Data management platforms · November 2026 Edition
RudderStack vs Salesforce Audience Studio
Zero of fourteen models named RudderStack first on the direct prompt; zero named Salesforce Audience Studio. RudderStack was named by ten of the fourteen models and Salesforce Audience Studio by ten and RudderStack carries 18 labels and Salesforce Audience Studio 17, so the shares are not directly comparable.
Named in seven categories this edition.
By Salesforce, San Francisco, United States, founded 1999. Named in three categories this edition.
First-choice share9%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%65%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 19; printed, not drawn.
Labels1817A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, RudderStack 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 RudderStack · Segment vs Salesforce Audience Studio · RudderStack vs Hightouch
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 data management 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.
RudderStackFirst choices, of fourteen modelsSalesforce Audience Studio
Direct001 against Salesforce Audience Studio
Paraphrase024 against Salesforce Audience Studio
Comparative001 against Salesforce Audience Studio
Budget-constrained501 against Salesforce Audience Studio
Scale-constrained00
Negative004 against Salesforce Audience Studio
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 RudderStack and Salesforce Audience Studio 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 | | | | | |
RudderStack Salesforce Audience Studio first choice named as an alternative argued againstblank: not namedEach cell is one answer, RudderStack on the left and Salesforce Audience Studio on the right.The direct prompt
The plain question, one answer per model, grouped by where RudderStack and Salesforce Audience Studio stood in it.
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniCensus, Hightouch alternatives: RudderStack, Salesforce Data Cloud, Segment
Grok 4.20Segment alternatives: AdRoll ABM, Hightouch, RudderStack
DeepSeek V4 FlashSegment alternatives: BlueConic, Hightouch, RudderStack
MiniMax M2.5BlueConic, Segment alternatives: Adobe Real-Time CDP, Hightouch, RudderStack
Muse Glimmer 30BSegment alternatives: BlueConic, Hightouch, HubSpot Marketing Hub, RudderStack
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ZoomInfo alternatives: Adobe Real-Time CDP B2B Edition, Apollo.io, BlueConic, Hightouch, HubSpot Marketing Hub, Salesforce Data Cloud, Segment
Gemini 3.5 Flash6sense, Demandbase alternatives: Census, Hightouch, HubSpot Marketing Hub, Segment
Perplexity SonarSegment alternatives: BlueConic, Hightouch
Mistral SmallDemandbase alternatives: Adobe Real-Time CDP, Salesforce Data Cloud, Segment
Llama 4 MaverickMeiro alternatives: BlueConic, FineBI, Profisee MDM, ReachStream, Segment
Qwen 3.7 FlashBlueConic alternatives: Hightouch, Segment
Kimi K2AdRoll ABM alternatives: 6sense, HubSpot Marketing Hub, Segment
GLM 4.7 FlashXSegment alternatives: BlueConic, Clay, ReachStream
GPT-6 LunaHightouch alternatives: AdRoll ABM, HubSpot’s built-in segmentation
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
RudderStack leads by three points.
RudderStack3%#4 of 15Salesforce Audience Studio0%#– of 15Mid-marketThe figures above
RudderStack leads by six points.
RudderStack9%#2 of 19Salesforce Audience Studio4%#6 of 19Enterprise
Level: the same share of first choices.
RudderStack2%#– of 16Salesforce Audience Studio2%#10 of 16What the models said about RudderStack
No label in this category carried a quote.
What the models said about Salesforce Audience Studio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Salesforce has been actively sunsetting this audience platform in favor of their newer Customer Data Platform (CDP) solutions.” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid traditional enterprise DMPs (e.g., Adobe Audience Manager, Salesforce Audience Studio) if you have a limited budget.” Gemini 3.5 Flash · budget prompt · hard negative
“Salesforce discontinued it alongside broader ad product changes and deleted associated data... Not viable long-term.” Grok 4.20 · negative prompt · hard negative
“Salesforce's ecosystem, for example, supports segments that can include CRM-defined groups, and Salesforce also has B2B CDP materials aimed at revenue use cases.” GPT-5.4 mini · paraphrase prompt · first choice
“My Top Recommendation: Salesforce Audience Studio” GLM 4.7 FlashX · paraphrase prompt · first choice
Also compared
Segment vs RudderStackSegment vs Salesforce Audience StudioRudderStack vs HightouchRudderStack vs Adobe Audience ManagerRudderStack vs BlueConicRudderStack vs Salesforce Data CloudRudderStack vs Oracle BlueKaiHightouch vs Salesforce Audience StudioAdobe Audience Manager vs Salesforce Audience StudioBlueConic vs Salesforce Audience StudioSalesforce Audience Studio vs Salesforce Data CloudSalesforce Audience Studio vs Oracle BlueKaiAll twenty-eight head-to-head pages and the full DMP 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.