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# scikit-learn vs spaCy Comparison - What are their main differences?

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scikit-learnspaCy[+ Add Product](#)

Pricing

**scikit-learn**
No pricing available

**spaCy**
No pricing available

**Pricing Insights**
from reviews

Perceived Cost

**scikit-learn**
$$$$$

**spaCy**
Not enough reviews yet

Average Discount

**scikit-learn**
10%

**spaCy**
Not enough reviews yet

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Time to Implement

**scikit-learn** 6 months
Based on 100 responses

**spaCy** 6 months
Based on 100 responses

Return on Investment

**scikit-learn** 6 months
Based on 100 responses

**spaCy** 6 months
Based on 100 responses

**Pros & Cons**
from reviews

**scikit-learn**

Ease of Use (1)

Machine Learning (1)

Lagging Issues (1)

Limited Customization (1)

**spaCy**
Not enough data

**Ratings**
from reviews

Meets Requirements

**scikit-learn**

**9.6** /10

Based on 53 responses

**spaCy**

**9.3** /10

Based on 15 responses

Ease of Use

**scikit-learn**

**9.6** /10

Based on 53 responses

**spaCy**

**8.3** /10

Based on 15 responses

Ease of Setup

**scikit-learn**

**9.6** /10

Based on 41 responses

**spaCy**

**8.3** /10

Based on 13 responses

Ease of Admin

**scikit-learn**

**9.4** /10

Based on 39 responses

**spaCy**

**8.8** /10

Based on 12 responses

Quality of Support

**scikit-learn**

**9.4** /10

Based on 49 responses

**spaCy**

**9.0** /10

Based on 12 responses

Has the product been a good partner in doing business?

**scikit-learn**

**9.2** /10

Based on 35 responses

**spaCy**

**8.9** /10

Based on 11 responses

Product Direction (% positive)

**scikit-learn**

**9.3** /10

Based on 53 responses

**spaCy**

**8.4** /10

Based on 15 responses

**Features**
ratings from reviews

User Insights

**Reviewers' Company Size**

Small-Business(50 or fewer emp.)
28.3%

Mid-Market(51-1000 emp.)
31.7%

Enterprise(\> 1000 emp.)
40.0%

Small-Business(50 or fewer emp.)
28.3%

Mid-Market(51-1000 emp.)
31.7%

Enterprise(\> 1000 emp.)
40.0%

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.)
38.1%

Mid-Market(51-1000 emp.)
33.3%

Enterprise(\> 1000 emp.)
28.6%

**Reviewers' Industry**

[![scikit-learn](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_77c883b19775c25838d2055fc2e7387e/scikit-learn.png "scikit-learn")](https://www.g2.com/products/scikit-learn/reviews)
scikit-learn

Computer Software
35.0%

Information Technology and Services
16.7%

Higher Education
11.7%

Computer & Network Security
6.7%

Education Management
5.0%

Other
25.0%

[![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

**scikit-learn Alternatives**

 ![MLlib](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_761bf1c4ba21d6f1ef348c760d3943c1/mllib.jpg "MLlib")

[
MLlib
](/products/mllib/reviews)

 ![Weka](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8c10cc72a4d651d34af6b29fb7c84c01/weka.png "Weka")

[
Weka
](/products/weka/reviews)

 ![Google Cloud TPU](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-tpu.jpg "Google Cloud TPU")

[
Google Cloud TPU
](/products/google-cloud-tpu/reviews)

 ![XGBoost](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/xgboost.png "XGBoost")

[
XGBoost
](/products/xgboost/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)

## scikit-learn vs spaCy

When assessing the two solutions, reviewers found scikit-learn easier to use, set up, and administer. Reviewers also preferred doing business with scikit-learn overall.

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