githuganswered from live GitHub & Hugging Face data
What is the modern alternative to ClickHouse for real-time analytics in 2026?
ClickHouse faces strong competition in 2026 from specialized real-time analytics tools, with options focused on specific industries and use cases. While ClickHouse remains a viable choice, emerging alternatives illustrate diverse applications in various domains.
Alternatives to ClickHouse
| Project | Stars | Last Updated | Language | License | Best for |
|---|---|---|---|---|---|
| selormwalker/sky-stream-analytics | 1 | 4 hours ago | TypeScript | None stated | Real-time dashboard and analytics with WebSocket support. |
| ilhamag7038/pump-analyzer | 1 | 4 hours ago | N/A | None stated | Token tracking on Solana with real-time analytics. |
| Lakshay7858/risk-operations-console | 0 | 4 hours ago | Python | MIT | Trade risk monitoring with heatmaps and drill-down views. |
| xpyct1337/ton-quant | 1 | 4 hours ago | Python | None stated | Blockchain analytics focused on the TON ecosystem. |
Notable Findings:
Sky Stream Analytics (selormwalker/sky-stream-analytics): This actively maintained TypeScript project emphasizes real-time data visualization through live WebSocket streams. It has been updated recently, with no open issues, suggesting robust ongoing development.
Pump Analyzer (ilhamag7038/pump-analyzer): While it targets a niche market (Solana tokens), its features for tracking real-time price changes demonstrate a specialized analytics approach.
Risk Operations Console (Lakshay7858/risk-operations-console): This tool is geared toward compliance teams, offering an accessible interface for monitoring customs trade risk. It utilizes Python’s FastAPI and PostgreSQL, highlighting its efficiency. It is also very user-friendly with straightforward installation instructions.
TON Quant (xpyct1337/ton-quant): Focused on the blockchain sector, this project provides deep analytics for the TON ecosystem, integrating multiple data sources for comprehensive insights.
Conclusion:
For general-purpose real-time analytics beyond what ClickHouse offers, Sky Stream Analytics emerges as a noteworthy contender for dashboarding due to its active maintenance and community support. If you need a specific solution for token or trade analytics, consider Pump Analyzer or Risk Operations Console respectively.
Choose Sky Stream if you require flexible real-time data visualization; opt for Pump Analyzer if you're in crypto trading; and select Risk Operations Console for compliance analytics.