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# Amazon Kinesis Data Analytics vs Amazon OpenSearch Service Comparison - What are their main differences?

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Amazon Kinesis Data AnalyticsAmazon OpenSearch Service[+ Add Product](#)

Pricing

**Amazon Kinesis Data Analytics**
No pricing available

**Amazon OpenSearch Service**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Amazon Kinesis Data Analytics**
Not enough reviews yet

**Amazon OpenSearch Service**
2 months

Based on 10 responses

Return on Investment

**Amazon Kinesis Data Analytics**
Not enough reviews yet

**Amazon OpenSearch Service**
19 months

Based on 9 responses

Perceived Cost

**Amazon Kinesis Data Analytics**
Not enough reviews yet

**Amazon OpenSearch Service**
$$$$$

Average Discount

**Amazon Kinesis Data Analytics**
Not enough reviews yet

**Amazon OpenSearch Service**
13%

**Pros & Cons**
from reviews

**Amazon Kinesis Data Analytics**
[
Analytics (1)
](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews?filters%5Bsentiment_snippet%5D=2292080&qs=pros-and-cons#reviews)[
Cloud Services (1)
](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews?filters%5Bsentiment_snippet%5D=2292069&qs=pros-and-cons#reviews)[
Complexity (1)
](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews?filters%5Bsentiment_snippet%5D=2291987&qs=pros-and-cons#reviews)[
Complexity Issues (1)
](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews?filters%5Bsentiment_snippet%5D=2292099&qs=pros-and-cons#reviews)

**Amazon OpenSearch Service**
Not enough data

Integrations

**Amazon Kinesis Data Analytics**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b350900e1c1cde239f398145fc13d8f3/apache-flink.jpg "Product Avatar Image")

Apache Flink

](https://www.g2.com/products/apache-flink/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2ee63e12e69012a4f49f8f8140ec68cc/flink.jpg "Product Avatar Image")

Flink

](https://www.g2.com/products/flink/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_527e4d48309cfe9c225ff398e2aa70e1/flinkml.png "Product Avatar Image")

FlinkML

](https://www.g2.com/products/flinkml/reviews)[
View all
](https://www.g2.com/products/amazon-kinesis-data-analytics/integrations)

**Amazon OpenSearch Service**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-cloudwatch.jpg "Product Avatar Image")

Amazon CloudWatch

](https://www.g2.com/products/amazon-cloudwatch/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image")

Amazon S3 Glacier

](https://www.g2.com/products/amazon-s3-glacier/reviews)[
View all
](https://www.g2.com/products/amazon-opensearch-service/integrations)

Screenshots

**Amazon Kinesis Data Analytics**
 ![Amazon Kinesis Data Analytics screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1249560/HIW---KDA.png)

**Amazon OpenSearch Service**
No screenshot available

**Ratings**
from reviews

Meets Requirements

**Amazon Kinesis Data Analytics**

7.7

7.710

**Amazon OpenSearch Service**

8.6

8.676

Ease of Use

**Amazon Kinesis Data Analytics**

8.3

8.310

**Amazon OpenSearch Service**

8.5

8.575

Ease of Setup

**Amazon Kinesis Data Analytics**

7.7

7.75

**Amazon OpenSearch Service**

8.1

8.138

Ease of Admin

**Amazon Kinesis Data Analytics**
Not enough data

**Amazon OpenSearch Service**

8.3

8.335

Quality of Support

**Amazon Kinesis Data Analytics**

7.8

7.810

**Amazon OpenSearch Service**

8.1

8.171

Has the product been a good partner in doing business?

**Amazon Kinesis Data Analytics**
Not enough data

**Amazon OpenSearch Service**

8.4

8.436

Product Direction (% positive)

**Amazon Kinesis Data Analytics**

7.4

7.49

**Amazon OpenSearch Service**

8.1

8.172

**Features**
ratings from reviews

Enterprise Search Software[Hide 69 FeaturesShow 69 Features](javascript:void(0);)

Not enough data

8.4

33

Agentic AI - Enterprise Search Software

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Compatibility

Federated Search

Not enough data

8.4(won by default)

29

File Types

Not enough data

8.1(won by default)

29

Global Language Support

Not enough data

8.3(won by default)

27

AI powered search - Enterprise Search Software

Generative RAG (Retrieval augmented generation)

