# Amazon Kinesis Data Analytics, Amazon OpenSearch Service vs Apache Lucene Comparison

| | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.2 out of 5 | 3.9 out of 5 | 
| **Total Reviews** | 14 | 102 | 11 | 
| **Largest Market Segment** | Enterprise (61.5% of reviews) | Mid-Market (36.5% of reviews) | Enterprise (54.5% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Amazon Kinesis Data Analytics

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

Cons:
- Complexity (1 reviews)
- Complexity Issues (1 reviews)

### Amazon OpenSearch Service

**Not enough data**

### Apache Lucene

**Not enough data**

---
## Ratings Comparison
| Rating | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
  | **Meets Requirements** | 7.4 (9 reviews) | 8.6 (76 reviews) | 8.2 (10 reviews) | 
  | **Ease of Use** | 8.3 (9 reviews) | 8.5 (75 reviews) | 8.3 (10 reviews) | 
  | **Ease of Setup** | Not enough data | 8.1 (38 reviews) | 7.3 (5 reviews) | 
  | **Ease of Admin** | Not enough data | 8.3 (35 reviews) | 6.7 (5 reviews) | 
  | **Quality of Support** | 7.6 (9 reviews) | 8.1 (71 reviews) | 7.8 (9 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.4 (36 reviews) | 7.3 (5 reviews) | 
  | **Product Direction (% positive)** | 7.1 (8 reviews) | 8.1 (72 reviews) | 7.7 (10 reviews) | 

---
## Pricing

### Amazon Kinesis Data Analytics

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Amazon OpenSearch Service

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Apache Lucene

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Analytics** | N/A | N/A |
| **Amazon OpenSearch Service** | N/A | N/A |
| **Apache Lucene** | N/A | N/A |

#### Data

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Data Processing** | Not enough data | Not enough data | Not enough data | 
| **Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Processing** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Reporting & Analytics** | Not enough data | Not enough data | Not enough data | 

### Enterprise Search Software

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Analytics** | N/A | N/A |
| **Amazon OpenSearch Service** | 8.4/10 | 33 |
| **Apache Lucene** | N/A | N/A |

#### Compatibility

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Federated Search** | Not enough data | 8.4 (29 reviews) | Not enough data | 
| **File Types** | Not enough data | 8.1 (29 reviews) | Not enough data | 
| **Global Language Support** | Not enough data | 8.3 (27 reviews) | Not enough data | 

#### Agentic AI - Enterprise Search Software

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Search Queries

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Typo Tolerance** | Not enough data | 8.2 (29 reviews) | Not enough data | 
| **Faceted Search** | Not enough data | 8.2 (27 reviews) | Not enough data | 
| **Synonyms** | Not enough data | 8.5 (27 reviews) | Not enough data | 
| **Highlighting** | Not enough data | 8.5 (27 reviews) | Not enough data | 
| **Natural Language** | Not enough data | 8.4 (29 reviews) | Not enough data | 

#### AI powered search - Enterprise Search Software

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | Not enough data | 
| **Relevance Tuning** | Not enough data | Not enough data | Not enough data | 
| **NLP & Semantic search** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Personalization** | Not enough data | 8.2 (28 reviews) | Not enough data | 
| **Search Analytics** | Not enough data | 8.7 (29 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.6 (30 reviews) | Not enough data | 

#### Compatibility - Enterprise Search Software

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **File Types** | Not enough data | Not enough data | Not enough data | 
| **Federated Search** | Not enough data | Not enough data | Not enough data | 
| **Global Language Support** | Not enough data | Not enough data | Not enough data | 

#### Functionality - Enterprise Search Software

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Search Analytics** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 

#### Search Queries - Enterprise Search Software

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Highlighting** | Not enough data | Not enough data | Not enough data | 
| **Faceted Search** | Not enough data | Not enough data | Not enough data | 
| **Typo Tolerance** | Not enough data | Not enough data | Not enough data | 
| **Synonyms** | Not enough data | Not enough data | Not enough data | 

### Site Search Software

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Analytics** | N/A | N/A |
| **Amazon OpenSearch Service** | N/A | N/A |
| **Apache Lucene** | N/A | N/A |

#### Agentic AI - Site Search

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Search Experience Management - Site Search

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Query Suggestions** | Not enough data | Not enough data | Not enough data | 
| **Typo Tolerance** | Not enough data | Not enough data | Not enough data | 
| **Synonyms** | Not enough data | Not enough data | Not enough data | 
| **Natural Language** | Not enough data | Not enough data | Not enough data | 
| **Rankings** | Not enough data | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | Not enough data | 

#### Functionality - Site Search

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Search Analytics** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 
| **Federated Search** | Not enough data | Not enough data | Not enough data | 
| **Multi-Language Support** | Not enough data | Not enough data | Not enough data | 

