Data management platforms · November 2026 Edition
BlueConic vs Oracle BlueKai
Two of fourteen models named BlueConic first on the direct prompt; zero named Oracle BlueKai. BlueConic was named by nine of the fourteen models and Oracle BlueKai by eight and BlueConic carries 13 labels and Oracle BlueKai 18, so the shares are not directly comparable.
Named in six categories this edition.
By Oracle Corporation, Bengaluru, India, founded 1977. Named in two categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%89%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 19; printed, not drawn.
Labels1318A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BlueConic 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 BlueConic · Segment vs Oracle BlueKai · RudderStack vs BlueConic
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.
BlueConicFirst choices, of fourteen modelsOracle BlueKai
Direct201 against Oracle BlueKai
Paraphrase015 against Oracle BlueKai
Comparative001 against Oracle BlueKai
Budget-constrained002 against Oracle BlueKai
Scale-constrained001 against Oracle BlueKai
Negative001 against BlueConic · 5 against Oracle BlueKai
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 BlueConic and Oracle BlueKai 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 | | | | |
BlueConic Oracle BlueKai first choice named as an alternative argued againstblank: not namedEach cell is one answer, BlueConic on the left and Oracle BlueKai on the right.The direct prompt
The plain question, one answer per model, grouped by where BlueConic and Oracle BlueKai stood in it.
BlueConic first, Oracle BlueKai not the choice
2 of 14 modelsOracle BlueKai was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashBlueConic alternatives: Hightouch, Segment
MiniMax M2.5BlueConic, Segment alternatives: Adobe Real-Time CDP, Hightouch, RudderStack
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5ZoomInfo alternatives: Adobe Real-Time CDP B2B Edition, Apollo.io, BlueConic, Hightouch, HubSpot Marketing Hub, Salesforce Data Cloud, Segment
Perplexity SonarSegment alternatives: BlueConic, Hightouch
DeepSeek V4 FlashSegment alternatives: BlueConic, Hightouch, RudderStack
Llama 4 MaverickMeiro alternatives: BlueConic, FineBI, Profisee MDM, ReachStream, Segment
GLM 4.7 FlashXSegment alternatives: BlueConic, Clay, ReachStream
Muse Glimmer 30BSegment alternatives: BlueConic, Hightouch, HubSpot Marketing Hub, RudderStack
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniCensus, Hightouch alternatives: RudderStack, Salesforce Data Cloud, Segment
Gemini 3.5 Flash6sense, Demandbase alternatives: Census, Hightouch, HubSpot Marketing Hub, Segment
Grok 4.20Segment alternatives: AdRoll ABM, Hightouch, RudderStack
Mistral SmallDemandbase alternatives: Adobe Real-Time CDP, Salesforce Data Cloud, Segment
Kimi K2AdRoll ABM alternatives: 6sense, HubSpot Marketing Hub, Segment
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
Level: the same share of first choices.
BlueConic0%#– of 15Oracle BlueKai0%#14 of 15Mid-marketThe figures above
BlueConic leads by two points.
BlueConic4%#5 of 19Oracle BlueKai2%#8 of 19Enterprise
Level: the same share of first choices.
BlueConic0%#– of 16Oracle BlueKai0%#16 of 16What the models said about BlueConic
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“I'd recommend starting with BlueConic or Segment due to their ease of use, CRM connectors” MiniMax M2.5 · direct prompt · first choice
“BlueConic is widely considered the "sweet spot" for mid-market companies.” Qwen 3.7 Flash · direct prompt · first choice
What the models said about Oracle BlueKai
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Traditional DMPs (like Adobe Audience Manager or Oracle BlueKai) often start at $1,000–$6,000/month, making them unsuitable for tight budgets.” Grok 4.20 · budget prompt · hard negative
“Oracle has officially decommissioned all advertising products, including BlueKai. It is no longer available for purchase or support.” Qwen 3.7 Flash · negative prompt · hard negative
“Oracle DMP (formerly BlueKai): AVOID. Oracle completely shut down its entire advertising and DMP business in September 2024.” Gemini 3.5 Flash · negative prompt · hard negative
“Adobe Audience Manager and Oracle BlueKai are often cited as the most comprehensive” Mistral Small · paraphrase prompt · first choice
Also compared
Segment vs BlueConicSegment vs Oracle BlueKaiRudderStack vs BlueConicRudderStack vs Oracle BlueKaiHightouch vs BlueConicHightouch vs Oracle BlueKaiAdobe Audience Manager vs BlueConicAdobe Audience Manager vs Oracle BlueKaiBlueConic vs Salesforce Audience StudioBlueConic vs Salesforce Data CloudSalesforce Audience Studio vs Oracle BlueKaiSalesforce Data Cloud 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.