment alternatives: 6sense, HubSpot, Salesforce Data Cloud
Muse Glimmer 30BBlueConic, Segment alternatives: Hightouch, Salesforce Data Cloud, Tealium, Treasure Data

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniHightouch alternatives: RudderStack, Segment
Gemini 3.5 FlashHightouch alternatives: BlueConic, CaliberMind, Segment
Perplexity SonarSegment alternatives: BlueConic, Hightouch, Tealium
Grok 4.1 FastSegment alternatives: BlueConic, Hightouch
Mistral SmallHightouch, Segment alternatives: BlueConic, Demandbase, Tealium
DeepSeek V4 FlashHightouch, Segment alternatives: BlueConic, RudderStack
Llama 4 MaverickZoomInfo alternatives: Hightouch, Segment, Tealium
Qwen 3.7 FlashHightouch, Segment alternatives: AudienceStream, HubSpot, RudderStack, mParticle
MiniMax M2.5HubSpot CDP alternatives: Bloomreach, RudderStack, Segment, Tealium
GPT-6 LunaHightouch alternatives: RudderStack, Segment

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
Salesforce Data Cloud leads by two points.
Salesforce Data Cloud2%#8 of 13
Census0%#– of 13
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Census2%#5 of 12
Salesforce Data Cloud2%#6 of 12
The full mid-market standing →
Enterprise
Salesforce Data Cloud leads by thirty points.
Salesforce Data Cloud34%#1 of 9
Census4%#– of 9
The full enterprise standing →

What the models said about Census

No label in this category carried a quote.

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. Three of three in this category shown.

“You should avoid these if you do not have an enterprise budget or IT headcount ... premium price tag and high complexity” Qwen 3.7 Flash · negative prompt · hard negative
“Adobe Real-Time CDP (B2B Edition) or Salesforce CDP are top choices” Mistral Small · paraphrase prompt · first choice
“For mid-market B2B companies with $80K+ budgets and dedicated data resources, Salesforce Data Cloud integrates natively with Sales Cloud” Claude Haiku 4.5 · direct prompt · alternative
Also compared

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.