# Amazon Kinesis Data Streams vs Confluent Comparison

---
## Frequently Asked Questions

### What is the difference between Confluent vs Amazon Kinesis Data Streams?

Confluent stands out for its managed Kafka infrastructure and integration features, while Amazon Kinesis Data Streams is favored for AWS-native scalability and real-time analytics.

| [Confluent](https://www.g2.com/products/confluent/reviews) | [Amazon Kinesis Data Streams](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews) |
| --- | --- |
| G2 Rating (reviews): 4.4/5 (114 reviews) | G2 Rating (reviews): 4.3/5 (90 reviews) |
| Largest Segment: Enterprise | Largest Segment: Enterprise |
| Ease of Setup score: 8.2 | Ease of Setup score: 8.6 |
| Quality of Support score: 8.3 | Quality of Support score: 8.6 |
| Top Reviewer-Cited Strength: Managed Kafka infrastructure and connectors | Top Reviewer-Cited Strength: Real-time data processing and AWS integration |



### How do the pricing models of Confluent and Amazon Kinesis Data Streams compare?

Amazon Kinesis Data Streams is rated higher for value, with a stronger Price/Cost satisfaction score than Confluent.

- **Confluent:** In recent reviews, several reviewers mention that costs can escalate with higher data volumes and that some features are only available in higher editions.
- **Amazon Kinesis Data Streams:** Reviewers highlight its cost-effectiveness and pay-as-you-go model, but note that costs can rise if streams are not monitored or sharding is not managed efficiently.
- **Switching reasons:** Reviewers cite switching to Amazon Kinesis Data Streams for better integration with AWS services and to avoid the operational overhead of managing Kafka infrastructure.



### What are the best alternatives to Confluent and Amazon Kinesis Data Streams?

The top three alternatives to Confluent and Amazon Kinesis Data Streams are Cloudera, Lenses, and Apache Kafka.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Confluent](https://www.g2.com/products/confluent/reviews) | 4.4/5 (114 reviews) | Enterprise | Costs can escalate with data volume | Managed Kafka infrastructure and connectors |
| [Amazon Kinesis Data Streams](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews) | 4.3/5 (90 reviews) | Enterprise | Cost-effective, but can rise with usage | Real-time data processing and AWS integration |
| [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | — | Enterprise data management and analytics |
| [Lenses](https://www.g2.com/products/lenses/reviews) | 4.2/5 (17 reviews) | — | — | Kafka monitoring and management |
| [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) | 4.5/5 (132 reviews) | Enterprise | — | Open-source event streaming platform |



### Which Event Stream Processing features should I prioritize when comparing Confluent and Amazon Kinesis Data Streams?

Buyers should prioritize integration capabilities, real-time processing, scalability, ease of setup, and support quality when comparing Confluent and Amazon Kinesis Data Streams.

- **Integration capabilities:** Confluent has 1 all-time mention for integrations; Amazon Kinesis Data Streams has 1 all-time mention for AWS Lambda integration.
- **Real-time processing:** Confluent and Amazon Kinesis Data Streams both have 1 all-time mention for real-time processing.
- **Scalability:** Both products are frequently cited for scalability in recent reviews.
- **Ease of setup:** Confluent scores 8.2, Amazon Kinesis Data Streams scores 8.6.
- **Support quality:** Confluent scores 8.3, Amazon Kinesis Data Streams scores 8.6.



### What are the pros and cons of Confluent vs Amazon Kinesis Data Streams?

Confluent's headline strength is managed Kafka infrastructure and connectors, while Amazon Kinesis Data Streams excels in AWS-native real-time data processing and integration.

- **Confluent strengths:** Managed Kafka infrastructure, connectors, data integration, ease of use, real-time streaming, reliability (each with 1 all-time mention).
- **Confluent trade-offs:** Cost estimation, expense, initial difficulties, learning curve, limited features (each with 1 all-time mention).
- **Amazon Kinesis Data Streams strengths:** Real-time data, real-time processing, streaming, API integration, fast processing, performance, real-time analytics (each with 1-2 all-time mentions).
- **Amazon Kinesis Data Streams trade-offs:** Difficult setup (2 all-time mentions), expense (2 all-time mentions), resource-intensive learning (2 all-time mentions), complexity, integration issues, learning curve, limitations, pricing issues (each with 1 all-time mention).



### Is Confluent or Amazon Kinesis Data Streams better for small businesses?

Amazon Kinesis Data Streams is a better fit for small businesses, as reviewers highlight its cost-effectiveness and ease of scaling without infrastructure management.