Not enough data

Not enough data

Relevance Tuning

Not enough data

Not enough data

NLP & Semantic search

Not enough data

Not enough data

Fuzzy Search

Not enough data

Not enough data

Search Queries

Typo Tolerance

Not enough data

8.2(won by default)

29

Faceted Search

Not enough data

8.2(won by default)

27

Synonyms

Not enough data

8.5(won by default)

27

Highlighting

Not enough data

8.5(won by default)

27

Natural Language

Not enough data

8.4(won by default)

29

Full Text Search

Not enough data

Not enough data

Compatibility - Enterprise Search Software

Global Language Support

Not enough data

Not enough data

Federated Search

Not enough data

Not enough data

File Types

Not enough data

Not enough data

Functionality

Personalization

Not enough data

8.2(won by default)

28

Search Analytics

Not enough data

8.7(won by default)

29

Integrations

Not enough data

8.6(won by default)

30

Visual Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Additional Functionality

Sentiment Analysis

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Indexing

Not enough data

Not enough data

Autocomplete

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Catalog Management

Not enough data

Not enough data

Query Suggestions

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

For Enterprises

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Functionality - Enterprise Search Software

Search Analytics

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Integrations

Not enough data

Not enough data

Search Queries - Enterprise Search Software

Highlighting

Not enough data

Not enough data

Faceted Search

Not enough data

Not enough data

Typo Tolerance

Not enough data

Not enough data

Synonyms

Not enough data

Not enough data

Show 2 feature categories with incomplete data

Event Stream Processing[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

Not enough data

Data

Data Processing

Not enough data

Not enough data

Data Sources

Not enough data

Not enough data

Integration

Not enough data

Not enough data

Real-Time Processing

Not enough data

Not enough data

Analytics

Reporting & Analytics

Not enough data

Not enough data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

Integration APIs

Not enough data

Not enough data

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

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

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

User Insights

Reviewers' Company Size

[![Amazon Kinesis Data Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-kinesis-data-analytics.svg "Amazon Kinesis Data Analytics")](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews)

Amazon Kinesis Data Analytics

Small-Business(50 or fewer emp.)

28.6%

Mid-Market(51-1000 emp.)

7.1%

Enterprise(\> 1000 emp.)

64.3%

[![Amazon OpenSearch Service](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-opensearch-service.svg "Amazon OpenSearch Service")](https://www.g2.com/products/amazon-opensearch-service/reviews)

Amazon OpenSearch Service

Small-Business(50 or fewer emp.)

29.2%

Mid-Market(51-1000 emp.)

36.5%

Enterprise(\> 1000 emp.)

34.4%

Small-Business

(50 or fewer emp.)

28.6%

29.2%

Mid-Market

(51-1000 emp.)

7.1%

36.5%

Enterprise

(\> 1000 emp.)

64.3%

34.4%

Reviewers' Industry

[![Amazon Kinesis Data Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-kinesis-data-analytics.svg "Amazon Kinesis Data Analytics")](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews)
Amazon Kinesis Data Analytics

Computer Software

21.4%

Information Technology and Services

14.3%

Consulting

7.1%

Hospital & Health Care

7.1%

Financial Services

7.1%

Other

42.9%

[![Amazon OpenSearch Service](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-opensearch-service.svg "Amazon OpenSearch Service")](https://www.g2.com/products/amazon-opensearch-service/reviews)
Amazon OpenSearch Service

Computer Software

19.8%

Information Technology and Services

16.7%

Telecommunications

6.3%

Higher Education

4.2%

Retail

4.2%

Other

49.0%

FAQs

## Amazon Kinesis Data Analytics vs Amazon OpenSearch Service FAQs

Generated using AI

Last updated: August 16, 2026

### What is the difference between Amazon OpenSearch Service vs Amazon Kinesis Data Analytics?

Amazon OpenSearch Service is favored for centralized log management and search analytics, while Amazon Kinesis Data Analytics is used for real-time stream processing and analytics on streaming data.

| [Amazon OpenSearch Service](https://www.g2.com/products/amazon-opensearch-service/reviews) | [Amazon Kinesis Data Analytics](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews) |
| --- | --- |
| 4.2/5 (102 reviews) | 4.1/5 (15 reviews) |
| — | — |
| 8.1 | 7.7 |
| 8.1 | 7.8 |
| Centralized log management and search analytics | Real-time stream processing and analytics |

### How do the pricing models of Amazon OpenSearch Service and Amazon Kinesis Data Analytics compare?

Amazon OpenSearch Service is rated higher for value, with a stronger satisfaction score on price-related dimensions than Amazon Kinesis Data Analytics.

