Rival.io has introduced All-You-Can-Eat, a new offering that provides unlimited access to open-weight large language models beginning with DeepSeek 4 Flash. The program removes subscription fees, token charges, throttling, and artificial usage caps for builders and teams. With this launch, Rival.io aims to make AI development more affordable and predictable while enabling creators to build and monetize tools through its platform.
Unlimited Access Without Token Meters
Through a free Personal Workspace, users can create, use, and monetize AI tools, knowledge bases, and workflows while paying only for the underlying compute they consume and any paid Marketplace offerings they select. The first model available through All-You-Can-Eat is DeepSeek 4 Flash, with one concurrent connection included for free accounts. Rival.io also plans to add more open-weight LLMs over time to give builders and teams greater flexibility across different tasks and workflows.
Pricing Tiers for Builders and Teams
The Pro Workspace costs US$15 per month and adds command-line tools, API access, and Micro VM environments within agentic workflows. The Team Workspace is available for US$150 per month and supports up to five users with shared tools, a private company Marketplace, centralized billing, permissions, and governance. Both paid plans maintain the same removal of token charges and usage limits that define the free tier.
The Technology Behind the Offering
Rival.io credits GraphX, its proprietary kernel-optimization and silicon-placement technology, for making the new offer possible. GraphX reduces the cost of hosting powerful open-weight LLMs by optimizing how models execute and identifying more efficient hardware configurations. These infrastructure efficiencies allow Rival.io to eliminate subscription and token charges for development and experimentation while still covering the underlying cost of compute.
Leadership Perspectives
Craig Kronenberger, co-founder and CEO of Rival.io, said the company wants to take everything that is hard, expensive, and broken about AI and make it better. He noted that Rival.io has made development accessible to people who do not write code, lowered the cost of running AI, and given creators a way to earn from their expertise. Kronenberger added that eliminating the token meter lets people build without worrying about usage limits, throttling, or surprise charges.
An Infrastructure Achievement
Charlie Wardell, co-founder and CTO, emphasized that removing the token meter is an infrastructure achievement rather than a pricing promotion. He said the company has dramatically lowered the cost of running open-weight models by making better use of the underlying infrastructure. Wardell added that developers and teams should not have to manage token packages, expiring credits, or overage charges just to keep building.
Platform and Marketplace Opportunity
Rival.io describes itself as an enterprise AI operating system that brings together everything businesses need to build, deploy, govern, and scale AI in one integrated, model-agnostic platform. The platform enables people of all technical backgrounds to build agents, functions, workflows, MCP servers, and knowledge bases using RivalBot, a visual workflow builder, or advanced developer tools. Through the Rival.io Marketplace, creators can publish and monetize their innovations and earn revenue each time customers use their paid tools.
All-You-Can-Eat is now available through Rival.io as part of a broader effort to make powerful open-weight models more accessible and predictable for individuals, developers, and enterprises. By removing token meters and usage restrictions while offering free and paid workspace options, the company is positioning the announcement as a structural shift in AI economics. The launch underscores Rival.io's focus on lowering costs, simplifying access, and creating new opportunities for builders to monetize their work.