# Dataloop, Supervisely Computer Vision Platform vs Labelbox Comparison | | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 4.5 out of 5 | | **Total Reviews** | 89 | 10 | 48 | | **Largest Market Segment** | Mid-Market (40.2% of reviews) | Mid-Market (44.4% of reviews) | Small-Business (45.8% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### Dataloop Pros: - Ease of Use (4 reviews) - Annotation Efficiency (2 reviews) Cons: - Complexity (1 reviews) - Confusing Syntax (1 reviews) ### Supervisely Computer Vision Platform **Not enough data** ### Labelbox Pros: - Ease of Use (9 reviews) - Data Labeling (6 reviews) Cons: - Lack of Features (3 reviews) - Slow Performance (3 reviews) --- ## Ratings Comparison | Rating | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Meets Requirements** | 8.7 (74 reviews) | 9.3 (7 reviews) | 9.0 (42 reviews) | | **Ease of Use** | 8.8 (75 reviews) | 10.0 (7 reviews) | 9.0 (42 reviews) | | **Ease of Setup** | 8.6 (39 reviews) | Not enough data | 8.9 (22 reviews) | | **Ease of Admin** | 8.8 (20 reviews) | Not enough data | 9.0 (5 reviews) | | **Quality of Support** | 8.9 (73 reviews) | 9.0 (7 reviews) | 9.0 (40 reviews) | | **Has the product been a good partner in doing business?** | 8.8 (20 reviews) | Not enough data | 8.7 (5 reviews) | | **Product Direction (% positive)** | 8.6 (67 reviews) | 10.0 (7 reviews) | 9.0 (36 reviews) | --- ## Pricing ### Dataloop #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Supervisely Computer Vision Platform #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Labelbox #### Entry-Level Pricing No pricing available #### Free Trial Yes --- ## Features Comparison By Category ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Dataloop** | N/A | N/A | | **Supervisely Computer Vision Platform** | N/A | N/A | | **Labelbox** | N/A | N/A | #### Deployment | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Language Flexibility** | Not enough data | Not enough data | Not enough data | | **Framework Flexibility** | Not enough data | Not enough data | Not enough data | | **Versioning** | Not enough data | Not enough data | Not enough data | | **Ease of Deployment** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | #### Deployment | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Language Flexibility** | Not enough data | Not enough data | Not enough data | | **Framework Flexibility** | Not enough data | Not enough data | Not enough data | | **Versioning** | Not enough data | Not enough data | Not enough data | | **Ease of Deployment** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Cataloging** | Not enough data | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | Not enough data | | **Governing** | Not enough data | Not enough data | Not enough data | | **Model Registry** | Not enough data | Not enough data | Not enough data | #### Operations | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Metrics** | Not enough data | Not enough data | Not enough data | | **Infrastructure management** | Not enough data | Not enough data | Not enough data | | **Collaboration** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Cataloging** | Not enough data | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | Not enough data | | **Governing** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Dataloop** | 8.6/10 | 9 | | **Supervisely Computer Vision Platform** | N/A | N/A | | **Labelbox** | N/A | N/A | #### System | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Data Ingestion & Wrangling** | 9.0 (8 reviews) | Not enough data | Not enough data | #### Model Development | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Language Support** | 9.3 (7 reviews) | Not enough data | Not enough data | | **Drag and Drop** | 8.8 (7 reviews) | Not enough data | Not enough data | | **Pre-Built Algorithms** | 8.8 (7 reviews) | Not enough data | Not enough data | | **Model Training** | 8.3 (7 reviews) | Not enough data | Not enough data | #### Model Development | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Feature Engineering** | 8.3 (8 reviews) | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Computer Vision** | 9.4 (8 reviews) | Not enough data | Not enough data | | **Natural Language Processing** | 8.3 (6 reviews) | Not enough data | Not enough data | | **Natural Language Generation** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Artificial Neural Networks** | 8.3 (9 reviews) | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Natural Language Understanding** | 8.6 (6 reviews) | Not enough data | Not enough data | | **Deep Learning** | 8.3 (9 reviews) | Not enough data | Not enough data | #### Deployment | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Managed Service** | 8.9 (6 reviews) | Not enough data | Not enough data | | **Application** | 8.5 (9 reviews) | Not enough data | Not enough data | | **Scalability** | 8.3 (9 reviews) | Not enough data | Not enough data | #### Generative AI | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **AI Text Generation** | 7.9 (7 reviews) | Not enough data | Not enough data | | **AI Text Summarization** | 8.5 (8 reviews) | Not enough data | Not enough data | | **AI Text-to-Image** | 9.2 (6 reviews) | Not