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Product analytics · September 2026 Edition

Pendo vs LogRocket

Two of twelve models named Pendo first on the direct prompt; zero named LogRocket. Pendo was named by twelve of the twelve models and LogRocket by seven and Pendo carries 45 labels and LogRocket 10, so the shares are not directly comparable.

Pendo

accepted challenger

Named in seven categories this edition.

LogRocket

accepted challenger

Named in one category this edition.

First-choice share11%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 8; printed, not drawn.
Labels4510A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Pendo 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 Pendo · Amplitude vs LogRocket · Mixpanel vs Pendo

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.
PendoFirst choices, of twelve modelsLogRocket
Direct20
Paraphrase30
Comparative00
Budget-constrained011 against Pendo
Scale-constrained00
Negative004 against Pendo · 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 Pendo 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
Pendo LogRocket first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pendo on the left and LogRocket on the right.

The direct prompt

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

Pendo first, LogRocket not the choice

2 of 12 modelsLogRocket was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashAmplitude, Pendo alternatives: Heap, Mixpanel
MiniMax M2.5Pendo alternatives: Amplitude, Heap

Neither was the first choice, one was named

8 of 12 modelsThe answer put something else first and named one of the two as an alternative.
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
Mistral SmallAmplitude Analytics alternatives: Mixpanel, Pendo, PostHog
DeepSeek V4 FlashAmplitude alternatives: Mixpanel, Pendo, PostHog
Kimi K2Amplitude alternatives: Heap, Mixpanel, Pendo, PostHog
GLM 4.7 FlashXMixpanel alternatives: Amplitude, Heap, Pendo, PostHog

Neither was named

2 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniAmplitude alternatives: Heap, Mixpanel, PostHog
Llama 4 MaverickAmplitude

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
Pendo leads by six points.
Pendo6%#4 of 8
LogRocket0%#– of 8
The full small business standing →
Mid-marketThe figures above
Pendo leads by nine points.
Pendo11%#4 of 8
LogRocket2%#5 of 8
The full mid-market standing →
Enterprise
Pendo leads by thirty-one points.
Pendo31%#2 of 9
LogRocket0%#– of 9
The full enterprise standing →

What the models said about Pendo

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

“Secondary analytics depth ... Opaque enterprise pricing ... Analytics afterthought” Qwen 3.7 Flash · negative prompt · hard negative
“Pendo is an all-round product experience platform... a good fit for mid-to-enterprise companies” Llama 4 Maverick · paraphrase prompt · first choice
“If you need to improve activation and onboard new users effectively, choose Pendo.” Qwen 3.7 Flash · direct 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 PendoAmplitude vs LogRocketMixpanel vs PendoMixpanel vs LogRocketPostHog vs PendoPostHog vs LogRocketPendo vs Google Analytics 4LogRocket 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.