Predibase (now Rubrik)

LoRA fine-tuning platform, folded into Rubrik in 2025

Code & Dev Tools Unknown Has API Open Source
Researched · Published · Reviewed
RECATOOLS Score
7.3 / 10
Capability
8
Value for money
6
Ease of use
6
ASEAN readiness
5
API quality
8
Founded
2021
HQ
United States
Developer
Rubrik (acquired July 2025)

Overview

Predibase (2021) offered LoRA fine-tuning and multi-adapter serving (LoRAX) for open-source LLMs. Rubrik completed its acquisition in July 2025 for $109.1 million. Every Predibase address now redirects to Rubrik, and the hosted app's hostnames no longer resolve. The LoRAX serving framework remains open source.

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Pricing

Pricing shown for reference only. These figures reflect RECATOOLS research as of 12 Oct 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.

Not sold standalone
Discontinued
Predibase sites redirect to Rubrik Agent Cloud
  • Rubrik Agent Cloud: Agent Monitor, Agent Govern and Agent Rewind
  • Quoted by Rubrik sales after a demo

Use cases

Production fine-tuning Multi-LoRA serving Open-source LLM deployment

What you can produce with Predibase (now Rubrik)

  • The LoRAX open-source multi-LoRA serving framework (Apache 2.0, last tagged release January 2025)
  • Predibase technology inside Rubrik Agent Rewind, which rolls back agent actions
  • Rubrik Agent Cloud agent monitoring, governance and remediation (sales-led)
  • The Ludwig declarative ML framework, maintained separately by the ludwig-ai project
  • Redirects from every former Predibase address to Rubrik, with no hosted fine-tuning left
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RECATOOLS Verdict

Predibase was a strong choice for fine-tuning and cheaply serving many small open models, thanks to LoRAX. It is no longer something you can buy: Rubrik closed the acquisition in July 2025, used the technology for its Agent Rewind feature, and now redirects every Predibase page to Rubrik Agent Cloud, an AI-agent governance product with no self-serve fine-tuning.

If you need hosted fine-tuning, look at other providers. The open-source LoRAX server still works but has not had a tagged release since January 2025.

Desk research by RECATOOLS from public sources, written with AI assistance — not a hands-on test. How we review

What we found

Predibase is no longer a product you can buy on its own. Rubrik announced the acquisition on 25 June 2025 and completed it in July 2025, not in February 2026 as this page earlier said. Rubrik's quarterly filing puts the purchase consideration at $109.1 million, made up of $14.5 million in cash and $94.6 million in Rubrik Class A stock, and Rubrik separately granted $40.4 million of restricted stock to Predibase staff, including the two founders. The $100 million to $500 million range reported at announcement came from unnamed sources.

Every Predibase address now points to Rubrik. predibase.com and its pricing page redirect to the Rubrik Agent Cloud product page, the documentation redirects to Rubrik's homepage and the blog to Rubrik's blog. On 12 October 2026 the hosted app and its API and serving hosts had no DNS address records, so the earlier claim that the platform still runs there no longer holds. We found no published shutdown notice, so former customers should ask Rubrik directly about their contracts.

Rubrik used Predibase's infrastructure for Agent Rewind, launched in August 2025 "following the close" of the deal, which records what AI agents do and rolls back destructive changes. Agent Rewind now sits inside Rubrik Agent Cloud alongside agent monitoring and governance. That is a governance product for AI agents, quoted by Rubrik sales; it offers no self-serve fine-tuning, and its product page does not mention LoRA or model serving.

The open-source pieces survive. LoRAX, the server Predibase built for running many LoRA adapters on a single GPU, remains Apache 2.0 on GitHub, though its last tagged release was in January 2025. Ludwig, the declarative machine-learning framework the founders worked on at Uber, now lives under its own ludwig-ai organisation and shipped v0.17.9 in August 2026. Teams that want hosted fine-tuning of open models will need another provider.

Compiled by RECATOOLS from public sources: vendor documentation and pricing, code repositories and published reporting.

About this listing

Researched on
Published on
Last reviewed

This entry was compiled from publicly available data including Predibase (now Rubrik)'s official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Predibase (now Rubrik) unless explicitly stated.

Data accuracy

Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.

For the latest details, please refer to Predibase (now Rubrik) directly →

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