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Customer intelligence and data science · October 2026 Edition

Mixpanel vs Gainsight

Zero of fourteen models named Mixpanel first on the direct prompt; three named Gainsight. Mixpanel was named by fourteen of the fourteen models and Gainsight by eleven and Mixpanel carries 53 labels and Gainsight 12, so the shares are not directly comparable.

Mixpanel

accepted challenger

San Francisco, United States, founded 2009. Named in nine categories this edition.

Gainsight

criticized challenger

Named in six categories this edition.

First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%25%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 10; printed, not drawn.
Labels5312A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Mixpanel reading right to left. Rank and label count are printed, not drawn.Amplitude vs Mixpanel · Amplitude vs Gainsight · Google Analytics 4 vs Mixpanel

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.
MixpanelFirst choices, of fourteen modelsGainsight
Direct033 against Gainsight
Paraphrase10
Comparative50
Budget-constrained30
Scale-constrained10
Negative005 against Mixpanel
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 Mixpanel and Gainsight 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
Mixpanel Gainsight first choice named as an alternative argued againstblank: not namedEach cell is one answer, Mixpanel on the left and Gainsight on the right.

The direct prompt

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

Gainsight first, Mixpanel not the choice

3 of 14 modelsMixpanel was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Factors.ai, Gainsight alternatives: ChurnZero, Hightouch, HubSpot's Smart CRM, Salesforce Data Cloud
Qwen 3.7 FlashGainsight alternatives: 6sense, Pendo, Segment
Muse Glimmer 30BGainsight, HubSpot Service Hub alternatives: HockeyStack, Microsoft Power BI

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.
Gemini 3.5 FlashChurnZero, Vitally alternatives: Dreamdata, HockeyStack, June, Mixpanel, Skalin, Velaris
Perplexity SonarSegment alternatives: Gainsight, Hightouch
DeepSeek V4 FlashAmplitude alternatives: BlueConic, HockeyStack, Lerno, Mixpanel, Segment
MiniMax M2.5Amplitude alternatives: Heap, Mixpanel, Segment
GPT-6 LunaVitally alternatives: Mixpanel, RudderStack, Segment

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniHightouch alternatives: ActionIQ, Salesforce, Tealium
Grok 4.1 FastSegment alternatives: BlueConic, Hightouch, HubSpot CRM
Mistral SmallSegment alternatives: Chorus by ZoomInfo, Enterpret, Salesforce Data Cloud, ZoomInfo
Llama 4 Maverickno first choice
Kimi K2ChurnZero alternatives: 6sense, Amplitude, Totango
GLM 4.7 FlashXAmplitude, HockeyStack alternatives: Chattermill, Qualtrics

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
Mixpanel leads by thirteen points.
Mixpanel13%#2 of 9
Gainsight0%#– of 9
The full small business standing →
Mid-marketThe figures above
Mixpanel leads by four points.
Mixpanel10%#3 of 10
Gainsight6%#6 of 10
The full mid-market standing →
Enterprise
The order flips: Gainsight leads at enterprise.
Gainsight9%#3 of 12
Mixpanel4%#6 of 12
The full enterprise standing →

What the models said about Mixpanel

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

“Suffered a security incident (smishing attack) in November 2025... OpenAI dropped them post-breach. Be wary if data security and transparency are priorities.” Grok 4.1 Fast · negative prompt · hard negative
“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
“| Mixpanel | Product/behavioral analytics | Free tier; $28/mo+ | Funnels, retention; easy for SaaS/ecomm |” Grok 4.1 Fast · scale prompt · first choice

What the models said about Gainsight

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

“you cannot afford the 6-month implementation times, heavy coding requirements, or dedicated operations teams required by enterprise-level beasts like Gainsight or Adobe Real-Time CDP” Gemini 3.5 Flash · direct prompt · soft negative
“Worth evaluating if you need a broader customer-retention platform and have the resources to implement and manage it.” GPT-6 Luna · direct prompt · soft negative
“The most frequently cited all-around options for mid-market B2B are HubSpot's customer platform ... and Gainsight for customer-success / revenue intelligence.” Muse Glimmer 30B · direct prompt · first choice
“If your primary goal is managing existing relationships, reducing churn, and upselling, Gainsight is the industry standard for B2B companies.” Qwen 3.7 Flash · direct prompt · first choice
“Factors.ai or Gainsight paired with your existing CRM is a strong starting point” 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.