# ClearML, Valohai vs Weights & Biases Comparison | | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Star Rating** | 4.7 out of 5 | 4.9 out of 5 | 4.7 out of 5 | | **Total Reviews** | 13 | 26 | 44 | | **Largest Market Segment** | Small-Business (53.8% of reviews) | Small-Business (37.5% of reviews) | Small-Business (54.8% of reviews) | | **Entry Level Price** | Free 1 seat | Contact Us 1 User per month | Free 1 User Per Month | --- ## Top Pros & Cons ### ClearML **Not enough data** ### Valohai Pros: - Capabilities (1 reviews) - Customization Flexibility (1 reviews) Cons: - Error Management (1 reviews) - Lack of Tools (1 reviews) ### 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 | Valohai | Weights & Biases | |---|---|---|---| | **Meets Requirements** | 9.1 (11 reviews) | 9.4 (21 reviews) | 9.0 (37 reviews) | | **Ease of Use** | 8.9 (11 reviews) | 9.3 (21 reviews) | 8.9 (37 reviews) | | **Ease of Setup** | Not enough data | 9.0 (5 reviews) | 9.0 (24 reviews) | | **Ease of Admin** | Not enough data | Not enough data | Not enough data | | **Quality of Support** | 9.0 (10 reviews) | 9.8 (21 reviews) | 9.2 (28 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 9.7 (5 reviews) | Not enough data | | **Product Direction (% positive)** | 10.0 (11 reviews) | 10.0 (20 reviews) | 8.4 (36 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 ### Valohai #### Entry-Level Pricing Plan: Valohai Private Price: Contact Us 1 User per month Key Features: - Unlimited Usage - Knowledge Repository - Smart Orchestration (Your cloud or on-premise) [Browse all 3 editions](https://www.g2.com/products/valohai/pricing) #### 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 ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **ClearML** | 9.2/10 | 8 | | **Valohai** | 9.3/10 | 17 | | **Weights & Biases** | 8.2/10 | 31 | #### Deployment | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Language Flexibility** | 10.0 (5 reviews) | 9.6 (9 reviews) | 8.1 (28 reviews) | | **Framework Flexibility** | 9.2 (6 reviews) | 9.4 (13 reviews) | 8.5 (27 reviews) | | **Versioning** | 10.0 (6 reviews) | 9.6 (13 reviews) | 8.5 (26 reviews) | | **Ease of Deployment** | 9.7 (5 reviews) | 9.2 (13 reviews) | 8.7 (27 reviews) | | **Scalability** | 10.0 (6 reviews) | 9.4 (14 reviews) | 8.3 (27 reviews) | #### Deployment | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Language Flexibility** | 9.2 (6 reviews) | 9.6 (12 reviews) | 8.3 (26 reviews) | | **Framework Flexibility** | 8.8 (8 reviews) | 9.7 (13 reviews) | 8.6 (27 reviews) | | **Versioning** | 9.4 (8 reviews) | 9.7 (12 reviews) | 8.5 (25 reviews) | | **Ease of Deployment** | 9.0 (7 reviews) | 9.3 (12 reviews) | 8.3 (27 reviews) | | **Scalability** | 9.8 (8 reviews) | 9.6 (13 reviews) | 8.2 (27 reviews) | #### Management | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Cataloging** | 8.9 (6 reviews) | 8.8 (11 reviews) | 8.6 (26 reviews) | | **Monitoring** | 8.3 (6 reviews) | 9.6 (12 reviews) | 9.3 (28 reviews) | | **Governing** | 9.3 (5 reviews) | 9.1 (11 reviews) | 7.7 (25 reviews) | | **Model Registry** | 9.5 (7 reviews) | 9.0 (12 reviews) | 8.4 (24 reviews) | #### Operations | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Metrics** | 8.8 (7 reviews) | 9.1 (13 reviews) | 8.9 (28 reviews) | | **Infrastructure management** | 8.6 (7 reviews) | 9.2 (13 reviews) | 7.7 (25 reviews) | | **Collaboration** | 9.4 (8 reviews) | 9.5 (14 reviews) | 8.5 (28 reviews) | #### Management | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **Cataloging** | 9.3 (7 reviews) | 8.9 (12 reviews) | 8.3 (26 reviews) | | **Monitoring** | 8.5 (8 reviews) | 9.7 (12 reviews) | 9.3 (28 reviews) | | **Governing** | 9.2 (6 reviews) | 8.9 (11 reviews) | 7.6 (23 reviews) | #### Generative AI | Feature | ClearML | Valohai | Weights & Biases | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 5.6 (9 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 5.9 (9 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 | Valohai | Weights & Biases | |---|---|---|---| | **Small-Business** | 53.8% | 37.5% | 54.8% | | **Mid-Market** | 30.8% | 33.3% | 28.6% | | **Enterprise** | 15.4% | 29.2% | 16.7% | ### 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% #### Valohai - **Computer Software:** 20.8% - **Automotive:** 20.8% - **Information Technology and Services:** 8.3% - **Manufacturing:** 4.2% - **Retail:** 4.2% - **Publishing:** 4.2% - **Online Media:** 4.2% - **Leisure, Travel & Tourism:** 4.2% - **Internet:** 4.2% - **Insurance:** 4.2% - **Other:** 20.8% #### Weights & Biases - **Research:** 31.0% - **Computer Software:** 28.6% - **Biotechnology:** 9.5% - **Information Technology and Services:** 4.8% - **Consumer Electronics:** 4.8% - **Computer Hardware:** 4.8% - **Manufacturing:** 2.4% - **Renewables & Environment:** 2.4% - **Mechanical or Industrial Engineering:** 2.4% - **Higher Education:** 2.4% - **Other:** 7.1% --- ## Alternatives ### Alternatives to ClearML - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (774 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 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 (1226 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (747 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) - [DVC](https://www.g2.com/products/dvc/reviews) — 4.7/5 stars (11 reviews) - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (280 reviews) ### Alternatives to Valohai - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (774 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 (798 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (747 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 (280 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (146 reviews) ### Alternatives to Weights & Biases - [Comet.ml](https://www.g2.com/products/comet-ml/reviews) — 4.3/5 stars (13 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 (774 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (747 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 (798 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 (280 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. ### Valohai - Title: [What is Valohai used for?](https://www.g2.com/discussions/what-is-valohai-used-for) — 1 comment *(includes official response)* > **Top comment:** "Valohai is used to orchestrate machine learning workflows, to track everything from data to results, and to deploy trained models. For us, this is end-to-end..." ### Weights & Biases No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/clearml-vs-valohai-vs-weights-biases)