Weights & Biases
ML experiment tracking and management platform, now a CoreWeave subsidiary.
W&B's tracking layer is wired into how ML teams work, but its future now rides on CoreWeave's stock and GPU business, not its own numbers.
Weights & Biases is software that records what happens when engineers train artificial intelligence models, so they can compare results and learn what works. Rivals like Databricks offer free experiment tracking, and AI agents could eventually do some of this work automatically, but W&B has built a big library of real experiment data and just shipped an AI agent of its own to stay ahead. The catch: W&B was bought by CoreWeave in May 2025, so your investment is really in CoreWeave stock, not W&B directly. That means the company is now tied to GPU sales and the big cloud customers CoreWeave depends on, which creates new risks if those customers shrink or switch to competitors like Amazon or Google.
A named enterprise customer publicly switches from W&B to MLflow or a rival tracker. Would confirm real customer loss rather than just competitive noise.
Reports of AWS or GCP-native customers reducing W&B usage citing CoreWeave ties. Would show neutrality loss is actually costing W&B non-CoreWeave customers.
- ~1B experiment runs tracked on W&B
- CoreWeave paid ~$1.4-1.7B for W&B
- CoreWeave (CRWV) stock ~$73/share
- Employee and investor equity now tied to CoreWeave (CRWV) stock, exposed to GPU capex and debt strain.
- Loss of cloud-neutral positioning post-acquisition could push AWS/GCP-native customers to churn.
- Core experiment-tracking tier commoditized by free MLflow, pressuring pricing and retention.
- No standalone W&B revenue reporting since May 2025, making financial health hard to verify externally.
| Rival | Direction | Evidence |
|---|---|---|
| MLflow (Databricks) | gaining on | Free open-source tracking pressuring W&B's low-end tier as of 2026 |
| Databricks | contesting | Bundles MLflow as loss-leader within broader cloud ML platform, 2026 |
| Comet ML / Neptune.ai | contesting | Listed as direct experiment-tracking alternatives in 2026 comparison pieces |
| Langfuse / Braintrust / FutureAGI | gaining on | Newer LLM-observability entrants cited as positioning aggressively against W&B, 2026 |
- Is Weights & Biases still an independent company?
- No. CoreWeave (Nasdaq: CRWV) completed its acquisition of Weights & Biases on May 5, 2025, making it a wholly-owned subsidiary now operating as Weights & Biases, a CoreWeave company.
- Is Weights & Biases profitable?
- Unclear and unverifiable externally: W&B's revenue is folded into CoreWeave's consolidated results and no longer reported standalone. CoreWeave guided $4.9-5.1B total 2025 revenue as of June 12, 2025, but that figure covers all of CoreWeave, not W&B specifically.
- Could AI replace Weights & Biases?
- Partly the opposite: CoreWeave's ARIA agent, in public preview since June 29, 2026, automates the manual chart-comparison and analysis work W&B users used to do by hand, but ARIA itself runs on W&B's own telemetry, turning the automation threat into a W&B product feature.
- Who is Weights & Biases' biggest competitor?
- MLflow, the free open-source tracking tool backed by Databricks, is the main pressure point at the low end of the market as of 2026, since it undercuts W&B's basic experiment-tracking tier on price.
- Who owns Weights & Biases now?
- CoreWeave, Inc. (Nasdaq: CRWV) owns Weights & Biases outright, following a deal announced March 4, 2025 and closed May 5, 2025, reported at roughly $1.4 billion by SiliconAngle.
- How big is Weights & Biases' user base?
- Weights & Biases reported 700,000+ ML practitioner users as of August 9, 2023, up from 100,000 at its 2021 Series C, and by June 29, 2026 CoreWeave said the platform had tracked nearly one billion experiment runs and trillions of metrics.
- 2026-07-20CoreWeave (CRWV) stock trading near $73/share
- 2026-06-29CoreWeave launches ARIA autonomous research agent in public preview, built on W&B Weave
- 2025-06-18W&B Inference launches, serverless open-source LLM access via CoreWeave GPU infrastructure
- 2025-05-05CoreWeave completes acquisition, W&B becomes wholly-owned subsidiary
- 2025-03-04CoreWeave announces deal to acquire Weights & Biases
- 2023-08-09W&B raises $50M at $1.25B valuation, launches W&B Prompts, reports 700,000+ users
- 2021-10-13W&B raises Series C, $100M+ at $1B valuation
- CoreWeave Completes Acquisition of Weights & Biases (2025-05-05)
- CoreWeave acquires AI developer platform Weights & Biases amid IPO prep
- Weights & Biases Raises $50 Million Round (2023-08-09)
- CoreWeave Guides $4.9-$5.1B in 2025 Revenues (2025-06-12)
- CoreWeave Launches ARIA AI Research Agent (2026-06-29)
- CoreWeave and Weights & Biases Announce New Products (2025-06-25)
- CoreWeave debuts ARIA agent to automate AI research in Weights & Biases (2026-06-29)
- CoreWeave (CRWV) trading data (2026-07-20)
- Weights & Biases Raises Its Series C at a Billion Dollar Valuation (2021-10-13)
- Weights & Biases Revenue 2024 (2024-12-19)
- W&B Alternatives 2026 (2026-05-09)
- CoreWeave's $30B Capex Gamble (2026-06-04)