enough data | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data Labeling | Product | Score | Reviews | |---|---|---| | **Dataloop** | 9.0/10 | 58 | | **Supervisely Computer Vision Platform** | 8.7/10 | 7 | | **Labelbox** | 8.7/10 | 29 | #### Quality | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Labeler Quality** | 8.8 (52 reviews) | 9.0 (7 reviews) | 9.1 (27 reviews) | | **Task Quality** | 9.0 (52 reviews) | 9.3 (7 reviews) | 8.9 (27 reviews) | | **Data Quality** | 9.1 (53 reviews) | 9.5 (7 reviews) | 9.1 (28 reviews) | | **Human-in-the-Loop** | 8.9 (51 reviews) | 8.6 (7 reviews) | 8.6 (26 reviews) | #### Automation | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Machine Learning Pre-Labeling** | 8.8 (51 reviews) | 9.3 (7 reviews) | 8.5 (26 reviews) | | **Automatic Routing of Labeling** | 8.7 (47 reviews) | 8.8 (7 reviews) | 8.4 (25 reviews) | #### Image Annotation | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Image Segmentation ** | 9.1 (50 reviews) | 8.6 (7 reviews) | 8.7 (27 reviews) | | **Object Detection** | 9.2 (51 reviews) | 8.3 (7 reviews) | 8.6 (26 reviews) | | **Object Tracking** | 9.0 (49 reviews) | 8.3 (7 reviews) | 8.7 (25 reviews) | | **Data Types** | 9.2 (50 reviews) | 9.3 (7 reviews) | 8.8 (25 reviews) | #### Natural Language Annotation | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Named Entity Recognition** | 9.0 (42 reviews) | 8.8 (7 reviews) | 9.0 (24 reviews) | | **Sentiment Detection** | 8.9 (41 reviews) | 7.9 (7 reviews) | 8.4 (23 reviews) | | **OCR** | 8.9 (44 reviews) | 8.1 (7 reviews) | 8.7 (21 reviews) | #### Speech Annotation | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Transcription** | 9.1 (39 reviews) | 8.1 (6 reviews) | 8.4 (20 reviews) | | **Emotion Recognition** | 8.9 (38 reviews) | 8.3 (7 reviews) | 7.9 (20 reviews) | ### Image Recognition | Product | Score | Reviews | |---|---|---| | **Dataloop** | 8.8/10 | 38 | | **Supervisely Computer Vision Platform** | N/A | N/A | | **Labelbox** | N/A | N/A | #### Recognition Type | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Emotion Detection** | 8.5 (33 reviews) | Not enough data | Not enough data | | **Object Detection** | 9.0 (35 reviews) | Not enough data | Not enough data | | **Text Detection** | 8.6 (34 reviews) | Not enough data | Not enough data | | **Motion Analysis** | 8.5 (31 reviews) | Not enough data | Not enough data | | **Scene Reconstruction** | 8.8 (31 reviews) | Not enough data | Not enough data | | **Logo Detection** | 8.8 (32 reviews) | Not enough data | Not enough data | | **Explicit Content Detection** | 8.5 (32 reviews) | Not enough data | Not enough data | | **Video Detection** | 8.8 (32 reviews) | Not enough data | Not enough data | #### Facial Recognition | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Facial Analysis** | 8.9 (32 reviews) | Not enough data | Not enough data | | **Face Comparison** | 8.7 (31 reviews) | Not enough data | Not enough data | #### Labeling | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Model Training** | 8.9 (33 reviews) | Not enough data | Not enough data | | **Bounding Boxes** | 9.4 (32 reviews) | Not enough data | Not enough data | | **Custom Image Detection** | 8.7 (31 reviews) | Not enough data | Not enough data | #### Deployment | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Integrations** | 8.4 (32 reviews) | Not enough data | Not enough data | ### Active Learning Tools | Product | Score | Reviews | |---|---|---| | **Dataloop** | N/A | N/A | | **Supervisely Computer Vision Platform** | N/A | N/A | | **Labelbox** | N/A | N/A | #### Model Training & Optimization - Active Learning Tools | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Model Training Efficiency** | Not enough data | Not enough data | Not enough data | | **Automated Model Retraining** | Not enough data | Not enough data | Not enough data | | **Active Learning Process Implementation** | Not enough data | Not enough data | Not enough data | | **Iterative Training Loop Creation** | Not enough data | Not enough data | Not enough data | | **Edge Case Discovery** | Not enough data | Not enough data | Not enough data | #### Data Management & Annotation - Active Learning Tools | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Smart Data Triage** | Not enough data | Not enough data | Not enough data | | **Data Labeling Workflow Enhancement** | Not enough data | Not enough data | Not enough data | | **Error and Outlier Identification** | Not enough data | Not enough data | Not enough data | | **Data Selection Optimization** | Not enough data | Not enough data | Not enough data | | **Actionable Insights for Data Quality** | Not enough data | Not enough data | Not enough data | #### Model Performance & Analysis - Active Learning Tools | Feature | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Model Performance Insights** | Not enough data | Not enough data | Not enough data | | **Cost-Effective Model Improvement** | Not enough data | Not enough data | Not enough data | | **Edge Case Integration** | Not enough data | Not enough data | Not enough data | | **Fine-tuning Model Accuracy** | Not enough data | Not enough data | Not enough data | | **Label Outlier Analysis** | Not enough data | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Data Labeling Software](https://www.g2.com/categories/data-labeling) **Unique to Dataloop (4):** [Active Learning Tools](https://www.g2.com/categories/active-learning-tools), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Unique to Labelbox (3):** [Active Learning Tools](https://www.g2.com/categories/active-learning-tools), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | Dataloop | Supervisely Computer Vision Platform | Labelbox | |---|---|---|---| | **Small-Business** | 32.2% | 33.3% | 45.8% | | **Mid-Market** | 40.2% | 44.4% | 37.5% | | **Enterprise** | 27.6% | 22.2% | 16.7% | ### By Industry #### Dataloop - **Information Technology and Services:** 26.4% - **Computer Software:** 26.4% - **Accounting:** 2.3% - **Retail:** 2.3% - **Research:** 2.3% - **Oil & Energy:** 2.3% - **Medical Devices:** 2.3% - **Automotive:** 2.3% - **Electrical/Electronic Manufacturing:** 2.3% - **Biotechnology:** 2.3% - **Other:** 28.7% #### Supervisely Computer Vision Platform - **Information Technology and Services:** 44.4% - **Logistics and Supply Chain:** 11.1% - **Education Management:** 11.1% - **Computer Software:** 11.1% - **Apparel & Fashion:** 11.1% - **Animation:** 11.1% #### Labelbox - **Computer Software:** 31.3% - **Information Technology and Services:** 16.7% - **Accounting:** 4.2% - **Automotive:** 4.2% - **Biotechnology:** 4.2% - **E-Learning:** 4.2% - **Hospitality:** 4.2% - **Research:** 4.2% - **Machinery:** 2.1% - **Leisure, Travel & Tourism:** 2.1% - **Other:** 22.9% --- ## Alternatives ### Alternatives to Dataloop - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) — 4.7/5 stars (55 reviews) - [Encord](https://www.g2.com/products/encord/reviews) — 4.8/5 stars (65 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 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 (741 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) ### Alternatives to Supervisely Computer Vision Platform - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews) - [Prolific](https://www.g2.com/products/prolific/reviews) — 4.6/5 stars (237 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (145 reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) — 4.7/5 stars (55 reviews) - [Encord](https://www.g2.com/products/encord/reviews) — 4.8/5 stars (65 reviews) - [Clarifai](https://www.g2.com/products/clarifai/reviews) — 4.3/5 stars (66 reviews) - [Kili](https://www.g2.com/products/kili/reviews) — 4.7/5 stars (53 reviews) - [Keymakr](https://www.g2.com/products/keymakr/reviews) — 4.8/5 stars (46 reviews) - [Amazon Sagemaker Ground Truth](https://www.g2.com/products/amazon-sagemaker-ground-truth/reviews) — 4.1/5 stars (19 reviews) - [Datature](https://www.g2.com/products/datature/reviews) — 4.9/5 stars (38 reviews) ### Alternatives to Labelbox - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews) - [Encord](https://www.g2.com/products/encord/reviews) — 4.8/5 stars (65 reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) — 4.7/5 stars (55 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (741 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) --- ## Top Discussions ### Dataloop - Title: [What are data annotations?](https://www.g2.com/discussions/dataloop-what-are-data-annotations) — 1 comment *(includes official response)* > **Top comment:** "Data annotations refer to the process of labeling or adding informative tags to raw data, which can include text, images, audio, or video. This process is..." - Title: [What are data annotations?](https://www.g2.com/discussions/what-are-data-annotations) — 1 comment *(includes official response)* > **Top comment:** "Data annotations refer to the process of labeling or adding informative tags to raw data, which can include text, images, audio, or video. This process is..." - Title: [Is Dataloop free?](https://www.g2.com/discussions/dataloop-is-dataloop-free) — 1 comment *(includes official response)* > **Top comment:** "Dataloop operates on a quote-based pricing model and does not currently offer a free plan. Our pricing is tailored to match the specific needs and scale of..." - Title: [Is Dataloop free?](https://www.g2.com/discussions/is-dataloop-free) — 1 comment *(includes official response)* > **Top comment:** "Dataloop operates on a quote-based pricing model and does not currently offer a free plan. Our pricing is tailored to match the specific needs and scale of..." - Title: [What are the industries that Dataloop supports?](https://www.g2.com/discussions/dataloop-what-are-the-industries-that-dataloop-supports) — 1 comment *(includes official response)* > **Top comment:** "Dataloop is designed to be data agnostic, which enables us to support a broad spectrum of industries. Our platform's flexibility and advanced AI capabilities..." ### Supervisely Computer Vision Platform No discussions available for this product. ### Labelbox - Title: [How do I download Labelbox?](https://www.g2.com/discussions/how-do-i-download-labelbox) — 2 comments > **Top comment:** "Hi! You can try it for free here https://app.labelbox.com/signup. " --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/dataloop-dataloop-vs-supervisely-computer-vision-platform-vs-labelbox)