# Weights & Biases, WhyLabs vs ClearML Comparison | | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Star Rating** | 4.7 out of 5 | 4.6 out of 5 | 4.7 out of 5 | | **Total Reviews** | 44 | 27 | 13 | | **Largest Market Segment** | Kleinunternehmen (54.8% der Bewertungen) | Kleinunternehmen (48.1% der Bewertungen) | Kleinunternehmen (53.8% der Bewertungen) | | **Entry Level Price** | Kostenlos 1 User Pro Monat | Kostenlos | Kostenlos 1 seat | --- ## Top Pros & Cons ### Weights & Biases Pros: - Benutzerfreundlichkeit (3 reviews) - Merkmale (2 reviews) Cons: - Funktionseinschränkungen (1 reviews) - Mangel an Anleitung (1 reviews) ### WhyLabs Pros: - Kundendienst (4 reviews) - KI-Fähigkeiten (1 reviews) Cons: - API-Probleme (2 reviews) - Fehlende Funktionen (2 reviews) ### ClearML **Not enough data** --- ## Ratings Comparison | Rating | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Erfüllt die Anforderungen** | 9.0 (37 reviews) | 8.9 (25 reviews) | 9.1 (11 reviews) | | **Einfache Bedienung** | 8.9 (37 reviews) | 8.5 (25 reviews) | 8.9 (11 reviews) | | **Einfache Einrichtung** | 9.0 (24 reviews) | 8.7 (17 reviews) | Nicht genügend Daten | | **Einfache Verwaltung** | Nicht genügend Daten | 9.1 (13 reviews) | Nicht genügend Daten | | **Support-Qualität** | 9.2 (28 reviews) | 9.7 (25 reviews) | 9.0 (10 reviews) | | **War the product ein guter Geschäftspartner?** | Nicht genügend Daten | 9.7 (11 reviews) | Nicht genügend Daten | | **Produktrichtung (% positiv)** | 8.4 (36 reviews) | 10.0 (25 reviews) | 10.0 (11 reviews) | --- ## Pricing ### Weights & Biases #### Entry-Level Pricing Plan: Personal Price: Kostenlos 1 User Pro Monat Description: Weights & Biases ist kostenlos für persönliche Projekte. Key Features: - Unbegrenzte Experimente - Unbegrenzte verfolgte Stunden - 100 GB Speicher und Artefaktverfolgung [Browse all 3 editions](https://www.g2.com/de/products/weights-biases/pricing) #### Free Trial No ### WhyLabs #### Entry-Level Pricing Plan: Starter Price: Kostenlos Description: ML und Datenüberwachung für Einzelpersonen Key Features: - Bis zu 200 Funktionen oder Spalten/Projekt - Fünf Segmente/Projekt - 10M Vorhersagen/Monat [Browse all 4 editions](https://www.g2.com/de/products/whylabs/pricing) #### Free Trial Yes ### ClearML #### Entry-Level Pricing Plan: Free Price: Kostenlos 1 seat Key Features: - Open Source, End-to-End MLOPs-Plattform [Learn more about ClearML](https://www.g2.com/de/products/clearml/reviews) #### Free Trial Yes --- ## Features Comparison By Category ### MLOps-Plattformen | Product | Score | Reviews | |---|---|---| | **Weights & Biases** | 8.2/10 | 31 | | **WhyLabs** | 8.3/10 | 25 | | **ClearML** | 9.2/10 | 8 | #### Einsatz | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Sprachliche Flexibilität** | 8.1 (28 reviews) | 8.3 (17 reviews) | 10.0 (5 reviews) | | **Flexibilität des Rahmens** | 8.5 (27 reviews) | 8.9 (19 reviews) | 9.2 (6 reviews) | | **Versionsverwaltung** | 8.5 (26 reviews) | 7.5 (17 reviews) | 10.0 (6 reviews) | | **Einfache Bereitstellung** | 8.7 (27 reviews) | 8.1 (19 reviews) | 9.7 (5 reviews) | | **Skalierbarkeit** | 8.3 (27 reviews) | 8.1 (18 reviews) | 10.0 (6 reviews) | #### Einsatz | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Sprachliche Flexibilität** | 8.3 (26 reviews) | 8.1 (18 reviews) | 9.2 (6 reviews) | | **Flexibilität des Rahmens** | 8.6 (27 reviews) | 8.9 (20 reviews) | 8.8 (8 reviews) | | **Versionsverwaltung** | 8.5 (25 reviews) | 7.7 (17 reviews) | 9.4 (8 reviews) | | **Einfache Bereitstellung** | 8.3 (27 reviews) | 8.3 (20 reviews) | 9.0 (7 reviews) | | **Skalierbarkeit** | 8.2 (27 reviews) | 8.3 (21 reviews) | 9.8 (8 reviews) | #### Management | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Katalogisierung** | 8.6 (26 reviews) | 7.6 (16 reviews) | 8.9 (6 reviews) | | **Überwachung** | 9.3 (28 reviews) | 9.3 (21 reviews) | 8.3 (6 reviews) | | **Regierend** | 7.7 (25 reviews) | 8.0 (15 reviews) | 9.3 (5 reviews) | | **Modell-Registry** | 8.4 (24 reviews) | 7.2 (15 reviews) | 9.5 (7 reviews) | #### Transaktionen | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Metriken** | 8.9 (28 reviews) | 9.1 (19 reviews) | 8.8 (7 reviews) | | **Infrastruktur-Management** | 7.7 (25 reviews) | 8.1 (16 reviews) | 8.6 (7 reviews) | | **Zusammenarbeit** | 8.5 (28 reviews) | 8.4 (18 reviews) | 9.4 (8 reviews) | #### Management | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Katalogisierung** | 8.3 (26 reviews) | 8.1 (15 reviews) | 9.3 (7 reviews) | | **Überwachung** | 9.3 (28 reviews) | 9.5 (20 reviews) | 8.5 (8 reviews) | | **Regierend** | 7.6 (23 reviews) | 8.5 (16 reviews) | 9.2 (6 reviews) | #### Generative KI | Feature | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Textgenerierung** | 