Company profile: Predibase
1.1 - Company Overview
Company description
- Provider of a low-code, declarative platform to train, fine-tune, and serve open-source machine learning models across structured and multimodal data, deployable on serverless managed or private clouds. Offerings include Serverless Fine-tuned Endpoints for querying fine-tuned LLMs without dedicated GPUs, LoRAX for serving multiple fine-tuned LLMs on one GPU, Ludwig for declarative model development, and Horovod for distributed training.
Products and services
- LoRAX: Open-source framework that serves multiple fine-tuned LLMs on a single GPU, reducing serving costs significantly
- Ludwig: Declarative framework that develops, trains, fine-tunes, and deploys deep learning and large language models without low-level coding, supporting workflows from structured data to multimodal content
- Serverless Fine-tuned Endpoints: Serverless component for querying fine-tuned LLMs without dedicated GPU resources, delivering pay-as-you-go access to endpoints deployed on managed or private cloud infrastructure
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Predibase
Dataiku
HQ: United States
Website
- Description: Provider of an enterprise AI and machine-learning platform that centralizes data work and moves businesses from analytics at scale to enterprise AI, offering end-to-end tools for data preparation, machine learning (including AutoML), generative AI, MLOps, and collaboration, plus a controlled environment and best practices to build, deploy, monitor, and manage data and AI projects and models.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Toloka AI
HQ: Switzerland
Website
- Description: Provider of a data-centric environment for fast, scalable AI development across the ML lifecycle, leveraging responsibly and securely gathered human insight and a geographically diverse crowd; used by organizations in e-commerce, R&D, banking, autonomous vehicles, and web services.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Scout
HQ: United States
Website
- Description: Provider of an extensible platform for building and deploying customizable AI workflows and agents, offering LLM orchestration, vector database management, and deployment for copilots and chatbots within a streamlined interface; used by customers such as Statsig, Dagster, and SurrealDB.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Spell
HQ: United States
Website
- Description: Provider of a flexible end-to-end MLOps platform that streamlines data science and machine learning for teams of any size, offering tools to efficiently prepare, train, deploy, and manage deep learning projects at scale, with features for team collaboration, project monitoring, and experiment reproducibility.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Abacus AI
HQ: United States
Website
- Description: Provider of an AI-assisted data science and end-to-end MLOps platform that helps organizations design, train, and operationalize machine and deep learning models, and plug-and-play deep learning into customer experiences and business processes. Solutions include AI agents, ChatLLM, forecasting and planning, anomaly detection, language AI, and personalization AI.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for Predibase
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Predibase
2.2 - Growth funds investing in similar companies to Predibase
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4 - Top valuation comps for Predibase
4.2 - Public trading comparable groups for Predibase
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