- **Amazon OpenSearch Service:** Reviewers highlight lower operational costs for large-scale log storage and appreciate the pay-what-you-use model, though some note costs can rise with scaling and retention policies.
- **Amazon Kinesis Data Analytics:** Reviewers mention cost efficiency with its pay-as-you-go model, but also note the need for careful cost monitoring and configuration to avoid unexpected expenses.

### What are the best alternatives to Amazon OpenSearch Service and Amazon Kinesis Data Analytics?

The top 3 alternatives to Amazon OpenSearch Service and Amazon Kinesis Data Analytics are SAS Viya, Google Cloud Search, and HubSpot Data Hub.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Amazon OpenSearch Service](https://www.g2.com/products/amazon-opensearch-service/reviews) | 4.2/5 (102 reviews) | — | Reviewers highlight lower operational costs for large-scale log storage | Centralized log management and search analytics |
| [Amazon Kinesis Data Analytics](https://www.g2.com/products/amazon-kinesis-data-analytics/reviews) | 4.1/5 (15 reviews) | — | Reviewers mention cost efficiency but note the need for careful cost monitoring | Real-time stream processing and analytics |
| [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) | 4.3/5 (818 reviews) | Small-Business | — | Advanced analytics capabilities |
| [Google Cloud Search](https://www.g2.com/products/google-cloud-search/reviews) | 4.3/5 (24 reviews) | Small-Business | — | Enterprise search integration with Google ecosystem |
| [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) | 4.5/5 (578 reviews) | Small-Business | — | Data integration and automation |

### Which Enterprise Search Software features should I prioritize when comparing Amazon OpenSearch Service and Amazon Kinesis Data Analytics?

Buyers should prioritize ease of setup, quality of support, integration capabilities, scalability, and real-time analytics when comparing Amazon OpenSearch Service and Amazon Kinesis Data Analytics.

- **Ease of Setup:** Amazon OpenSearch Service scores 8.1, Amazon Kinesis Data Analytics scores 7.7.
- **Quality of Support:** Amazon OpenSearch Service scores 8.1, Amazon Kinesis Data Analytics scores 7.8.
- **Integration Capabilities:** Amazon Kinesis Data Analytics is frequently cited for integrations with Flink and Apache Flink; Amazon OpenSearch Service is noted for AWS ecosystem integration.
- **Scalability:** Both products are praised for scalability in recent reviews, with Amazon OpenSearch Service highlighted for cloud-native workloads and Amazon Kinesis Data Analytics for automatic scaling in streaming pipelines.
- **Real-Time Analytics:** Amazon Kinesis Data Analytics is specifically cited for real-time stream processing and analytics, while Amazon OpenSearch Service is noted for near real-time search and analytics.

### What are the pros and cons of Amazon OpenSearch Service vs Amazon Kinesis Data Analytics?

Amazon OpenSearch Service's headline strength is centralized log management and search analytics, while Amazon Kinesis Data Analytics excels in real-time stream processing and analytics.

- **Amazon OpenSearch Service strengths:** Reviewers highlight centralized log management, powerful search and analytics, scalability, managed infrastructure, and strong AWS integration.
- **Amazon OpenSearch Service trade-offs:** Reviewers note complexity in cluster management and index optimization, rising costs with scaling, and a learning curve for advanced features.
- **Amazon Kinesis Data Analytics strengths:** Reviewers cite real-time stream processing, automatic scaling, managed Apache Flink infrastructure, and strong integration with Kinesis streams, Kafka, S3, and CloudWatch.
- **Amazon Kinesis Data Analytics trade-offs:** Reviewers mention a steep learning curve for Apache Flink concepts, complexity in developing and debugging streaming applications, and the need for careful cost management.

### Is Amazon OpenSearch Service or Amazon Kinesis Data Analytics better for small businesses?

Amazon OpenSearch Service is the better fit for small businesses, as reflected by its higher satisfaction scores and positive reviewer sentiment.

