Amplifying/ai-benchmarks

PostHog

Open-source product analytics platform

JS/TS
Overall Rank
Not in top 20
3.8%
Pick Rate
3 of 80 (CI: 1.3–10.5%)
3
Primary Picks
of 80 extractable
16
Alt Picks
also mentioned 9x
Competitive
Category Tier
68.8% winner dominance

In Feature Flags

Full comparison →
Custom/DIY55/80 (68.8%) CI: 57.9–77.8%
LaunchDarkly17/80 (21.3%) CI: 13.7–31.4%
PostHog3/80 (3.8%) CI: 1.3–10.5%

By Model

Sonnet 4.5
0%
avg across repos
Opus 4.5
22.2%
avg across repos
Opus 4.6
0%
avg across repos

Per-Repo Breakdown

RepoStackSonnetOpus 4.5Opus 4.6
TaskFlowJS/TS
Next.js 14, TypeScript, App Router22.2%

Key Insight

The clearest build-over-buy result. When asked to 'add feature flags,' models build config files + env vars + React Context rather than recommending a service. Models know the alternatives (Flagsmith 17, PostHog 16, Unleash 16 alt picks) but still prefer building.

Frequently Asked Questions

Does Claude Code recommend PostHog?
PostHog appears in 3.8% of Feature Flags responses. The category leader is Custom/DIY at 68.8%.
What feature flags tool does Claude Code prefer?
Custom/DIY leads at 68.8%. The category is classified as "Competitive" (<50% dominance). Other options include LaunchDarkly (21.3%) and PostHog (3.8%).
How do different Claude models compare on PostHog?
Across repos, Sonnet 4.5 averages 0%, Opus 4.5 averages 22.2%, and Opus 4.6 averages 0% for PostHog.

See Also