# Amazon Comprehend vs spaCy Comparison

| | Amazon Comprehend | spaCy | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 82 | 21 | 
| **Largest Market Segment** | Mid-Market (40.7% of reviews) | Small-Business (38.1% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Amazon Comprehend

Pros:
- Access (1 reviews)
- Content Creation (1 reviews)

Cons:
- Accuracy Issues (1 reviews)
- Expensive (1 reviews)

### spaCy

**Not enough data**

---
## Ratings Comparison
| Rating | Amazon Comprehend | spaCy | 
|---|---|---|
  | **Meets Requirements** | 8.6 (74 reviews) | 9.3 (15 reviews) | 
  | **Ease of Use** | 8.7 (74 reviews) | 8.3 (15 reviews) | 
  | **Ease of Setup** | 8.2 (30 reviews) | 8.3 (13 reviews) | 
  | **Ease of Admin** | 8.1 (18 reviews) | 8.8 (12 reviews) | 
  | **Quality of Support** | 8.5 (66 reviews) | 9.0 (12 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.1 (18 reviews) | 8.9 (11 reviews) | 
  | **Product Direction (% positive)** | 9.0 (72 reviews) | 8.4 (15 reviews) | 

---
## Pricing

### Amazon Comprehend

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### spaCy

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Component Libraries

| Product | Score | Reviews |
|---|---|---|
| **Amazon Comprehend** | N/A | N/A |
| **spaCy** | N/A | N/A |

#### Functionality

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Language Contingency** | Not enough data | Not enough data | 
| **Component Library** | Not enough data | Not enough data | 
| **Unlocked Components** | Not enough data | Not enough data | 

#### Management

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Framework Integration** | Not enough data | Not enough data | 
| **Repository Management** | Not enough data | Not enough data | 
| **Support** | Not enough data | Not enough data | 

### Natural Language Understanding (NLU)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Comprehend** | 8.4/10 | 40 |
| **spaCy** | N/A | N/A |

#### Algorithm

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Part of Speech Tagging** | 8.7 (26 reviews) | Not enough data | 
| **Summarization** | 8.6 (25 reviews) | Not enough data | 
| **Named Entity Recognition** | 8.7 (33 reviews) | Not enough data | 
| **Sentiment Analysis** | 8.7 (30 reviews) | Not enough data | 
| **Emotion Detection** | 8.2 (24 reviews) | Not enough data | 
| **Language Detection** | 8.3 (27 reviews) | Not enough data | 

#### System

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (27 reviews) | Not enough data | 
| **Programming Language Support** | 8.1 (28 reviews) | Not enough data | 
| **Drag and Drop** | 8.1 (24 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.6 (32 reviews) | Not enough data | 
| **Customizable Models** | 7.3 (30 reviews) | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Amazon Comprehend** | 8.4/10 | 30 |
| **spaCy** | N/A | N/A |

#### Setup

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Integration** | 8.7 (26 reviews) | Not enough data | 
| **Maintenance** | 8.6 (26 reviews) | Not enough data | 
| **No-Code** | 7.6 (23 reviews) | Not enough data | 

#### Data

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Security** | 8.6 (25 reviews) | Not enough data | 
| **Data Visualization** | 8.1 (25 reviews) | Not enough data | 

#### Analysis

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Automation** | 8.0 (26 reviews) | Not enough data | 
| **Named entity recognition** | 8.3 (24 reviews) | Not enough data | 
| **Keyphrase Extraction** | 8.8 (24 reviews) | Not enough data | 
| **Topic Analysis** | 9.0 (24 reviews) | Not enough data | 
| **Sentiment Analysis** | 8.7 (23 reviews) | Not enough data | 
| **Language Identification** | 8.1 (24 reviews) | Not enough data | 
| **Syntax/Part of Speech Parsing** | 8.3 (23 reviews) | Not enough data | 

#### Customization

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **Pre-Built Parameterization** | 8.2 (25 reviews) | Not enough data | 
| **Custom Extension** | 7.9 (22 reviews) | Not enough data | 
| **Compositionality** | 8.5 (21 reviews) | Not enough data | 

