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What is Run BiOS?

Run BiOS provides a serverless inference solution that is compatible with OpenAI, allowing users to direct the OpenAI SDK to its endpoint while keeping their original code intact. It boasts six distinct model families—Claude, DeepSeek, GLM, Kimi, MiniMax, and Qwen—along with a bios-adaptive system that enhances each request for optimal quality, speed, and budget compliance, all within a predetermined price ceiling. To maintain user privacy, prompts and responses are stored temporarily in memory and are purged after the request is completed, eliminating any retention of request logs, content databases, or archives. Furthermore, if you choose to acquire ownership of the model weights later on, you can access fine-tuning and dedicated GPU endpoints under the same account, with billing calculated by the second of GPU usage. The pricing model is structured around your consumption from a prepaid balance, assessed per million tokens, and the endpoint will pause rather than incur debt if your balance runs out. You can begin using the service with an initial credit of $10, and no credit card is required for signup, making it an appealing choice for users. This degree of flexibility fosters an environment conducive to experimentation while effectively managing costs, making it an attractive option for developers and businesses alike.

What is Nebius Token Factory?

Nebius Token Factory serves as an innovative AI inference platform that simplifies the creation of both open-source and proprietary AI models, eliminating the necessity for manual management of infrastructure. It offers enterprise-grade inference endpoints designed to maintain reliable performance, automatically scale throughput, and deliver rapid response times, even under heavy request loads. With an impressive uptime of 99.9%, the platform effectively manages both unlimited and tailored traffic patterns based on specific workload demands, enabling a smooth transition from development to global deployment. Nebius Token Factory supports a wide range of open-source models such as Llama, Qwen, DeepSeek, GPT-OSS, and Flux, empowering teams to host and enhance models through a user-friendly API or dashboard. Users enjoy the ability to upload LoRA adapters or fully fine-tuned models directly while still maintaining the high performance standards expected from enterprise solutions for their customized models. This robust support system ensures that organizations can confidently harness AI capabilities to adapt to their changing requirements, ultimately enhancing their operational efficiency and innovation potential. The platform's flexibility allows for continuous improvement and optimization of AI applications, setting the stage for future advancements in technology.

Media

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Integrations Supported

DeepSeek V3.1
DeepSeek-V3
FLUX.1
Gemma 3
Hermes 4
Kimi K2
Kimi K2 Thinking
Kimi K3
Llama
Llama 3.1
Llama 3.3
Llama Guard
Mistral AI
Mistral NeMo
NVIDIA Llama Nemotron
Nebius
QwQ-32B
Qwen3
gpt-oss-20b
pgvector

Integrations Supported

DeepSeek V3.1
DeepSeek-V3
FLUX.1
Gemma 3
Hermes 4
Kimi K2
Kimi K2 Thinking
Kimi K3
Llama
Llama 3.1
Llama 3.3
Llama Guard
Mistral AI
Mistral NeMo
NVIDIA Llama Nemotron
Nebius
QwQ-32B
Qwen3
gpt-oss-20b
pgvector

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

$0.02
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

UltraSafe AI Inc.

Date Founded

2025

Company Location

United States

Company Website

runbios.ai

Company Facts

Organization Name

Nebius

Date Founded

2022

Company Location

Netherlands

Company Website

nebius.com/services/token-factory/enterprise-grade-inference

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