5.6 (9 reviews) | 8.2 (12 reviews) | Nicht genügend Daten verfügbar | | **Textzusammenfassung** | 5.9 (9 reviews) | 8.2 (12 reviews) | Nicht genügend Daten verfügbar | --- ## Categories **Shared Categories (1):** [MLOps-Plattformen](https://www.g2.com/de/categories/mlops-platforms) **Unique to ClearML (1):** [Andere Entwicklungssoftware](https://www.g2.com/de/categories/other-development) --- ## Reviewer Demographics ### By Company Size | Segment | Weights & Biases | WhyLabs | ClearML | |---|---|---|---| | **Kleinunternehmen** | 54.8% | 48.1% | 53.8% | | **Unternehmen mittlerer Größe** | 28.6% | 25.9% | 30.8% | | **Unternehmen** | 16.7% | 25.9% | 15.4% | ### By Industry #### Weights & Biases - **forschung:** 31.0% - **Computersoftware:** 28.6% - **Biotechnologie:** 9.5% - **Informationstechnologie und Dienstleistungen:** 4.8% - **Unterhaltungselektronik:** 4.8% - **Computer-Hardware:** 4.8% - **herstellungs-:** 2.4% - **Erneuerbare Energien & Umwelt:** 2.4% - **Maschinenbau oder Wirtschaftsingenieurwesen:** 2.4% - **hochschulbildung:** 2.4% - **Other:** 7.1% #### WhyLabs - **Informationstechnologie und Dienstleistungen:** 25.9% - **Computersoftware:** 18.5% - **Finanzdienstleistungen:** 14.8% - **Beratung:** 7.4% - **Internet:** 7.4% - **Banking:** 7.4% - **Transport/LKW/Eisenbahn:** 3.7% - **Einzelhandel:** 3.7% - **forschung:** 3.7% - **Immobilien:** 3.7% - **Other:** 3.7% #### ClearML - **Informationstechnologie und Dienstleistungen:** 38.5% - **Computersoftware:** 38.5% - **Medienproduktion:** 7.7% - **Krankenhaus & Gesundheitswesen:** 7.7% - **Konsumgüter:** 7.7% --- ## Alternatives ### Alternatives to Weights & Biases - [Comet.ml](https://www.g2.com/de/products/comet-ml/reviews) — 4.3/5 stars (13 reviews) - [DVC](https://www.g2.com/de/products/dvc/reviews) — 4.7/5 stars (11 reviews) - [Databricks](https://www.g2.com/de/products/databricks/reviews) — 4.6/5 stars (783 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/de/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Snowflake](https://www.g2.com/de/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [SAP HANA Cloud](https://www.g2.com/de/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [SAS Viya](https://www.g2.com/de/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [Saturn Cloud](https://www.g2.com/de/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [SuperAnnotate](https://www.g2.com/de/products/superannotate/reviews) — 4.9/5 stars (280 reviews) - [Determined AI](https://www.g2.com/de/products/determined-ai/reviews) — 4.5/5 stars (11 reviews) ### Alternatives to WhyLabs - [Gemini Enterprise Agent Platform](https://www.g2.com/de/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Databricks](https://www.g2.com/de/products/databricks/reviews) — 4.6/5 stars (783 reviews) - [Snowflake](https://www.g2.com/de/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [SAS Viya](https://www.g2.com/de/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [SAP HANA Cloud](https://www.g2.com/de/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Saturn Cloud](https://www.g2.com/de/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [Arize AI](https://www.g2.com/de/products/arize-ai/reviews) — 4.2/5 stars (28 reviews) - [SuperAnnotate](https://www.g2.com/de/products/superannotate/reviews) — 4.9/5 stars (280 reviews) - [Dataiku](https://www.g2.com/de/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [IBM Watson Studio](https://www.g2.com/de/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) ### Alternatives to ClearML - [Databricks](https://www.g2.com/de/products/databricks/reviews) — 4.6/5 stars (783 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/de/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [SAS Viya](https://www.g2.com/de/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [SAP HANA Cloud](https://www.g2.com/de/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Okta](https://www.g2.com/de/products/okta/reviews) — 4.5/5 stars (1227 reviews) - [Snowflake](https://www.g2.com/de/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [Saturn Cloud](https://www.g2.com/de/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [Apache Airflow](https://www.g2.com/de/products/apache-airflow/reviews) — 4.4/5 stars (126 reviews) - [DVC](https://www.g2.com/de/products/dvc/reviews) — 4.7/5 stars (11 reviews) - [SuperAnnotate](https://www.g2.com/de/products/superannotate/reviews) — 4.9/5 stars (280 reviews) --- ## Top Discussions ### Weights & Biases No discussions available for this product. ### WhyLabs No discussions available for this product. ### ClearML No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/de/compare/weights-biases-vs-whylabs-vs-clearml)