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Identity resolution · September 2026 Edition

Hightouch vs Tealium

Two of twelve models named Hightouch first on the direct prompt; four named Tealium. Hightouch was named by eleven of the twelve models and Tealium by eleven and Hightouch carries 30 labels and Tealium 25, so the shares are not directly comparable.

Hightouch

accepted challenger

Named in six categories this edition.

Tealium

accepted challenger

San Diego, United States, founded 2008. Named in six categories this edition.

First-choice share15%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%16%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 18; printed, not drawn.
Labels3025A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Hightouch reading right to left. Rank and label count are printed, not drawn.Hightouch vs LiveRamp · Hightouch vs Segment · Hightouch vs CustomerLabs 1PD Ops

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 identity resolution page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
HightouchFirst choices, of twelve modelsTealium
Direct24
Paraphrase101 against Tealium
Comparative10
Budget-constrained101 against Hightouch · 2 against Tealium
Scale-constrained30
Negative011 against Tealium
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Hightouch and Tealium were named in the same answer 135 times, of the 457 answers naming Hightouch and the 291 naming Tealium. In those answers Tealium took the first choice seven times and Hightouch twenty-six.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Hightouch and Tealium 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
Hightouch Tealium first choice named as an alternative argued againstblank: not namedEach cell is one answer, Hightouch on the left and Tealium on the right.

The direct prompt

The plain question, one answer per model, grouped by where Hightouch and Tealium stood in it.

Both were the first choice

1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.
GPT-5.4 miniHightouch, Tealium alternatives: Salesforce Data Cloud, Treasure Data, Zeotap

Hightouch first, Tealium not the choice

1 of 12 modelsTealium was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashHightouch alternatives: 6sense, CustomerLabs 1PD Ops, Demandbase, ZoomInfo

Tealium first, Hightouch not the choice

3 of 12 modelsHightouch was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Amperity, Tealium alternatives: Adobe's Real-Time Customer Data Platform, FullContact, Snitcher
GLM 4.7 FlashXTealium alternatives: CustomerLabs, ZoomInfo
MiniMax M2.5Amperity, Tealium alternatives: DirectMail.io, LettrLabs, Segment

Neither was the first choice, one was named

3 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashOpenprise alternatives: 6sense, Demandbase, Hightouch, HubSpot Breeze Intelligence, RudderStack, ZoomInfo
Perplexity SonarSegment alternatives: Hightouch, Prospeo, Tealium
Grok 4.1 FastSegment alternatives: CustomerLabs 1PD Ops, Hightouch, Prospeo

Neither was named

4 of 12 modelsThe answer made no first choice from these two in this category.
Mistral SmallWarmly alternatives: LiveRamp, MarketBetter, RB2B
Llama 4 Maverickno first choice
Qwen 3.7 FlashDemandbase, HubSpot Breeze Intelligence alternatives: 6Degrees, 6sense, Blue90, Salesforce Einstein, Terminus
Kimi K2Apollo.io alternatives: FullContact, LeanData, Lusha

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
Hightouch leads by two points.
Hightouch2%#9 of 15
Tealium0%#13 of 15
The full small business standing →
Mid-marketThe figures above
Hightouch leads by six points.
Hightouch15%#1 of 18
Tealium8%#4 of 18
The full mid-market standing →
Enterprise
The order flips: Tealium leads at enterprise.
Tealium4%#5 of 13
Hightouch2%#6 of 13
The full enterprise standing →

What the models said about Hightouch

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“If you have a data warehouse and engineering support → Hightouch. It's the best combination of control, mid-market fit, speed, and cost” DeepSeek V4 Flash · direct prompt · first choice

What the models said about Tealium

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“Tealium or Amperity offer deeper identity resolution while remaining scalable for mid-market companies” Claude Haiku 4.5 · direct prompt · first choice
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.