# MLlib vs scikit-learn Comparison | | MLlib | scikit-learn | |---|---|---| | **Star Rating** | 4.1 out of 5 | 4.8 out of 5 | | **Total Reviews** | 14 | 60 | | **Largest Market Segment** | Mid-Market (50.0% of reviews) | Enterprise (40.0% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### MLlib **Not enough data** ### scikit-learn Pros: - Ease of Use (1 reviews) - Machine Learning (1 reviews) Cons: - Lagging Issues (1 reviews) - Limited Customization (1 reviews) --- ## Ratings Comparison | Rating | MLlib | scikit-learn | |---|---|---| | **Meets Requirements** | 8.5 (14 reviews) | 9.6 (53 reviews) | | **Ease of Use** | 8.8 (14 reviews) | 9.6 (53 reviews) | | **Ease of Setup** | 8.7 (9 reviews) | 9.6 (41 reviews) | | **Ease of Admin** | 7.9 (7 reviews) | 9.4 (39 reviews) | | **Quality of Support** | 7.3 (10 reviews) | 9.4 (49 reviews) | | **Has the product been a good partner in doing business?** | 7.6 (7 reviews) | 9.2 (35 reviews) | | **Product Direction (% positive)** | 7.5 (14 reviews) | 9.3 (53 reviews) | --- ## Pricing ### MLlib #### Entry-Level Pricing No pricing available #### Free Trial No information available ### scikit-learn #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Machine Learning | Product | Score | Reviews | |---|---|---| | **MLlib** | N/A | N/A | | **scikit-learn** | N/A | N/A | #### Integration - Machine Learning | Feature | MLlib | scikit-learn | |---|---|---| | **Integration** | Not enough data | Not enough data | #### Learning - Machine Learning | Feature | MLlib | scikit-learn | |---|---|---| | **Training Data** | Not enough data | Not enough data | | **Actionable Insights** | Not enough data | Not enough data | | **Algorithm** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Machine Learning Software](https://www.g2.com/categories/machine-learning) --- ## Reviewer Demographics ### By Company Size | Segment | MLlib | scikit-learn | |---|---|---| | **Small-Business** | 21.4% | 28.3% | | **Mid-Market** | 50.0% | 31.7% | | **Enterprise** | 28.6% | 40.0% | ### By Industry #### MLlib - **Financial Services:** 21.4% - **Computer Software:** 21.4% - **Telecommunications:** 14.3% - **Information Technology and Services:** 14.3% - **Wireless:** 7.1% - **Research:** 7.1% - **Defense & Space:** 7.1% - **Accounting:** 7.1% #### 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% - **Hospital & Health Care:** 5.0% - **Research:** 3.3% - **Arts and Crafts:** 1.7% - **Consumer Electronics:** 1.7% - **Financial Services:** 1.7% - **Other:** 11.7% --- ## Alternatives ### Alternatives to MLlib - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1943 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1277 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Aspect Workforce](https://www.g2.com/products/aspect-workforce/reviews) — 4.2/5 stars (315 reviews) ### Alternatives to scikit-learn - [Weka](https://www.g2.com/products/weka/reviews) — 4.3/5 stars (13 reviews) - [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) — 4.5/5 stars (32 reviews) - [XGBoost](https://www.g2.com/products/xgboost/reviews) — 4.4/5 stars (13 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1943 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1277 reviews) --- ## Top Discussions ### MLlib No discussions available for this product. ### scikit-learn - Title: [What is scikit-learn used for?](https://www.g2.com/discussions/scikit-learn-what-is-scikit-learn-used-for) — 2 comments > **Top comment:** "Scikit-learn is a powerful library, well-integrated with other Python libraries such as pandas, NumPy, Matplotlib, and Seaborn. It supports creating machine..." - Title: [What is Python Scikit learn?](https://www.g2.com/discussions/what-is-python-scikit-learn) — 1 comment > **Top comment:** "It is a library used to implement machine-learning models. Provides vast range of methods to perform data preprocessing, feature selection, and popularly..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/mllib-vs-scikit-learn)