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Spreadsheet & Data · head to head

Fibery vs Weights & Biases

Fibery logo

Fibery

Spreadsheet & Data

Connected workspace for product teams

From
Free
Rated
-
Full reviewWebsite
Weights & Biases logo

Weights & Biases

Machine Learning & Data Science

Developer tools for machine learning

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Fibery free plan limited to 10 users and 10 guests; Weights & Biases pricing can be prohibitive for large teams without enterprise discounts
  • They diverge on capability: Fibery covers Customizable databases, Weights & Biases covers Experiment tracking.

Where they differ

Only the attributes on which Fibery and Weights & Biases actually diverge.

Attributes where Fibery and Weights & Biases differ
AttributeFiberyWeights & Biases
Pricing modelsubscriptionUnknown
PlatformsWebWeb, Python SDK, REST API
CategorySpreadsheet & DataMachine Learning & Data Science
Founded20182017

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Fibery

  • Customizable databases
  • Bi-directional linking
  • Whiteboards
  • Documents
  • Timelines
  • Formulas
  • Automations
  • API access

Only in Weights & Biases

  • Experiment tracking
  • Dataset versioning
  • Model registry
  • Hyperparameter sweeps
  • Collaborative dashboards
  • PyTorch
  • TensorFlow
  • Keras

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Fibery

  • Work management and product development platformnot Weights & Biases
  • Relational database with multiple view types (table, board, gallery, timeline, calendar, Gantt)not Weights & Biases
  • Knowledge base and document collaborationnot Weights & Biases

Weights & Biases

  • Machine learningnot Fibery
  • Data analysisnot Fibery
  • Model trainingnot Fibery
  • Predictive analyticsnot Fibery

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Fibery

  • Free plan limited to 10 users and 10 guests
  • Free plan limited to 10 databases
  • Enterprise plan requires minimum of 25 paid users
  • SAML SSO available only on Enterprise plan

Weights & Biases

  • Pricing can be prohibitive for large teams without enterprise discounts
  • Limited integrations compared to some competitors
  • Dashboard customization options limited on lower plans
  • Requires some setup and configuration knowledge

Pricing, plan by plan

Fibery

Free

No published plan breakdown. See the Fibery review.

Weights & Biases

Free
  • FreeFree
    • 5 model seats
    • 5 GB storage
    • 1 GB/month Weave ingestion
  • Pro$60/month
    • 10 seats
    • 100 GB storage
    • Private projects
  • Teams$179/month
    • Team collaboration
    • Advanced analytics
    • Dedicated support

Which should you pick?

Choose Fibery if

  • You need customizable databases.
  • You want to start without paying.
  • You also want bi-directional linking.
Fibery review

Choose Weights & Biases if

  • You need experiment tracking.
  • You want to start without paying.
  • You work on Web, Python SDK, REST API.
  • You also want dataset versioning.
Weights & Biases review

Questions people ask

Is Fibery or Weights & Biases better?
Neither clearly leads. Fibery starts at Free and Weights & Biases at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Fibery or Weights & Biases?
Fibery starts at Free and Weights & Biases at Free.
Does Fibery or Weights & Biases run on more platforms?
Fibery runs on Web. Weights & Biases runs on Web, Python SDK, REST API.
Can I use Fibery for free?
Both have a free tier, so you can try either at no cost before committing.
What is Fibery best used for?
Fibery is most often used for work management and product development platform, relational database with multiple view types (table, board, gallery, timeline, calendar, gantt), knowledge base and document collaboration. Of those, work management and product development platform and relational database with multiple view types (table, board, gallery, timeline, calendar, gantt) are not what Weights & Biases is typically brought in for.
What can Fibery do that Weights & Biases cannot?
Fibery covers Customizable databases, Bi-directional linking, Whiteboards, Documents. Weights & Biases covers Experiment tracking, Dataset versioning, Model registry, Hyperparameter sweeps. Both handle Web support.

Answered from the vendors’ own pages

Weights & Biases: Does Weights & Biases have a free plan?

Yes. The Free tier includes 5 model seats, 5 GB storage, and 1 GB/month Weave ingestion. Academic users get unlimited tracked hours, 200 GB storage, and 100 seats at no cost.

Source
Weights & Biases: What are the paid plans for Weights & Biases?

Pro starts at $60/month with 10 seats and 100 GB storage. Team plans start at $179/month. Enterprise pricing is custom.

Source
Weights & Biases: What machine learning features does W&B provide?

Weights & Biases captures hyperparameters, metrics, and model outputs automatically. Features include experiment tracking, interactive Reports for sharing findings, Artifacts for managing datasets and models, advanced hyperparameter sweeps, and model deployment tools.

Source
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