BentoML vs. Weights & Biases

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
BentoML
Scoreย 0.0ย outย ofย 10
N/A
BentoML is an open-source platform for application developers used to build, ship, and scale AI applications. It supports model serving, application packaging, and production deployment, and is free and open source under an Apache 2.0 license. And the BentoCloud version is a fully managed platform for building and operating AI applications, bringing agile product delivery to AI teams.N/A
Weights & Biases
Scoreย 10.0ย outย ofย 10
N/A
Weights & Biases helps machine learning teams build better models. Practitioners can debug, compare and reproduce their models โ€” architecture, hyperparameters, git commits, model weights, GPU usage, datasets and predictions โ€” and collaborate with their teammates.
$50
per month per user
Pricing
BentoMLWeights & Biases
Editions & Modules
No answers on this topic
Starter
$50
per month per user
Enterprise
custom pricing
Offerings
Pricing Offerings
BentoMLWeights & Biases
Free Trial
YesNo
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Detailsโ€”โ€”
More Pricing Information
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User Ratings
BentoMLWeights & Biases
Likelihood to Recommend
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
BentoMLWeights & Biases
Likelihood to Recommend
BentoML
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
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Pros
BentoML
No answers on this topic
Weights & Biases
  • Metrics Logging
  • Hyperparmeters Sweeps
  • Model Artifcats
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Cons
BentoML
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
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Return on Investment
BentoML
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
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ScreenShots

Weights & Biases Screenshots

Screenshot of Weights & Biases