Predibase

Production fine-tuning platform

Code & Dev Tools Paid Has API Open Source
Researched · Published
RECATOOLS Score
7.3 / 10
Capability
8
Value for money
6
Ease of use
6
ASEAN readiness
5
API quality
8
Founded
2021
HQ
San Francisco, California, USA
Users
Launched
Developer

Overview

Predibase provides production fine-tuning and serving for open-source LLMs — LoRA fine-tuning, multi-LoRA serving (Lorax open-source). Used by enterprises needing custom models at scale. Pay-per-token pricing.

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Use cases

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

Predibase in Southeast Asia

ASEAN-region availability and pricing notes coming soon. Drop the editorial team a note via /contact/ if you can supply local context (Singapore/Malaysia/Indonesia/Thailand/Vietnam).

RECATOOLS Verdict

Predibase is a strong platform for fine-tuning and serving open-source small language models, pairing a post-training stack (including reinforcement fine-tuning) with a highly optimised inference engine and LoRAX, its open-source system for serving many LoRA adapters cheaply at scale. Founded by ex-Google and Uber engineers, it is well regarded for turning open models into accurate, cost-effective production endpoints, and was acquired by Rubrik in mid-2025 to power governed, agentic AI.

It suits ML and platform teams that want production fine-tuning and serving without building infrastructure from scratch. Caveats: it is enterprise-oriented with no transparent self-serve pricing, the Rubrik acquisition reshapes its positioning toward Rubrik's data/agent platform (worth tracking for roadmap and standalone availability), and it targets technical buyers. ASEAN readiness is reasonable as a cloud platform, but engagement is sales-led with no obvious regional data-residency guarantees.

Independent AI-assisted assessment by RECATOOLS.

About this listing

Researched on
Published on

This entry was compiled from publicly available data including Predibase's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Predibase 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 Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.

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