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Customer intelligence and data science · October 2026 Edition

Amplitude vs HubSpot CRM

Three of fourteen models named Amplitude first on the direct prompt; zero named HubSpot CRM. Amplitude was named by thirteen of the fourteen models and HubSpot CRM by five and Amplitude carries 47 labels and HubSpot CRM 11, so the shares are not directly comparable.

Amplitude

accepted challenger

United States. Named in nine categories this edition.

HubSpot CRM

accepted challenger

By HubSpot, Cambridge, United States, founded 2006. Named in twenty-one categories this edition.

First-choice share18%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 10; printed, not drawn.
Labels4711A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Amplitude reading right to left. Rank and label count are printed, not drawn.Amplitude vs Google Analytics 4 · Amplitude vs Mixpanel · Amplitude vs Segment

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 intelligence and data science page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
AmplitudeFirst choices, of fourteen modelsHubSpot CRM
Direct302 against Amplitude · 1 against HubSpot CRM
Paraphrase50
Comparative80
Budget-constrained111 against HubSpot CRM
Scale-constrained00
Negative004 against Amplitude
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 Amplitude and HubSpot CRM 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
Amplitude HubSpot CRM first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amplitude on the left and HubSpot CRM on the right.

The direct prompt

The plain question, one answer per model, grouped by where Amplitude and HubSpot CRM stood in it.

Amplitude first, HubSpot CRM not the choice

3 of 14 modelsHubSpot CRM was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashAmplitude alternatives: BlueConic, HockeyStack, Lerno, Mixpanel, Segment
GLM 4.7 FlashXAmplitude, HockeyStack alternatives: Chattermill, Qualtrics
MiniMax M2.5Amplitude alternatives: Heap, Mixpanel, Segment

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastSegment alternatives: BlueConic, Hightouch, HubSpot CRM
Kimi K2ChurnZero alternatives: 6sense, Amplitude, Totango

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Factors.ai, Gainsight alternatives: ChurnZero, Hightouch, HubSpot's Smart CRM, Salesforce Data Cloud
GPT-5.4 miniHightouch alternatives: ActionIQ, Salesforce, Tealium
Gemini 3.5 FlashChurnZero, Vitally alternatives: Dreamdata, HockeyStack, June, Mixpanel, Skalin, Velaris
Perplexity SonarSegment alternatives: Gainsight, Hightouch
Mistral SmallSegment alternatives: Chorus by ZoomInfo, Enterpret, Salesforce Data Cloud, ZoomInfo
Llama 4 Maverickno first choice
Qwen 3.7 FlashGainsight alternatives: 6sense, Pendo, Segment
GPT-6 LunaVitally alternatives: Mixpanel, RudderStack, Segment
Muse Glimmer 30BGainsight, HubSpot Service Hub alternatives: HockeyStack, Microsoft Power BI

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 CRM leads by twenty points.
HubSpot CRM24%#1 of 9
Amplitude4%#5 of 9
The full small business standing →
Mid-marketThe figures above
The order flips: Amplitude leads at mid-market.
Amplitude18%#1 of 10
HubSpot CRM2%#7 of 10
The full mid-market standing →
Enterprise
Amplitude leads by six points.
Amplitude8%#4 of 12
HubSpot CRM2%#– of 12
The full enterprise standing →

What the models said about Amplitude

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

“Verdict: Avoid if your team lacks data science resources or if you need quick, non-technical insights.” GLM 4.7 FlashX · negative prompt · hard negative
“Highest concern: Amplitude and Dialpad due to active, substantiated privacy litigation.” Kimi K2 · negative prompt · hard negative
“Amplitude is described as a digital analytics platform that connects product analytics, web analytics, session replay, experimentation, and customer data activation in one place” Muse Glimmer 30B · comparative prompt · first choice
“Amplitude is widely recognized as a top-tier behavioral analytics platform... Choose Amplitude if you want to understand how your users interact with your digital product” GLM 4.7 FlashX · paraphrase prompt · first choice
“Choose Amplitude or Mixpanel if you're a product team focused on understanding feature adoption, funnels, and retention.” DeepSeek V4 Flash · comparative prompt · first choice

What the models said about HubSpot CRM

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

“Cons: Lacks the deep predictive modeling and "intent signal" sophistication of specialized tools like 6sense or Gainsight.” Qwen 3.7 Flash · direct prompt · soft negative
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.