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neptune.ai description
Neptune.ai is a software tool that helps teams track and manage their machine learning experiments. It provides a centralized platform to log, organize, and visualize model training data, making it easier to identify and compare the performance of different models. Neptune.ai focuses on scalability and accuracy for large-scale machine learning projects, offering real-time monitoring and seamless integration with popular machine learning tools. This helps teams save time, make better decisions, and improve the efficiency of their model development process.
What companies are using neptune.ai?
Who is neptune.ai best for
Neptune.ai is a user-friendly platform ideal for data scientists and machine learning engineers managing large-scale projects. Users praise its intuitive interface, seamless integrations, and robust tracking capabilities. While some desire enhanced search and schema versioning, many appreciate its effectiveness in experiment management and team collaboration.
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Best for small to mid-sized businesses.
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Suitable for various industries leveraging machine learning.
neptune.ai features
| Supported Neptune.ai supports creating charts, graphs, and interactive visualizations for data analysis. |
| Supported Neptune supports GPU training by monitoring and optimizing GPU usage. |
| Supported Neptune.ai offers robust tracking, customizable reports, and insightful visualizations for key metrics. |
We evaluate the sentiment that users express about non-functional aspects of the software
Value and Pricing Transparency
Customer Service
Ease of Use
Reliability and Performance
Ease of Implementation
neptune.ai reviews
We've summarised 36 neptune.ai reviews (neptune.ai G2 reviews) and summarised the main points below.
- Highly praised for its ease of use and integration with various ML frameworks.
- Intuitive user interface and excellent customer support.
- Effective for tracking experiment performance and progress, aiding in decision-making.
- Helpful for team collaboration and project overview.
- Offers both cloud-based and self-hosted options, with the latter providing advantages like unlimited storage.
- Limited data monitoring and model versioning capabilities, though these are reportedly in development.
- Search functionality could be improved for projects with numerous experiments.
- Flexibility in tracked data schema can lead to inconsistencies and lacks version control.
- Limited advanced plotting features, although this is said to be under development.
- Some users desire stricter schema versioning and typing options.
neptune.ai pricing
The commentary is based on 3 reviews from neptune.ai G2 reviews.
Neptune.ai offers a free tier for individual use and affordable self-hosted options. Users mention seamless free usage for smaller-scale projects and highlight the affordable price for self-hosting, making it cost-effective for various needs. A user also mentions it being affordable for enterprise use.
Users sentiment
See the neptune.ai pricing page.
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neptune.ai has a free plan.
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neptune.ai has a free trial.
Free
Unlimited logging hours, experiments, up to 3 users, 1 workspace, 1 project, standard email & chat support, and 200 GB storage.
Team
All Free Plan features plus unlimited projects, up to 10 users, and priority email & chat support.
Enterprise
All Team Plan features, custom number of users and workspaces, role-based access control, SSO/LDAP, dedicated Customer Success Manager, MLOps Engineer onboarding support, and Support Level Agreement.
Self-hosted
All Enterprise Plan functionality, deployment on own infrastructure or private cloud, billed annually.
neptune.ai alternatives
neptune-ai vs Weights & BiasesBetter for building and managing AI models, and has more momentum. Provides interactive dashboards and hyperparameter tuning tools. Less suitable for scaling, and pricing is considered less transparent.Read more
Qlik AutoMLBetter for enterprise companies. Has no-code features. More focused on predictions and insights from existing data. Growing faster. A neptune.ai competitor and alternative.Read more
DAGsHubBetter fit for mid-sized companies. Has grown website traffic faster but has declining employee growth. Geared towards team collaboration and data management for machine learning projects. A neptune.ai competitor and alternative.Read more
MATLABBetter for enterprise companies. A MATLAB alternative for robotics, finance, engineering, and more. Has broader industry applications. More popular, growing faster.Read more
SAS ViyaBetter fit for enterprise companies. Has broader data analytics capabilities beyond experiment tracking. More established, but pricier and less transparent.Read more
AporiaBetter for securing AI-powered chatbots. Focuses on AI reliability and security, detecting issues like bias and data leaks. Has faster website traffic growth but slower employee growth. Higher average rating, but more expensive.Read more
neptune.ai FAQ
What is neptune.ai and what does neptune.ai do?
neptune.ai is a machine learning experiment tracking platform that helps teams manage and organize their model training data. It provides a centralized platform for logging, visualizing, and comparing model performance, enabling efficient model development and collaboration. Neptune.ai is praised for its ease of use and integrations.
How does neptune.ai integrate with other tools?
Neptune.ai seamlessly integrates with popular machine learning tools and frameworks, facilitating efficient experiment tracking and collaboration. It offers both cloud-based and self-hosted deployment options for added flexibility.
What the main competitors of neptune.ai?
Top alternatives to neptune.ai include Weights & Biases for experiment tracking, DAGsHub for data science team management, and Qlik AutoML for automated model building. Other competitors are MATLAB, SAS Viya, and Aporia.
Is neptune.ai legit?
Yes, Neptune.ai is a legitimate and safe platform. It's known for its ease of use, integrations, and helpful customer support, making it a reliable choice for managing machine learning experiments.
How much does neptune.ai cost?
Neptune.ai's pricing includes a Free plan, a Team plan at $50/user/month, and Enterprise and Self-Hosted plans with custom pricing. Additional storage is available for $10/100GB/month. Is Neptune.ai worth it? The free plan is a great starting point for individuals, while paid plans offer valuable features for teams and enterprises.
Is neptune.ai customer service good?
Users consistently praise Neptune.ai's customer support as responsive and helpful. They appreciate the team's consideration of user suggestions and quick resolution of issues. Direct, real-time chat support also contributes to a feeling of being well-supported.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.