# ClearML vs Weights & Biases Comparison | | ClearML | Weights & Biases | |---|---|---| | **Star Rating** | 4.7 out of 5 | 4.6 out of 5 | | **Total Reviews** | 13 | 54 | | **Largest Market Segment** | Small-Business (53.8% of reviews) | Small-Business (51.9% of reviews) | | **Entry Level Price** | Free 1 seat | Free 1 User Per Month | --- ## Top Pros & Cons ### ClearML **Not enough data** ### Weights & Biases Pros: - Ease of Use (3 reviews) - Features (2 reviews) Cons: - Functionality Limitations (1 reviews) - Lack of Guidance (1 reviews) --- ## Ratings Comparison | Rating | ClearML | Weights & Biases | |---|---|---| | **Meets Requirements** | 9.1 (11 reviews) | 8.9 (45 reviews) | | **Ease of Use** | 8.9 (11 reviews) | 8.7 (47 reviews) | | **Ease of Setup** | Not enough data | 8.6 (34 reviews) | | **Ease of Admin** | Not enough data | 8.0 (5 reviews) | | **Quality of Support** | 9.0 (10 reviews) | 8.9 (35 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 9.0 (5 reviews) | | **Product Direction (% positive)** | 10.0 (11 reviews) | 8.6 (43 reviews) | --- ## Pricing ### ClearML #### Entry-Level Pricing Plan: Free Price: Free 1 seat Key Features: - Open Source, End-to-End MLOPs Platform [Learn more about ClearML](https://www.g2.com/products/clearml/reviews) #### Free Trial Yes ### Weights & Biases #### Entry-Level Pricing Plan: Personal Price: Free 1 User Per Month Description: Weights & Biases is free for personal projects. Key Features: - Unlimited Experiments - Unlimited Tracked Hours - 100 GB storage and artifacts tracking [Browse all 3 editions](https://www.g2.com/products/weights-biases/pricing) #### Free Trial No --- ## Features Comparison By Category ### Artificial Intelligence | Product | Score | Reviews | |---|---|---| | **ClearML** | N/A | N/A | | **Weights & Biases** | N/A | N/A | #### Additional Functionality | Feature | ClearML | Weights & Biases | |---|---|---| | **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 | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **ClearML** | 9.2/10 | 8 | | **Weights & Biases** | 8.2/10 | 39 | #### Deployment | Feature | ClearML | Weights & Biases | |---|---|---| | **Language Flexibility** | 10.0 (5 reviews) | 8.2 (31 reviews) | | **Framework Flexibility** | 9.2 (6 reviews) | 8.5 (31 reviews) | | **Versioning** | 10.0 (6 reviews) | 8.7 (31 reviews) | | **Ease of Deployment** | 9.7 (5 reviews) | 8.8 (32 reviews) | | **Scalability** | 10.0 (6 reviews) | 8.3 (30 reviews) | #### Deployment | Feature | ClearML | Weights & Biases | |---|---|---| | **Language Flexibility** | 9.2 (6 reviews) | 8.3 (28 reviews) | | **Framework Flexibility** | 8.8 (8 reviews) | 8.6 (29 reviews) | | **Versioning** | 9.4 (8 reviews) | 8.6 (27 reviews) | | **Ease of Deployment** | 9.0 (7 reviews) | 8.4 (29 reviews) | | **Scalability** | 9.8 (8 reviews) | 8.3 (29 reviews) | #### Management | Feature | ClearML | Weights & Biases | |---|---|---| | **Cataloging** | 8.9 (6 reviews) | 8.6 (26 reviews) | | **Monitoring** | 8.3 (6 reviews) | 9.3 (31 reviews) | | **Governing** | 9.3 (5 reviews) | 7.7 (25 reviews) | | **Model Registry** | 9.5 (7 reviews) | 8.5 (27 reviews) | #### Operations | Feature | ClearML | Weights & Biases | |---|---|---| | **Metrics** | 8.8 (7 reviews) | 9.0 (31 reviews) | | **Infrastructure management** | 8.6 (7 reviews) | 7.8 (26 reviews) | | **Collaboration** | 9.4 (8 reviews) | 8.5 (31 reviews) | #### Management | Feature | ClearML | Weights & Biases | |---|---|---| | **Cataloging** | 9.3 (7 reviews) | 8.3 (26 reviews) | | **Monitoring** | 8.5 (8 reviews) | 9.4 (31 reviews) | | **Governing** | 9.2 (6 reviews) | 7.6 (23 reviews) | #### Generative AI | Feature | ClearML | Weights & Biases | |---|---|---| | **AI Text Generation** | Not enough data | 5.8 (10 reviews) | | **AI Text Summarization** | Not enough data | 6.2 (10 reviews) | --- ## Categories **Shared Categories (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Unique to ClearML (1):** [Other Development Software](https://www.g2.com/categories/other-development) --- ## Reviewer Demographics ### By Company Size | Segment | ClearML | Weights & Biases | |---|---|---| | **Small-Business** | 53.8% | 51.9% | | **Mid-Market** | 30.8% | 32.7% | | **Enterprise** | 15.4% | 15.4% | ### By Industry #### ClearML - **Information Technology and Services:** 38.5% - **Computer Software:** 38.5% - **Media Production:** 7.7% - **Hospital & Health Care:** 7.7% - **Consumer Goods:** 7.7% #### Weights & Biases - **Computer Software:** 28.8% - **Research:** 25.0% - **Information Technology and Services:** 9.6% - **Biotechnology:** 9.6% - **Automotive:** 5.8% - **Consumer Electronics:** 3.8% - **Computer Hardware:** 3.8% - **Manufacturing:** 1.9% - **Renewables & Environment:** 1.9% - **Mechanical or Industrial Engineering:** 1.9% - **Other:** 7.7% --- ## Alternatives ### Alternatives to ClearML - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (745 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.8/5 stars (381 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews) - [Okta](https://www.g2.com/products/okta/reviews) — 4.5/5 stars (1364 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (321 reviews) - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) — 4.4/5 stars (130 reviews) - [DVC](https://www.g2.com/products/dvc/reviews) — 4.7/5 stars (11 reviews) ### Alternatives to Weights & Biases - [Comet.ml](https://www.g2.com/products/comet-ml/reviews) — 4.3/5 stars (18 reviews) - [DVC](https://www.g2.com/products/dvc/reviews) — 4.7/5 stars (11 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (745 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.8/5 stars (381 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (321 reviews) - [Determined AI](https://www.g2.com/products/determined-ai/reviews) — 4.5/5 stars (11 reviews) --- ## Top Discussions ### ClearML No discussions available for this product. ### Weights & Biases No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/clearml-vs-weights-biases)