Predibase
Founded Year
2021Stage
Acquired | AcquiredTotal Raised
$28.45MAbout Predibase
Predibase operates as a developer platform that provides services related to fine-tuning and serving large language models (LLMs) within the artificial intelligence (AI) and machine learning industry. The company's services include AI model fine-tuning, language model serving, and infrastructure solutions for machine learning models. It serves engineering teams in Fortune 500 companies and high-growth startups that are implementing AI-driven solutions. It was founded in 2021 and is based in San Francisco, California. In June 2025, Predibase was acquired by Rubrik.
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Predibase's Product Videos
ESPs containing Predibase
The ESP matrix leverages data and analyst insight to identify and rank leading companies in a given technology landscape.
The small language models (SLMs) tools & development market focuses on creating, optimizing, and deploying compact language models that prioritize efficiency and specialized functionality. These models require fewer computational resources than large language models while offering advantages in speed, cost, and on-device deployment capabilities. Companies in this market provide tools for developin…
Predibase named as Challenger among 15 other companies, including Microsoft, Amazon, and NVIDIA.
Predibase's Products & Differentiators
Predibase Inference Engine
The Predibase Inference Engine is managed serverless infrastructure designed specifically for serving fine-tuned small language models (SLMs). Our Inference Engine dramatically improves SLM deployments by making them 3-5x faster, easily scalable, and more cost-effective for enterprises grappling with the complexities of productionizing AI. Built on Predibase’s innovations–Turbo LoRA and LoRA eXchange (LoRAX)–the Predibase Inference Engine is designed from the ground up to offer a best-in-class experience for serving fine-tuned SLMs.
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Research containing Predibase
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned Predibase in 3 CB Insights research briefs, most recently on Jul 15, 2024.
Jul 2, 2024 team_blog
How to buy AI: Assessing AI startups’ potential
May 24, 2024
The generative AI market mapExpert Collections containing Predibase
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
Predibase is included in 5 Expert Collections, including Hydrogen Energy Tech.
Hydrogen Energy Tech
3,196 items
Companies that are engaged in the production, utilization, or storage and distribution of hydrogen energy. This includes, but is not limited to, companies that manufacture hydrogen, those that convert hydrogen into usable energy, and those that store and distribute hydrogen.
Generative AI
2,793 items
Companies working on generative AI applications and infrastructure.
AI 100 (2024)
100 items
Artificial Intelligence
10,195 items
AI 100 (All Winners 2018-2025)
100 items
Latest Predibase News
Aug 20, 2025
Rubrik Unveils Agent Rewind For When AI Agents Go Awry Rubrik, Inc. announced the launch of Agent Rewind, following the close of Rubrik’s acquisition of Predibase. Agent Rewind, powered by Predibase AI infrastructure, will enable organizations to undo mistakes made by agentic AI by providing visibility into agents’ actions and enabling enterprises to rewind those changes to applications and data. AI agents possess significant potential, yet, like humans, they are prone to mistakes that result in unintended business disruption. Recent incidents of AI agent errors highlight a spectrum of situations ranging from technical malfunctions and legal issues to even the deletion of entire production databases. A recent study found that AI agents are frequently becoming disoriented, choosing incorrect shortcuts, and struggling to complete even simple multi-step tasks, revealing critical flaws that undermine their reliability and effectiveness. Agent Rewind makes previously opaque AI actions visible, auditable, and reversible, creating an audit trail and immutable snapshots that facilitate safe rollback. Current observability tools only show what happened, but not why or how to reverse high-risk actions. When AI goes awry, Agent Rewind offers: *Context-Enriched Visibility: Surfaces agent behavior, tool use, and impact while contextualizing each action, mapping it back to its root cause - from prompts to plans to tools - to enable precise recovery when something goes wrong. *Safe Rollback: Uses Rubrik Security Cloud to rewind what changed, whether that’s files, databases, configurations, or repositories. *Broad Compatibility: Will integrate seamlessly with a wide range of platforms, APIs, and agent builders, including Agentforce, Microsoft Copilot Studio, and Amazon Bedrock Agents, and will be compatible with any custom AI agent.
Predibase Frequently Asked Questions (FAQ)
When was Predibase founded?
Predibase was founded in 2021.
Where is Predibase's headquarters?
Predibase's headquarters is located at 1190 Mission Street, San Francisco.
What is Predibase's latest funding round?
Predibase's latest funding round is Acquired.
How much did Predibase raise?
Predibase raised a total of $28.45M.
Who are the investors of Predibase?
Investors of Predibase include Rubrik, Felicis, Anthony Goldbloom, Ben Hamner, Greylock Partners and 9 more.
Who are Predibase's competitors?
Competitors of Predibase include Baseten, OpenAI, Cerebrium, Assisterr, 2021.AI and 7 more.
What products does Predibase offer?
Predibase's products include Predibase Inference Engine and 2 more.
Who are Predibase's customers?
Customers of Predibase include Checkr, Marsh McLennan and Convirza.
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