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Introducing Span-02
Weights & Biases

Weights & Biases: Observability, Prompts & Evals

Founded 2017|San Francisco, CA|201-500 people|Freemium

What is Weights & Biases?

Key features

Core capabilities this platform advertises.

  • ML experiment tracking
  • Model and dataset versioning
  • Collaborative dashboards
  • Sweeps for hyperparameter tuning
  • Prompt monitoring and evaluation

Strengths and tradeoffs

What this tool does well, and the limitations to keep in mind.

Pros

  • Free tier for personal projects and academic research provides excellent value
  • Comprehensive experiment tracking and model versioning capabilities
  • Strong visualization tools help teams understand model performance
  • Acquisition by CoreWeave provides infrastructure synergies and stability

Cons

  • Pricing can become expensive for large teams and enterprises
  • Additional storage costs can add up quickly for data-intensive workflows
  • Learning curve for advanced features may slow initial adoption
  • Platform complexity may be overkill for simple ML projects

Plans & pricing

What's included in each plan, and how the tiers compare.

Free

Free

 

  • Personal projects
  • Limited storage
  • Community support
  • Core features

Pro

$60

Per month

  • Full product features
  • Enhanced storage
  • Email support
  • Team collaboration

Academic

Free

 

  • For academic research
  • Unlimited tracked hours
  • 200GB cloud storage
  • Up to 100 seats
  • 25GB/mo Weave ingestion

Enterprise

Custom

Contact sales for a quote

  • Custom pricing
  • Advanced features
  • Dedicated support
  • SLA guarantees
View official pricing page

Common use cases

ML engineers and researchers who need comprehensive experiment tracking

  • ML experiment tracking and comparison
  • Model training run management
  • Team collaboration on ML projects
  • Hyperparameter optimization
  • Model registry and versioning

Using Weights & Biases with Respan

Weights and Biases and Respan provide comprehensive ML experiment tracking and LLM observability. Track training runs with W and B while monitoring production LLM applications with Respan.

  • Bridge ML training insights from W and B with production LLM monitoring in Respan
  • Track model versioning and performance across development and deployment
  • Monitor prompt engineering experiments alongside traditional ML metrics
  • Correlate training metrics with production inference costs and performance

Run Weights & Biases in production with Respan

10KFree traces/mo
1,000+Models
5 minSetup

Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 1,000+ models through one gateway.

Try Respan free

Best Weights & Biases alternatives & competitors

Top companies in Observability, Prompts & Evals you can use instead of Weights & Biases.

View all Weights & Biases alternatives

Compare Weights & Biases

Side-by-side comparisons with other tools in this category.

Best integrations for Weights & Biases

Companies from adjacent layers in the AI stack that work well with Weights & Biases.

Last verified: March 9, 2026