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# Haystack by deepset vs spaCy Comparison - What are their main differences?

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Haystack by deepsetspaCy[+ Add Product](#)

Reviews

**Haystack by deepset** [

4.4/5(11)

](https://www.g2.com/products/haystack-by-deepset/reviews#reviews)

**spaCy** [

4.5/5(21)

](https://www.g2.com/products/explosion-ai-spacy/reviews#reviews)

Pricing

**Haystack by deepset**
No pricing available

**spaCy**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Haystack by deepset**
Not enough reviews yet

**spaCy**
4 months

Based on 5 responses

Return on Investment

**Haystack by deepset**
Not enough reviews yet

**spaCy**
Not enough reviews yet

Perceived Cost

**Haystack by deepset**
Not enough reviews yet

**spaCy**
Not enough reviews yet

Average Discount

**Haystack by deepset**
Not enough reviews yet

**spaCy**
Not enough reviews yet

Pros & Cons

**Haystack by deepset**
[
Ease of Use (4)
](https://www.g2.com/products/haystack-by-deepset/reviews?filters%5Bsentiment_snippet%5D=1323452&qs=pros-and-cons#reviews)[
Natural Language Processing (4)
](https://www.g2.com/products/haystack-by-deepset/reviews?filters%5Bsentiment_snippet%5D=1323667&qs=pros-and-cons#reviews)[
Complex Setup (2)
](https://www.g2.com/products/haystack-by-deepset/reviews?filters%5Bsentiment_snippet%5D=1323836&qs=pros-and-cons#reviews)[
Difficult Learning (1)
](https://www.g2.com/products/haystack-by-deepset/reviews?filters%5Bsentiment_snippet%5D=1323637&qs=pros-and-cons#reviews)

**spaCy**
Not enough data

Screenshots

**Haystack by deepset**
 ![Haystack by deepset 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/1860518/Screenshot_2026-08-31_at_11.47.09.png)

**spaCy**
No screenshot available

Ratings

Meets Requirements

**Haystack by deepset**

8.6

8.67

**spaCy**

9.3

9.315

Ease of Use

**Haystack by deepset**

8.1

8.17

**spaCy**

8.3

8.315

Ease of Setup

**Haystack by deepset**
Not enough data

**spaCy**

8.3

8.313

Ease of Admin

**Haystack by deepset**
Not enough data

**spaCy**

8.8

8.812

Quality of Support

**Haystack by deepset**

8.1

8.17

**spaCy**

9.0

9.012

Has the product been a good partner in doing business?

**Haystack by deepset**
Not enough data

**spaCy**

8.9

8.911

Product Direction (% positive)

**Haystack by deepset**

10.0

10.05

**spaCy**

8.4

8.415

Features

Show 5 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Generative AI[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Code Generation

Not enough data

Not enough data

Text to Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Virtual Characters and Avatars

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Conditional Generation

Not enough data

Not enough data

Transformer Model

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Interactive and Co-Creative Systems

Not enough data

Not enough data

Text Summarization

Not enough data

Not enough data

Data Augmentation

Not enough data

Not enough data

Variation Autoencoder Models

Not enough data

Not enough data

Adversarial Training

Not enough data

Not enough data

Transfer Learning and Fine-tuning

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Creative Design

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Foundation Model

Not enough data

Not enough data

Component Libraries[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

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

Framework Integration

Not enough data

Not enough data

Repository Management

Not enough data

Not enough data

Support

Not enough data

Not enough data

Generative AI Infrastructure[Hide 14 FeaturesShow 14 Features](javascript:void(0);)

Not enough data

Not enough data

Scalability and Performance - Generative AI Infrastructure

AI High Availability

Not enough data

Not enough data

AI Model Training Scalability

Not enough data

Not enough data

AI Inference Speed

Not enough data

Not enough data

Cost and Efficiency - Generative AI Infrastructure

AI Cost per API Call

Not enough data

Not enough data

AI Resource Allocation Flexibility

Not enough data

Not enough data

AI Energy Efficiency

Not enough data

Not enough data

Integration and Extensibility - Generative AI Infrastructure

AI Multi-cloud Support

Not enough data

Not enough data

AI Data Pipeline Integration

Not enough data

Not enough data

AI API Support and Flexibility

Not enough data

Not enough data

Security and Compliance - Generative AI Infrastructure

AI GDPR and Regulatory Compliance

Not enough data

Not enough data

AI Role-based Access Control

Not enough data

Not enough data

AI Data Encryption

Not enough data

Not enough data

Usability and Support - Generative AI Infrastructure

AI Documentation Quality

Not enough data

Not enough data

AI Community Activity

Not enough data

Not enough data

Large Language Model Operationalization (LLMOps)[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

Not enough data

Prompt Engineering - Large Language Model Operationalization (LLMOps) 

Prompt Optimization Tools

Not enough data

Not enough data

Template Library

Not enough data

Not enough data

Inference Optimization - Large Language Model Operationalization (LLMOps)

Batch Processing Support

Not enough data

Not enough data

Model Garden - Large Language Model Operationalization (LLMOps)