#### Generative AI - Site Search

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Text Generation** | Not enough data | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Amazon Kinesis Data Analytics** | N/A | N/A |
| **Amazon OpenSearch Service** | N/A | N/A |
| **Apache Lucene** | N/A | N/A |

#### Building Reports

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Amazon Kinesis Data Analytics (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 Amazon OpenSearch Service (2):** [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics)

**Unique to Apache Lucene (1):** [Site Search Software](https://www.g2.com/categories/site-search-software)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Kinesis Data Analytics | Amazon OpenSearch Service | Apache Lucene | 
|---|---|---|---|
| **Small-Business** | 30.8% | 29.2% | 18.2% | 
| **Mid-Market** | 7.7% | 36.5% | 27.3% | 
| **Enterprise** | 61.5% | 34.4% | 54.5% | 

### By Industry

#### Amazon Kinesis Data Analytics

- **Computer Software:** 23.1%
- **Information Technology and Services:** 15.4%
- **Hospital & Health Care:** 7.7%
- **Financial Services:** 7.7%
- **Entertainment:** 7.7%
- **E-Learning:** 7.7%
- **Consumer Electronics:** 7.7%
- **Computer Games:** 7.7%
- **Banking:** 7.7%
- **Automotive:** 7.7%

#### Amazon OpenSearch Service

- **Computer Software:** 19.8%
- **Information Technology and Services:** 16.7%
- **Telecommunications:** 6.3%
- **Higher Education:** 4.2%
- **Retail:** 4.2%
- **Computer & Network Security:** 4.2%
- **Accounting:** 3.1%
- **Automotive:** 3.1%
- **Pharmaceuticals:** 3.1%
- **Marketing and Advertising:** 3.1%
- **Other:** 32.3%

#### Apache Lucene

- **Computer Software:** 27.3%
- **Internet:** 18.2%
- **Higher Education:** 18.2%
- **Research:** 9.1%
- **Marketing and Advertising:** 9.1%
- **Information Technology and Services:** 9.1%
- **Automotive:** 9.1%

---
## Alternatives

### Alternatives to Amazon Kinesis Data Analytics

- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Aiven for Apache Kafka](https://www.g2.com/products/aiven-for-apache-kafka/reviews) — 4.3/5 stars (250 reviews)
- [Evam](https://www.g2.com/products/evam/reviews) — 4.8/5 stars (217 reviews)
- [Tray.ai](https://www.g2.com/products/tray-ai/reviews) — 4.5/5 stars (158 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) — 4.5/5 stars (131 reviews)
- [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) — 4.0/5 stars (117 reviews)

### Alternatives to Amazon OpenSearch Service

- [Google Cloud Search](https://www.g2.com/products/google-cloud-search/reviews) — 4.3/5 stars (24 reviews)
- [Azure Cognitive Search](https://www.g2.com/products/microsoft-azure-cognitive-search/reviews) — 3.8/5 stars (10 reviews)
- [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (292 reviews)
- [Azure AI Search](https://www.g2.com/products/azure-ai-search/reviews) — 4.5/5 stars (32 reviews)
- [Yext](https://www.g2.com/products/yext/reviews) — 4.4/5 stars (1121 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (764 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Doofinder](https://www.g2.com/products/doofinder/reviews) — 4.7/5 stars (494 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [GoLinks](https://www.g2.com/products/golinks/reviews) — 4.7/5 stars (806 reviews)

### Alternatives to Apache Lucene

- [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (451 reviews)
- [Coveo](https://www.g2.com/products/coveo/reviews) — 4.3/5 stars (142 reviews)
- [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (292 reviews)
- [Sitecore Digital Experience Platform](https://www.g2.com/products/sitecore-digital-experience-platform/reviews) — 4.1/5 stars (585 reviews)
- [Luigi's Box](https://www.g2.com/products/luigi-s-box/reviews) — 4.8/5 stars (425 reviews)
- [Athos Commerce](https://www.g2.com/products/athos-commerce-athos-commerce/reviews) — 4.5/5 stars (221 reviews)
- [Hawksearch](https://www.g2.com/products/hawksearch/reviews) — 4.2/5 stars (79 reviews)
- [SearchStax](https://www.g2.com/products/searchstax/reviews) — 4.5/5 stars (176 reviews)
- [Clerk.io](https://www.g2.com/products/clerk-io/reviews) — 4.8/5 stars (126 reviews)
- [AddSearch](https://www.g2.com/products/addsearch/reviews) — 4.6/5 stars (100 reviews)

---
## Top Discussions

### Amazon Kinesis Data Analytics

No discussions available for this product.

### Amazon OpenSearch Service

- Title: [What is AWS Elasticsearch service?](https://www.g2.com/discussions/what-is-aws-elasticsearch-service) — 1 comment
  > **Top comment:** "It is a open standard serch engine basically used for real time monitoring analysis of logs give you broad view of visibility."

### Apache Lucene

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-kinesis-data-analytics-vs-amazon-opensearch-service-vs-the-apache-software-foundation-apache-lucene)