Neptune vs. Weights & Biases

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Neptune
Score 0.0 out of 10
N/A
Neptune is an experiment tracker for training foundation models. Users can monitor and visualize months-long model training with multiple steps and branches, track massive amounts of data but filter and search through it quickly, and visualize and compare thousands of metrics in seconds.
$50
per month per user
Weights & Biases
Score 10.0 out of 10
N/A
Weights & Biases helps machine learning teams build better models. Practitioners can debug, compare and reproduce their models — architecture, hyperparameters, git commits, model weights, GPU usage, datasets and predictions — and collaborate with their teammates.
$50
per month per user
Pricing
NeptuneWeights & Biases
Editions & Modules
Team
$50
per month per user (up to 10)
Self-hosted
Custom Pricing
Enterprise
Custom Pricing
Starter
$50
per month per user
Enterprise
custom pricing
Offerings
Pricing Offerings
NeptuneWeights & Biases
Free Trial
NoNo
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Best Alternatives
NeptuneWeights & Biases
Small Businesses
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Medium-sized Companies
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Enterprises
Dataiku
Dataiku
Score 8.2 out of 10
Dataiku
Dataiku
Score 8.2 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
NeptuneWeights & Biases
Likelihood to Recommend
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
NeptuneWeights & Biases
Likelihood to Recommend
neptune.ai (Neptune Labs, Inc.)
No answers on this topic
Weights & Biases
No brainer to use it when doing ML experiments as it is very easy compared to any other open source tool. You don't have to host anything like in Tensorboard.
Experiment details can be shared very easily with public using the reports
Read full review
Pros
neptune.ai (Neptune Labs, Inc.)
No answers on this topic
Weights & Biases
  • Metrics Logging
  • Hyperparmeters Sweeps
  • Model Artifcats
Read full review
Cons
neptune.ai (Neptune Labs, Inc.)
No answers on this topic
Weights & Biases
  • Dashboard lags when we log a lot of metrics
  • Improved support for matplotlib charts and documentation of wandb custom charts is not straghtforward
Read full review
Return on Investment
neptune.ai (Neptune Labs, Inc.)
No answers on this topic
Weights & Biases
  • Made it very easy to track experiments
  • Track ML and Business Metrics improvements across experiments
  • Reproduce runs which is essential in ML modelling
Read full review
ScreenShots

Weights & Biases Screenshots

Screenshot of Weights & Biases