- **Confluent:** Largest segment is Enterprise; reviewers note a steep learning curve and higher costs for small businesses.
- **Amazon Kinesis Data Streams:** Largest segment is Enterprise; recent reviews from small-business users highlight its pay-as-you-go pricing and minimal operational overhead as advantages for smaller teams.



### Which Event Stream Processing platform has better integrations?

Amazon Kinesis Data Streams is favored for integrations, especially within the AWS ecosystem.

- **Confluent:** Integrations are mentioned in recent reviews, with 1 all-time mention for connectors and easy integrations.
- **Amazon Kinesis Data Streams:** AWS Lambda integration is cited in recent reviews, with 1 all-time mention, and reviewers frequently highlight its strong integration with other AWS services.



### How do Confluent and Amazon Kinesis Data Streams compare on customer support?

Amazon Kinesis Data Streams scores higher on Quality of Support, with a 0.3-point lead over Confluent (8.6 vs 8.3).

- **Confluent:** Reviewers describe support as knowledgeable and helpful, with several citing positive experiences and timely assistance.
- **Amazon Kinesis Data Streams:** Reviewers consistently praise support quality, noting excellent AWS customer support and effective troubleshooting.



### Which is easier to implement, Confluent or Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams is rated higher for Ease of Setup, with a 0.4-point advantage over Confluent (8.6 vs 8.2).

- **Confluent:** Reviewers mention straightforward setup for those familiar with Kafka, but note a learning curve and some complexity for beginners.
- **Amazon Kinesis Data Streams:** Reviewers highlight easy setup, especially for AWS users, though some mention initial complexity with shards and throughput concepts.



### Which product has better Integration?

Confluent and Amazon Kinesis Data Streams are both cited for integration, with reviewers noting strong integration capabilities for each.

- **Confluent:** Integration is mentioned in recent reviews, with 1 all-time mention for connectors and easy integrations.
- **Amazon Kinesis Data Streams:** Integration with AWS Lambda is cited in recent reviews, with 1 all-time mention, and reviewers highlight its integration with AWS services.



| | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 90 | 114 | 
| **Largest Market Segment** | Mid-Market (37.0% of reviews) | Enterprise (35.1% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Amazon Kinesis Data Streams

Pros:
- Real-time Data (2 reviews)
- Real-Time Processing (2 reviews)

Cons:
- Difficult Setup (2 reviews)
- Expensive (2 reviews)

### Confluent

Pros:
- Cloud Computing (1 reviews)
- Cloud Services (1 reviews)

Cons:
- Cost Estimation (1 reviews)
- Expensive (1 reviews)

---
## Ratings Comparison
| Rating | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
  | **Meets Requirements** | 9.1 (53 reviews) | 8.7 (88 reviews) | 
  | **Ease of Use** | 8.4 (53 reviews) | 8.4 (89 reviews) | 
  | **Ease of Setup** | 8.6 (20 reviews) | 8.2 (39 reviews) | 
  | **Ease of Admin** | 8.4 (18 reviews) | 8.1 (39 reviews) | 
  | **Quality of Support** | 8.6 (48 reviews) | 8.3 (82 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (18 reviews) | 8.5 (36 reviews) | 
  | **Product Direction (% positive)** | 8.1 (44 reviews) | 9.0 (89 reviews) | 

---
## Pricing

### Amazon Kinesis Data Streams

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Confluent

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Streams** | 9.1/10 | 21 |
| **Confluent** | 8.7/10 | 68 |

#### Data

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Data Processing** | 9.1 (20 reviews) | 8.7 (63 reviews) | 
| **Data Sources** | 9.2 (18 reviews) | 8.8 (59 reviews) | 
| **Integration** | 8.8 (20 reviews) | 8.8 (63 reviews) | 
| **Real-Time Processing** | 9.4 (20 reviews) | 9.0 (64 reviews) | 

#### Analytics

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Reporting & Analytics** | 8.9 (12 reviews) | 8.2 (57 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Streams** | N/A | N/A |
| **Confluent** | 8.3/10 | 23 |

#### Database

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (18 reviews) | 
| **Data Distribution** | Not enough data | 8.7 (17 reviews) | 
| **Data Lake** | Not enough data | 8.3 (15 reviews) | 

#### Integrations

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (12 reviews) | 
| **Spark Integration** | Not enough data | 8.2 (14 reviews) | 

