# Determined AI, Pachyderm vs Weights & Biases Comparison | | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 4.7 out of 5 | | **Total Reviews** | 11 | 14 | 44 | | **Largest Market Segment** | Small-Business (54.5% of reviews) | Mid-Market (50.0% of reviews) | Small-Business (54.8% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | Free 1 User Per Month | --- ## Top Pros & Cons ### Determined AI **Not enough data** ### Pachyderm **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 | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Meets Requirements** | Not enough data | 8.7 (10 reviews) | 9.0 (37 reviews) | | **Ease of Use** | 7.7 (5 reviews) | 7.3 (10 reviews) | 8.9 (37 reviews) | | **Ease of Setup** | Not enough data | Not enough data | 9.0 (24 reviews) | | **Ease of Admin** | Not enough data | Not enough data | Not enough data | | **Quality of Support** | Not enough data | 7.9 (7 reviews) | 9.2 (28 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | Not enough data | Not enough data | | **Product Direction (% positive)** | Not enough data | 7.7 (10 reviews) | 8.4 (36 reviews) | --- ## Pricing ### Determined AI #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Pachyderm #### Entry-Level Pricing No pricing available #### 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 | |---|---|---| | **Determined AI** | N/A | N/A | | **Pachyderm** | 8.0/10 | 10 | | **Weights & Biases** | 8.2/10 | 31 | #### Deployment | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Language Flexibility** | Not enough data | 8.5 (9 reviews) | 8.1 (28 reviews) | | **Framework Flexibility** | Not enough data | 7.0 (9 reviews) | 8.5 (27 reviews) | | **Versioning** | Not enough data | 8.7 (9 reviews) | 8.5 (26 reviews) | | **Ease of Deployment** | Not enough data | 8.3 (8 reviews) | 8.7 (27 reviews) | | **Scalability** | Not enough data | 8.0 (5 reviews) | 8.3 (27 reviews) | #### Deployment | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Language Flexibility** | Not enough data | 8.1 (9 reviews) | 8.3 (26 reviews) | | **Framework Flexibility** | Not enough data | 7.6 (9 reviews) | 8.6 (27 reviews) | | **Versioning** | Not enough data | 8.5 (10 reviews) | 8.5 (25 reviews) | | **Ease of Deployment** | Not enough data | 7.6 (9 reviews) | 8.3 (27 reviews) | | **Scalability** | Not enough data | 8.1 (6 reviews) | 8.2 (27 reviews) | #### Management | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Cataloging** | Not enough data | Not enough data | 8.6 (26 reviews) | | **Monitoring** | Not enough data | 7.5 (6 reviews) | 9.3 (28 reviews) | | **Governing** | Not enough data | 7.6 (7 reviews) | 7.7 (25 reviews) | | **Model Registry** | Not enough data | 8.1 (6 reviews) | 8.4 (24 reviews) | #### Operations | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Metrics** | Not enough data | 8.1 (8 reviews) | 8.9 (28 reviews) | | **Infrastructure management** | Not enough data | 7.6 (9 reviews) | 7.7 (25 reviews) | | **Collaboration** | Not enough data | 8.3 (9 reviews) | 8.5 (28 reviews) | #### Management | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Cataloging** | Not enough data | 8.1 (6 reviews) | 8.3 (26 reviews) | | **Monitoring** | Not enough data | 8.1 (7 reviews) | 9.3 (28 reviews) | | **Governing** | Not enough data | 7.9 (8 reviews) | 7.6 (23 reviews) | #### Generative AI | Feature | Determined AI | Pachyderm | 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) | ### Database DevOps Software | Product | Score | Reviews | |---|---|---| | **Determined AI** | N/A | N/A | | **Pachyderm** | N/A | N/A | | **Weights & Biases** | N/A | N/A | #### Functionality | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Automation** | Not enough data | Not enough data | Not enough data | | **Change validation** | Not enough data | Not enough data | Not enough data | | **Version control** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Visibility** | Not enough data | Not enough data | Not enough data | | **Rollbacks** | Not enough data | Not enough data | Not enough data | | **Post-deployment validation** | Not enough data | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Unique to Pachyderm (1):** [ Database DevOps Software](https://www.g2.com/categories/database-devops-software) --- ## Reviewer Demographics ### By Company Size | Segment | Determined AI | Pachyderm | Weights & Biases | |---|---|---|---| | **Small-Business** | 54.5% | 14.3% | 54.8% | | **Mid-Market** | 36.4% | 50.0% | 28.6% | | **Enterprise** | 9.1% | 35.7% | 16.7% | ### By Industry #### Determined AI - **Information Technology and Services:** 36.4% - **Computer Software:** 36.4% - **Information Services:** 9.1% - **E-Learning:** 9.1% - **Chemicals:** 9.1% #### Pachyderm - **Computer Software:** 35.7% - **Information Technology and Services:** 14.3% - **Retail:** 7.1% - **Information Services:** 7.1% - **Financial Services:** 7.1% - **Events Services:** 7.1% - **Education Management:** 7.1% - **Computer Networking:** 7.1% - **Airlines/Aviation:** 7.1% #### 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 Determined AI - [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) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 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) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (146 reviews) ### Alternatives to Pachyderm - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 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) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 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) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews) - [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews) — 4.7/5 stars (269 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) ### Alternatives to Weights & Biases - [ClearML](https://www.g2.com/products/clearml/reviews) — 4.7/5 stars (13 reviews) - [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 (782 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 (754 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) --- ## Top Discussions ### Determined AI No discussions available for this product. ### Pachyderm - Title: [What is pachyderm tool?](https://www.g2.com/discussions/what-is-pachyderm-tool) — 1 comment > **Top comment:** "Pachyderm is for data science teams who want to operationalize the data tasks in their ML lifecycle to iterate on data more quickly and reliably. Pachyderm..." ### Weights & Biases No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/determined-ai-vs-pachyderm-vs-weights-biases)