#### Generative AI

| Feature | Amazon Comprehend | spaCy | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

---
## Categories

**Unique to Amazon Comprehend (2):** [Natural Language Understanding (NLU) Software](https://www.g2.com/categories/natural-language-understanding-nlu), [Text Analysis Software](https://www.g2.com/categories/text-analysis)

**Unique to spaCy (1):** [Component Libraries Software](https://www.g2.com/categories/component-libraries)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Comprehend | spaCy | 
|---|---|---|
| **Small-Business** | 39.5% | 38.1% | 
| **Mid-Market** | 40.7% | 33.3% | 
| **Enterprise** | 19.8% | 28.6% | 

### By Industry

#### Amazon Comprehend

- **Information Technology and Services:** 17.3%
- **Accounting:** 12.3%
- **Computer Software:** 11.1%
- **Retail:** 6.2%
- **Financial Services:** 6.2%
- **Education Management:** 4.9%
- **Marketing and Advertising:** 4.9%
- **Computer & Network Security:** 3.7%
- **Higher Education:** 3.7%
- **Consumer Goods:** 2.5%
- **Other:** 27.2%

#### spaCy

- **Computer Software:** 42.9%
- **Information Technology and Services:** 23.8%
- **Retail:** 4.8%
- **Real Estate:** 4.8%
- **Legal Services:** 4.8%
- **Insurance:** 4.8%
- **Hospital & Health Care:** 4.8%
- **Education Management:** 4.8%
- **Accounting:** 4.8%

---
## Alternatives

### Alternatives to Amazon Comprehend

- [Google Cloud Natural Language API](https://www.g2.com/products/google-cloud-natural-language-api/reviews) — 4.3/5 stars (98 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Google Cloud Translation API](https://www.g2.com/products/google-cloud-translation-api/reviews) — 4.4/5 stars (330 reviews)
- [Microsoft Text Analytics API](https://www.g2.com/products/microsoft-text-analytics-api/reviews) — 4.4/5 stars (14 reviews)
- [NLTK](https://www.g2.com/products/nltk/reviews) — 4.4/5 stars (48 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (800 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews)
- [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) — 4.6/5 stars (342 reviews)
- [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews)

### Alternatives to spaCy

- [Essential Studio](https://www.g2.com/products/essential-studio/reviews) — 4.5/5 stars (733 reviews)
- [Progress Kendo UI](https://www.g2.com/products/progress-kendo-ui/reviews) — 4.4/5 stars (255 reviews)
- [Progress Telerik](https://www.g2.com/products/progress-telerik/reviews) — 4.5/5 stars (216 reviews)
- [Ionic: An OutSystems Company](https://www.g2.com/products/ionic-an-outsystems-company/reviews) — 4.4/5 stars (153 reviews)
- [DevExpress](https://www.g2.com/products/devexpress/reviews) — 4.8/5 stars (116 reviews)
- [Selenium WebDriver](https://www.g2.com/products/selenium-webdriver/reviews) — 4.5/5 stars (100 reviews)
- [pandas python](https://www.g2.com/products/pandas-python/reviews) — 4.6/5 stars (98 reviews)
- [Flutter](https://www.g2.com/products/flutter/reviews) — 4.6/5 stars (72 reviews)
- [Appsmith](https://www.g2.com/products/appsmith/reviews) — 4.6/5 stars (67 reviews)
- [IronPDF](https://www.g2.com/products/ironpdf/reviews) — 4.9/5 stars (57 reviews)

---
## Top Discussions

### Amazon Comprehend

- Title: [How can increase sell](https://www.g2.com/discussions/how-can-increase-sell) — 3 comments, 2 upvotes
  > **Top comment:** "In order to help me handle a number of issues in this regard, you need to get in touch with a reputable website brokering service. If you want to know if..."

### spaCy

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-comprehend-vs-explosion-ai-spacy)