- **Amazon OpenSearch Service:** Reviewers from small businesses highlight ease of setup, operational efficiency, and cost-effectiveness for large-scale log storage.
- **Amazon Kinesis Data Analytics:** Reviewers note the platform's scalability and real-time analytics, but also mention a steeper learning curve and complexity for new users.

### Which Enterprise Search Software platform has better integrations?

Amazon Kinesis Data Analytics is favored for integrations, with reviewers frequently citing its compatibility with Flink and Apache Flink.

- **Amazon OpenSearch Service:** Reviewers highlight integration with the AWS ecosystem and mention compatibility with AWS services, but do not cite specific third-party integrations in recent reviews.
- **Amazon Kinesis Data Analytics:** Flink and Apache Flink are cited integrations, with reviewers noting their importance for real-time stream processing.

### How do Amazon OpenSearch Service and Amazon Kinesis Data Analytics compare on customer support?

Amazon OpenSearch Service and Amazon Kinesis Data Analytics are rated in near-parity on Quality of Support, with scores of 8.1 and 7.8 respectively, which is below the materiality threshold for a clear winner.

- **Amazon OpenSearch Service:** Reviewers consistently describe responsive and helpful support, especially for AWS-related issues and operational troubleshooting.
- **Amazon Kinesis Data Analytics:** Reviewers mention supportive AWS staff, but also note challenges in finding specialized support for complex streaming applications.

### Which is easier to implement, Amazon OpenSearch Service or Amazon Kinesis Data Analytics?

Amazon OpenSearch Service is rated higher for Ease of Setup, scoring 8.1 versus Amazon Kinesis Data Analytics at 7.7, a difference above the materiality threshold.

- **Amazon OpenSearch Service:** Reviewers describe setup as straightforward for basic use cases, with configuration and scaling becoming more complex for advanced workloads.
- **Amazon Kinesis Data Analytics:** Reviewers note that setup is generally easy, but developing and deploying complex streaming applications requires familiarity with Apache Flink concepts, increasing the learning curve.

Alternatives

**Amazon Kinesis Data Analytics Alternatives**

 ![SAS Viya](https://images.g2crowd.com/uploads/product/hd_favicon/bd7a361df879327ee92c1d048aada28e/sas-sas-viya.svg "SAS Viya")

[
SAS Viya
](/products/sas-sas-viya/reviews)

 ![HubSpot Data Hub](https://images.g2crowd.com/uploads/product/hd_favicon/623d45935338f8a4283f9a911c18780c/hubspot-data-hub.svg "HubSpot Data Hub")

[
HubSpot Data Hub
](/products/hubspot-data-hub/reviews)

 ![Tealium](https://images.g2crowd.com/uploads/product/hd_favicon/ab5785ba5f2b55a17cd0b0784fd34381/tealium-2026-07-21.svg "Tealium")

[
Tealium
](/products/tealium-2026-08-12/reviews)

 ![Spotfire Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/d4e0e320d2c90324c1d66baebd1e456e/spotfire-analytics.svg "Spotfire Analytics")

[
Spotfire Analytics
](/products/spotfire-analytics/reviews)

**Amazon OpenSearch Service Alternatives**

 ![Google Cloud Search](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_a3badfab95a234fd3d0823e66b0f640e/google-cloud-search.png "Google Cloud Search")

[
Google Cloud Search
](/products/google-cloud-search/reviews)

 ![Azure Cognitive Search](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/microsoft-azure-cognitive-search.jpeg "Azure Cognitive Search")

[
Microsoft Bing for Commerce
](/products/microsoft-azure-cognitive-search/reviews)

 ![Elasticsearch](https://images.g2crowd.com/uploads/product/hd_favicon/e7602b1e1f7be279a08b2d0959fa2432/elastic-elasticsearch.svg "Elasticsearch")

[
Elasticsearch
](/products/elastic-elasticsearch/reviews)

 ![Azure AI Search](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/azure-ai-search.jpeg "Azure AI Search")

[
Azure AI Search
](/products/azure-ai-search/reviews)

## Amazon Kinesis Data Analytics vs Amazon OpenSearch Service

- Reviewers felt that Amazon OpenSearch Service meets the needs of their business better than Amazon Kinesis Data Analytics.
- When comparing quality of ongoing product support, reviewers felt that Amazon OpenSearch Service is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Amazon OpenSearch Service over Amazon Kinesis Data Analytics.