Thunderdome B2B SaaS AI Visibility Index

← Product Analytics ranking

Head-to-head · September 2026 snapshot

PostHog vs Mixpanel

PostHog leads overall; Mixpanel still owns enterprise and Claude. PostHog sits 1 point clear on overall Visibility Score and is pulling away faster, up 6 points month-over-month against Mixpanel's 3, driven by wins on feature-led and budget-framing questions where buyers are comparison-shopping. Mixpanel's grip on the enterprise question theme and a 9-point Claude advantage keep it genuinely competitive rather than just a runner-up. Gemini and ChatGPT both favor PostHog, so Mixpanel's hold on Claude is the single model leg it cannot afford to lose.

PostHog Mixpanel
Visibility Score 84 83
Rank in category #1 #2
Mention rate 97% 92%
#1 pick rate 39% 31%
Avg. position when named 2.4 2.0

Who each model prefers

ChatGPT
PostHog
83
Mixpanel
81
Claude
PostHog
82
Mixpanel
91
Gemini
PostHog
88
Mixpanel
77

The models split: ChatGPT prefers PostHog, Claude prefers Mixpanel, Gemini prefers PostHog.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

PostHogMixpanel
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question PostHog Mixpanel Edge
Best overallWhat's the best product analytics tool for a SaaS product? 9 9 even
Use-case fitWe want to understand user behavior, funnels, and retention in our app. What should we use? 8 9 Mixpanel
Top tools in 2026What are the top product analytics platforms in 2026? 9 9 even
Startup & small teamWhich product analytics tool is best for an early-stage startup? 9 9 even
Enterprise pickWhich product analytics platform should a large enterprise standardize on, considering security, compliance, and scale? 8 9 Mixpanel
Feature-led askI want session replays plus event analytics for our web app. What do you recommend? 9 6 PostHog
If you could pick oneIf you could only pick one product analytics tool, which one and why? 9 9 even
Budget & alternativesWhat's the best affordable alternative for product analytics if we're on a budget? 9 6 PostHog

Open this matchup in the compare tool →  ·  PostHog brand report  ·  Mixpanel brand report

Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.