# Aiven for Apache Kafka alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 206 of the 252 answers in the 1 category where Aiven for Apache Kafka holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/aiven-for-apache-kafka/alternatives/

## Named instead, most often (every category and segment added)

- Confluent Cloud: 63
- Apache Kafka: 36
- Redpanda: 26
- Amazon Kinesis Data Streams: 4
- Amazon MSK: 4
- Google Cloud Pub/Sub: 4

## Streaming platforms

**Small business**: 67 of 84 answers did not name Aiven for Apache Kafka (Aiven for Apache Kafka is #7 of 16 at 3%).

- Redpanda: first choice in 16 of those 67
- Confluent Cloud: first choice in 15 of those 67
- Apache Kafka: first choice in 4 of those 67
- Google Cloud Pub/Sub: first choice in 4 of those 67
- NATS JetStream: first choice in 4 of those 67
- StreamYard: first choice in 4 of those 67
- Upstash Kafka: first choice in 4 of those 67
- Amazon Kinesis Data Streams: first choice in 3 of those 67

**Mid-market**: 70 of 84 answers did not name Aiven for Apache Kafka (Aiven for Apache Kafka is #6 of 11 at 2%).

- Confluent Cloud: first choice in 18 of those 70
- Apache Kafka: first choice in 14 of those 70
- Redpanda: first choice in 7 of those 70
- Amazon MSK: first choice in 2 of those 70
- Dacast: first choice in 2 of those 70
- YouTube Live: first choice in 2 of those 70
- Amazon Kinesis Data Streams: first choice in 1 of those 70
- Azure Event Hubs: first choice in 1 of those 70

**Enterprise**: 69 of 84 answers did not name Aiven for Apache Kafka (Aiven for Apache Kafka is #4 of 10 at 6%).

- Confluent Cloud: first choice in 30 of those 69
- Apache Kafka: first choice in 18 of those 69
- Redpanda: first choice in 3 of those 69
- Amazon MSK: first choice in 2 of those 69
- Amazon MSK Provisioned: first choice in 1 of those 69
- Azure Event Hubs: first choice in 1 of those 69
- Bizzabo: first choice in 1 of those 69
- Managed Apache Pulsar: first choice in 1 of those 69

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.