#### Platform

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Machine Scaling** | Not enough data | 8.2 (17 reviews) | 
| **Data Preparation** | Not enough data | 7.8 (16 reviews) | 
| **Spark Integration** | Not enough data | 8.2 (14 reviews) | 

#### Processing

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Cloud Processing** | Not enough data | 8.2 (16 reviews) | 
| **Workload Processing** | Not enough data | 8.3 (17 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Streams** | N/A | N/A |
| **Confluent** | 8.3/10 | 26 |

#### Data Transformation

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.9 (22 reviews) ✓ Verified | 
| **Data Querying** | Not enough data | 8.4 (20 reviews) ✓ Verified | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Connectivity

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.2 (17 reviews) ✓ Verified | 
| **Spark Integration** | Not enough data | 8.6 (19 reviews) ✓ Verified | 
| **Multi-Source Analysis** | Not enough data | 8.3 (22 reviews) ✓ Verified | 
| **Data Lake** | Not enough data | 8.1 (19 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **What-if Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Operations

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.3 (22 reviews) ✓ Verified | 
| **Data Workflow** | Not enough data | 7.9 (21 reviews) ✓ Verified | 
| **Governed Discovery** | Not enough data | 8.2 (18 reviews) ✓ Verified | 
| **Embedded Analytics** | Not enough data | Feature Not Available | 
| **Notebooks** | Not enough data | Feature Not Available | 
| **Data Discovery** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Data Warehousing** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **High Volume Processing** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Streams** | N/A | N/A |
| **Confluent** | N/A | N/A |

#### Building Reports

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics)


**Unique to Confluent (2):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Kinesis Data Streams | Confluent | 
|---|---|---|
| **Small-Business** | 27.2% | 33.3% | 
| **Mid-Market** | 37.0% | 31.5% | 
| **Enterprise** | 35.8% | 35.1% | 

### By Industry

#### Amazon Kinesis Data Streams

- **Computer Software:** 14.8%
- **Information Technology and Services:** 13.6%
- **Financial Services:** 12.3%
- **Consumer Services:** 4.9%
- **Banking:** 4.9%
- **Retail:** 3.7%
- **Marketing and Advertising:** 3.7%
- **Internet:** 3.7%
- **Insurance:** 3.7%
- **Higher Education:** 2.5%
- **Other:** 32.1%

#### Confluent

- **Computer Software:** 21.8%
- **Information Technology and Services:** 15.5%
- **Financial Services:** 13.6%
- **Banking:** 5.5%
- **Retail:** 5.5%
- **Telecommunications:** 4.5%
- **Hospital & Health Care:** 2.7%
- **Automotive:** 1.8%
- **Semiconductors:** 1.8%
- **Computer & Network Security:** 1.8%
- **Other:** 25.5%

---
## Alternatives

### Alternatives to Amazon Kinesis Data Streams

- [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) — 4.5/5 stars (131 reviews)
- [Google Cloud Dataflow](https://www.g2.com/products/google-cloud-dataflow/reviews) — 4.2/5 stars (44 reviews)
- [Spark Streaming](https://www.g2.com/products/spark-streaming/reviews) — 4.2/5 stars (40 reviews)
- [Google Cloud Pub/Sub](https://www.g2.com/products/google-cloud-pub-sub/reviews) — 4.5/5 stars (39 reviews)
- [Apache Flink](https://www.g2.com/products/apache-flink/reviews) — 4.4/5 stars (17 reviews)
- [Azure Event Hubs](https://www.g2.com/products/azure-event-hubs/reviews) — 4.2/5 stars (13 reviews)
- [Aiven for Apache Kafka](https://www.g2.com/products/aiven-for-apache-kafka/reviews) — 4.3/5 stars (245 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (614 reviews)
- [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) — 4.0/5 stars (115 reviews)

### Alternatives to Confluent

- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.2/5 stars (200 reviews)
- [Lenses](https://www.g2.com/products/lenses/reviews) — 4.2/5 stars (17 reviews)
- [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) — 4.5/5 stars (131 reviews)
- [Amazon Managed Streaming for Apache Kafka (Amazon MSK)](https://www.g2.com/products/amazon-managed-streaming-for-apache-kafka-amazon-msk/reviews) — 4.0/5 stars (24 reviews)
- [Aiven for Apache Kafka](https://www.g2.com/products/aiven-for-apache-kafka/reviews) — 4.3/5 stars (245 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (762 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (374 reviews)

---
## Top Discussions

### Amazon Kinesis Data Streams

No discussions available for this product.

### Confluent

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-amazon-kinesis-data-streams-vs-confluent)