GTM AI Index
Index › GTM data and infrastructure › Product analytics › Mixpanel vs LogRocket
Product analytics · September 2026 Edition

Mixpanel vs LogRocket

Five of twelve models named Mixpanel first on the direct prompt; zero named LogRocket. Mixpanel was named by twelve of the twelve models and LogRocket by seven and Mixpanel carries 60 labels and LogRocket 10, so the shares are not directly comparable.

Mixpanel

accepted challenger

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

LogRocket

accepted challenger

Named in one category this edition.

First-choice share28%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 8; printed, not drawn.
Labels6010A 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 was named alongside these two in eleven of the twelve direct answers. Amplitude vs Mixpanel · Amplitude vs LogRocket · Mixpanel vs PostHog

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 product analytics page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
MixpanelFirst choices, of twelve modelsLogRocket
Direct50
Paraphrase50
Comparative10
Budget-constrained211 against Mixpanel
Scale-constrained10
Negative009 against Mixpanel · 1 against LogRocket
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.

Every model, every framing

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

The direct prompt

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

Mixpanel first, LogRocket not the choice

5 of 12 modelsLogRocket was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Mixpanel alternatives: Amplitude, Heap, June, Pendo
Gemini 3.5 FlashMixpanel alternatives: Amplitude, Pendo, PostHog
Perplexity SonarMixpanel alternatives: Amplitude, Heap, Pendo, PostHog
Grok 4.1 FastMixpanel alternatives: Amplitude, Pendo, PostHog
GLM 4.7 FlashXMixpanel alternatives: Amplitude, Heap, Pendo, PostHog

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniAmplitude alternatives: Heap, Mixpanel, PostHog
Mistral SmallAmplitude Analytics alternatives: Mixpanel, Pendo, PostHog
DeepSeek V4 FlashAmplitude alternatives: Mixpanel, Pendo, PostHog
Qwen 3.7 FlashAmplitude, Pendo alternatives: Heap, Mixpanel
Kimi K2Amplitude alternatives: Heap, Mixpanel, Pendo, PostHog

Neither was named

2 of 12 modelsThe answer made no first choice from these two in this category.
Llama 4 MaverickAmplitude
MiniMax M2.5Pendo alternatives: Amplitude, Heap

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 thirty-four points.
Mixpanel34%#2 of 8
LogRocket0%#– of 8
The full small business standing →
Mid-marketThe figures above
Mixpanel leads by twenty-six points.
Mixpanel28%#2 of 8
LogRocket2%#5 of 8
The full mid-market standing →
Enterprise
Mixpanel leads by eight points.
Mixpanel8%#3 of 9
LogRocket0%#– of 9
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.

“Highest Caution: Mixpanel ... When to avoid: If handling sensitive user data or EU users” Grok 4.1 Fast · negative prompt · hard negative
“Choose Mixpanel if: You want a highly intuitive, self-serve interface that your non-technical teams will actually use” Gemini 3.5 Flash · scale prompt · first choice
“Mixpanel is frequently cited as the best balance of cost, ease of use, and B2B-specific features” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about LogRocket

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

“Session replay tools broadly (FullStory, Hotjar, LogRocket, Smartlook, etc.) - Inherent privacy danger” DeepSeek V4 Flash · negative prompt · soft negative
“such as PostHog, Countly, or LogRocket” Llama 4 Maverick · budget prompt · first choice
“Best for: Developer-focused analytics and debugging” Kimi K2 · comparative prompt · alternative
Also compared
Amplitude vs MixpanelAmplitude vs LogRocketMixpanel vs PostHogMixpanel vs PendoMixpanel vs Google Analytics 4PostHog vs LogRocketPendo vs LogRocketLogRocket vs Google Analytics 4All fifteen head-to-head pages and the full product analytics 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.