Model Comparison Dashboard

Not enough data

Not enough data

Custom Training - Large Language Model Operationalization (LLMOps)

Fine-Tuning Interface

Not enough data

Not enough data

Application Development - Large Language Model Operationalization (LLMOps) 

SDK & API Integrations

Not enough data

Not enough data

Model Deployment - Large Language Model Operationalization (LLMOps) 

One-Click Deployment

Not enough data

Not enough data

Scalability Management

Not enough data

Not enough data

Guardrails - Large Language Model Operationalization (LLMOps)

Content Moderation Rules

Not enough data

Not enough data

Policy Compliance Checker

Not enough data

Not enough data

Model Monitoring - Large Language Model Operationalization (LLMOps)

Drift Detection Alerts

Not enough data

Not enough data

Real-Time Performance Metrics

Not enough data

Not enough data

Security - Large Language Model Operationalization (LLMOps)

Data Encryption Tools

Not enough data

Not enough data

Access Control Management

Not enough data

Not enough data

Gateways & Routers - Large Language Model Operationalization (LLMOps)

Request Routing Optimization

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Haystack by deepset](https://images.g2crowd.com/uploads/product/hd_favicon/c4c55deaa185957e9dcc2a1f66a61535/haystack-by-deepset.svg "Haystack by deepset")](https://www.g2.com/products/haystack-by-deepset/reviews)

Haystack by deepset

Small-Business(50 or fewer emp.)

50.0%

Mid-Market(51-1000 emp.)

30.0%

Enterprise(\> 1000 emp.)

20.0%

[![spaCy](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_5b53aab1baaca01202da7d9dd0d3159e/explosion-ai-spacy.jpg "spaCy")](https://www.g2.com/products/explosion-ai-spacy/reviews)

spaCy

Small-Business(50 or fewer emp.)

38.1%

Mid-Market(51-1000 emp.)

33.3%

Enterprise(\> 1000 emp.)

28.6%

Small-Business

(50 or fewer emp.)

50.0%

38.1%

Mid-Market

(51-1000 emp.)

30.0%

33.3%

Enterprise

(\> 1000 emp.)

20.0%

28.6%

Reviewers' Industry

[![Haystack by deepset](https://images.g2crowd.com/uploads/product/hd_favicon/c4c55deaa185957e9dcc2a1f66a61535/haystack-by-deepset.svg "Haystack by deepset")](https://www.g2.com/products/haystack-by-deepset/reviews)
Haystack by deepset

Information Technology and Services

30.0%

Computer Software

30.0%

Public Relations and Communications

10.0%

Civil Engineering

10.0%

Automotive

10.0%

Other

10.0%

[![spaCy](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_5b53aab1baaca01202da7d9dd0d3159e/explosion-ai-spacy.jpg "spaCy")](https://www.g2.com/products/explosion-ai-spacy/reviews)
spaCy

Computer Software

42.9%

Information Technology and Services

23.8%

Retail

4.8%

Real Estate

4.8%

Legal Services

4.8%

Other

19.0%

Alternatives

**Haystack by deepset Alternatives**

 ![Gemini Enterprise Agent Platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/gemini-enterprise-agent-platform.png "Gemini Enterprise Agent Platform")

[
Gemini Enterprise Agent Platform
](/products/gemini-enterprise-agent-platform/reviews)

 ![Botpress](https://images.g2crowd.com/uploads/product/hd_favicon/b0bcdaac035b8ee31609366c73c04498/botpress.svg "Botpress")

[
Botpress
](/products/botpress/reviews)

 ![Okta](https://images.g2crowd.com/uploads/product/hd_favicon/fc3b8f792177eb1565971fd0bb450896/okta.svg "Okta")

[
Okta
](/products/okta/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

**spaCy Alternatives**

 ![Essential Studio](https://images.g2crowd.com/uploads/product/hd_favicon/fb2e30c793c451c67d0e9325e4dbc08e/essential-studio.svg "Essential Studio")

[
Essential Studio
](/products/essential-studio/reviews)

 ![Progress Kendo UI](https://images.g2crowd.com/uploads/product/hd_favicon/9ebcd1b8d635bb15805b3dce64c35d5b/progress-kendo-ui.png "Progress Kendo UI")

[
Progress Kendo UI
](/products/progress-kendo-ui/reviews)

 ![Progress Telerik](https://images.g2crowd.com/uploads/product/hd_favicon/b8d6ada91779c5f9bb59446c0e57f5dc/progress-telerik.jpg "Progress Telerik")

[
Progress Telerik
](/products/progress-telerik/reviews)

 ![Ionic: An OutSystems Company](https://images.g2crowd.com/uploads/product/hd_favicon/f54ebf1ba2a05bda436fc50ad8453316/ionic-an-outsystems-company.svg "Ionic: An OutSystems Company")

[
Ionic: An OutSystems Company
](/products/ionic-an-outsystems-company/reviews)

## Haystack by deepset vs spaCy

- Reviewers felt that spaCy meets the needs of their business better than Haystack by deepset.
- When comparing quality of ongoing product support, reviewers felt that spaCy is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Haystack by deepset over spaCy.