# ClearML vs DVC Comparison | | ClearML | DVC | |---|---|---| | **Star Rating** | 4.7 out of 5 | 4.7 out of 5 | | **Total Reviews** | 13 | 11 | | **Largest Market Segment** | Small-Business (53.8% of reviews) | Mid-Market (54.5% of reviews) | | **Entry Level Price** | Free 1 seat | No pricing available | --- ## Ratings Comparison | Rating | ClearML | DVC | |---|---|---| | **Meets Requirements** | 9.1 (11 reviews) | 8.9 (9 reviews) | | **Ease of Use** | 8.9 (11 reviews) | 6.9 (9 reviews) | | **Ease of Setup** | Not enough data | Not enough data | | **Ease of Admin** | Not enough data | Not enough data | | **Quality of Support** | 9.0 (10 reviews) | 7.3 (8 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | Not enough data | | **Product Direction (% positive)** | 10.0 (11 reviews) | 10.0 (8 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 ### DVC #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **ClearML** | 9.2/10 | 8 | | **DVC** | 7.9/10 | 7 | #### Deployment | Feature | ClearML | DVC | |---|---|---| | **Language Flexibility** | 10.0 (5 reviews) | 9.0 (5 reviews) | | **Framework Flexibility** | 9.2 (6 reviews) | 9.0 (5 reviews) | | **Versioning** | 10.0 (6 reviews) | Not enough data | | **Ease of Deployment** | 9.7 (5 reviews) | Not enough data | | **Scalability** | 10.0 (6 reviews) | Not enough data | #### Deployment | Feature | ClearML | DVC | |---|---|---| | **Language Flexibility** | 9.2 (6 reviews) | 9.0 (7 reviews) | | **Framework Flexibility** | 8.8 (8 reviews) | 8.8 (7 reviews) | | **Versioning** | 9.4 (8 reviews) | 9.0 (7 reviews) | | **Ease of Deployment** | 9.0 (7 reviews) | 7.6 (7 reviews) | | **Scalability** | 9.8 (8 reviews) | 7.5 (6 reviews) | #### Management | Feature | ClearML | DVC | |---|---|---| | **Cataloging** | 8.9 (6 reviews) | Not enough data | | **Monitoring** | 8.3 (6 reviews) | Not enough data | | **Governing** | 9.3 (5 reviews) | Not enough data | | **Model Registry** | 9.5 (7 reviews) | 7.7 (5 reviews) | #### Operations | Feature | ClearML | DVC | |---|---|---| | **Metrics** | 8.8 (7 reviews) | 8.1 (7 reviews) | | **Infrastructure management** | 8.6 (7 reviews) | 6.4 (6 reviews) | | **Collaboration** | 9.4 (8 reviews) | 6.9 (6 reviews) | #### Management | Feature | ClearML | DVC | |---|---|---| | **Cataloging** | 9.3 (7 reviews) | 6.9 (6 reviews) | | **Monitoring** | 8.5 (8 reviews) | 7.1 (7 reviews) | | **Governing** | 9.2 (6 reviews) | 8.3 (6 reviews) | #### Generative AI | Feature | ClearML | DVC | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | --- ## 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 | DVC | |---|---|---| | **Small-Business** | 53.8% | 27.3% | | **Mid-Market** | 30.8% | 54.5% | | **Enterprise** | 15.4% | 18.2% | ### 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% #### DVC - **Research:** 18.2% - **Computer Software:** 18.2% - **Consulting:** 9.1% - **Oil & Energy:** 9.1% - **Logistics and Supply Chain:** 9.1% - **Insurance:** 9.1% - **Electrical/Electronic Manufacturing:** 9.1% - **Biotechnology:** 9.1% - **Automotive:** 9.1% --- ## Alternatives ### Alternatives to ClearML - [Weights & Biases](https://www.g2.com/products/weights-biases/reviews) — 4.7/5 stars (44 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (767 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (653 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (797 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Okta](https://www.g2.com/products/okta/reviews) — 4.5/5 stars (1224 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) — 4.4/5 stars (126 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews) ### Alternatives to DVC - [Weights & Biases](https://www.g2.com/products/weights-biases/reviews) — 4.7/5 stars (44 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (767 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (653 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (797 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (196 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) --- ## Top Discussions ### ClearML No discussions available for this product. ### DVC No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/clearml-vs-dvc)