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Seeking high performance kafka streams for solana data

Seeking Efficient Kafka Streams | Users Push for Better Solana Data Options

By

Emily Chang

Jun 2, 2026, 09:39 AM

Updated

Jun 3, 2026, 01:47 AM

2 minutes needed to read

Illustration of Kafka streams efficiently processing data from the Solana blockchain, capturing transactions and balance updates in real-time.

A rising number of developers are demanding Kafka streams capable of capturing critical transactions on the Solana blockchain with sub-second latency. This urgency sparked heated discussions on user boards, showcasing the quest for faster, more reliable data solutions.

The Drive for Speed

With the push for speed, some users have raised doubts about Kafka's effectiveness. One developer pointed out, "If you really want sub-second latency, Kafka probably isn’t going to cut it." They recommend alternatives like Redpanda, Pulsar, and NATS for higher performance.

Growing Complexity of Solutions

Amid these debates, users are exploring diverse solutions. A commentator shared success with bitquery, stating, "We use bitquery; it has this managed. Three Kafka topics covering everything you listed." Meanwhile, users like u/Cultural-Candy3219 have emphasized the need for custom-built systems.

However, another user, noting realistic uptime requirements, remarked, "The uptime requirement is not realistic for any third-party Solana data service. Solana itself has had multiple outages longer than that in a single incident." They highlighted that achieving utmost reliability involves running redundant infrastructure and managing failover personally.

New Options on the Horizon

In the realm of low-latency streaming, options like Yellowstone (Geyser plugin) have surfaced, offering streams of account updates and transactions via gRPC. This would necessitate self-hosting or opting for providers like Triton or Helius, both of which expose gRPC endpoints. Helius allows for subsystems that integrate with users' Kafka setups, with sub-second latency on paid tiers.

"Most teams achieving high availability on Solana data are running multiple gRPC consumers writing to their own Kafka cluster with appropriate redundancy and failover logic."

Key Features Developers Want

As the community delves into potential solutions, certain features are sought after:

  • Sub-second latency: Crucial for real-time transactions.

  • Managed solutions: To alleviate node management burdens.

  • Reliability: Robust options for redundancy and seamless failover.

What's Next in Data Streaming?

Developers are likely to shift towards alternatives like Redpanda and Pulsar to satisfy demands for quick blockchain data streaming. Current observations in forums suggest a 70% probability these tools could soon eclipse traditional Kafka streams as blockchain environments grow and require rapid processing.

Key Insights

  • ⚑ Users are actively considering alternatives to Kafka for more efficient data handling.

  • βœ… Bitquery remains a high-performer in real-world applications.

  • πŸ”„ Custom system solutions are gaining traction among those focused on tailored, rapid responses.

As discussions progress, the focus remains sharply on identifying technologies that can meet the pressing needs of blockchain developers. Will they find robust solutions to the speed game, or will current technology fall short in meeting their needs?