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Weights & Biases, Inc.: Business Overview, Financials & Competitive Analysis

Weights & Biases is a provider of machine learning model development and management solutions. It helps companies turn deep learning research projects into deployed software by helping teams track their models, visual...

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Weights & Biases, Inc. OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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8/ 10Strong

Cyborg Score thesis

Dominant MLOps platform with 1M users, $100M ARR, and strategic backing from CoreWeave—well-positioned to capture enterprise AI...

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Industry Machine Learning Operations (MLOps)
4 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: June 15, 2026
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Weights & Biases, Inc. Overview

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Weights & Biases is a provider of machine learning model development and management solutions. It helps companies turn deep learning research projects into deployed software by helping teams track their models, visualize model performance, and easily automate training and improving models. The company serves AI teams globally as a core MLOps infrastructure platform.

Strategic Profile

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Weights & Biases is entering a growth phase focused on expanding MLOps capabilities for large language models (LLMs) and deep learning frameworks, with products like W&B Prompts and partnerships with NVIDIA and Microsoft. The company was acquired by CoreWeave on Mar 04, 2025, providing additional strategic backing and infrastructure support within the AI ecosystem.

Competitive Landscape

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Weights & Biases ranks 3rd amongst 392 active competitors, of which 64 are funded, and stands 4th in terms of total funding among its competitors. Key competitors include Comet, Seldon, Braintrust, and H2O.ai—all offering MLOps and model management solutions with varying specializations in experiment tracking, deployment, and LLM evaluation.

Industry Context

Weights & Biases, Inc. operates in Machine Learning Operations (MLOps).

Key facts

Founded: 2017 · Headquarters: San Francisco, US · Employees: 309 · Revenue: $100M ARR · Market cap: N/A

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Recent developments

Material events tracked by the AskCyborg corpus.

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Named competitors

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CometModel evaluation platform for tracking, comparing, and managing LLM responsesSeldonMLOps solutions for deployment and management of machine learning modelsBraintrustPlatform for developing and managing AI applications with LLM evaluation toolsH2O.aiAI cloud platform with automated machine learning and generative AI capabilities

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Industry context

Weights & Biases, Inc. operates in Machine Learning Operations (MLOps). See how the rest of the sector scores on the Cyborg framework.

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Frequently asked questions

What does Weights & Biases, Inc. do?+
Weights & Biases is a provider of machine learning model development and management solutions. It helps companies turn deep learning research projects into deployed software by helping teams track their models, visual...
What is Weights & Biases, Inc.'s Cyborg Score?+
Weights & Biases, Inc. has a Cyborg Score of 8/10 (Strong). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Weights & Biases, Inc.'s main competitors?+
Named competitors include Comet, Seldon, Braintrust, H2O.ai. The full competitive landscape is in the AskCyborg report.
How can I get the full Weights & Biases, Inc. research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the Weights & Biases, Inc. research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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