# Confluent Cloud alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 125 of the 252 answers in the 1 category where Confluent Cloud 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/confluent-cloud/alternatives/

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

- Redpanda: 16
- Apache Kafka: 9
- Aiven for Apache Kafka: 5
- Dacast: 4
- NATS JetStream: 4
- StreamYard: 4

## Streaming platforms

**Small business**: 46 of 84 answers did not name Confluent Cloud (Confluent Cloud is #1 of 16 at 21%).

- Redpanda: first choice in 6 of those 46
- NATS JetStream: first choice in 4 of those 46
- StreamYard: first choice in 4 of those 46
- Upstash Kafka: first choice in 4 of those 46
- NATS: first choice in 3 of those 46
- RabbitMQ: first choice in 3 of those 46
- Aiven for Apache Kafka: first choice in 2 of those 46
- Dacast: first choice in 2 of those 46

**Mid-market**: 47 of 84 answers did not name Confluent Cloud (Confluent Cloud is #1 of 11 at 39%).

- Redpanda: first choice in 6 of those 47
- Apache Kafka: first choice in 5 of those 47
- Dacast: first choice in 2 of those 47
- YouTube Live: first choice in 2 of those 47
- Aiven for Apache Kafka: first choice in 1 of those 47
- Amazon MSK: first choice in 1 of those 47
- Apache Pulsar: first choice in 1 of those 47
- Bizzabo: first choice in 1 of those 47

**Enterprise**: 32 of 84 answers did not name Confluent Cloud (Confluent Cloud is #1 of 10 at 61%).

- Apache Kafka: first choice in 4 of those 32
- Redpanda: first choice in 4 of those 32
- Aiven for Apache Kafka: first choice in 2 of those 32
- Amazon MSK: first choice in 1 of those 32
- Amazon MSK Provisioned: first choice in 1 of those 32
- Bizzabo: first choice in 1 of those 32
- Confluent BYOC: first choice in 1 of those 32
- WarpStream: first choice in 1 of those 32

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