candela
开源可私有化的用户行为分析。Self-hosted user behavior analytics on ClickHouse and ClkLog. Events, funnels, retention, dashboards. AGPL-3.0.
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This is 1 of 109 launches in privacy-focused web analytics and compliance — see how it stacks up on momentum and crowding →
12 other launches read as similar to this one →
Details
- External ID
- 1413864127
- Source
- GITHUB
- Company
- —
- Product
- candela
- Website domain
- github.com
- Launched
- Oct. 11, 2026
- Cohort
- —
- Upvotes
- 22
- Upvotes percentile
- 0.47
- Tags
- ai, ai-agents, analytics, analytics-tracking, clickhouse, clklog, dashboard, data-analytics, generative-ai, llm, open-source, product-analytics, self-hosted, user-behavior, vibe-coding
Enrichment
- Niche
- privacy-focused web analytics and compliance
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- self-hosted user behavior analytics on clickhouse
- Manually corrected
- False
Could you build this?
Partial While standard CRUD dashboards and analytics query builders are easy to vibe-code, building an end-to-end telemetry ingestion engine and complex funnel/retention queries on ClickHouse requires specialized database tuning.
What it would actually take: The stack involves a lightweight ingestion collector (Go or Rust) feeding a ClickHouse cluster with custom aggregation schemas, paired with a web UI for dashboards. The hard part is authoring optimized ClickHouse SQL queries using specialized aggregate functions (like windowFunnel and retention) that run efficiently on billions of events. It requires deep knowledge of OLAP database schema design, partitioning, and distributed data pipelines.
Competitors
Other products that read as similar to this one — 12 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 13 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 293 days after the earliest competitor.
- Fabylon Statistics · ph · 2026-09-06 · 2 upvotes · similarity 0.39
- Logchef · hn · 2025-12-22 · 5 upvotes · similarity 0.35
- How to analyze your LLM output · hn · 2026-05-19 · 10 upvotes · similarity 0.35
- Human Behavior · ph · 2026-08-13 · 271 upvotes · similarity 0.34
- SensorFlow · ph · 2026-09-27 · 1 upvotes · similarity 0.33
- ClickNest a tiny self-hosted, AI native web analytics in Go · hn · 2026-02-26 · 6 upvotes · similarity 0.33
- Open-source and AI native web analytics · hn · 2026-08-14 · 10 upvotes · similarity 0.33
- GreenOrb Statistics · ph · 2026-10-06 · 2 upvotes · similarity 0.32
Other launches for this product
- No other launches for this product.