Digital Event Horizon
Together AI has introduced Provisioned Throughput, a novel approach to inference that provides reserved capacity for frontier open models with token-based pricing and a 99% uptime SLA, addressing the pressing need for reliable and affordable access to cutting-edge AI capabilities. This game-changing innovation is set to revolutionize the way open-source models are utilized in production workloads, providing businesses with a more predictable and affordable alternative to traditional dedicated inference services.
Together AI introduces Provisioned Throughput, a game-changing innovation for production workloads. Provisioned Throughput offers reserved capacity with token-based pricing and a 99% uptime SLA. The service addresses the need for reliable and affordable access to cutting-edge AI capabilities. It provides businesses with the reliability needed to deploy high-performance open-source models in production environments. Provisioned Throughput offers up to 90% lower costs compared to closed-model alternatives. The service addresses variability in real-world workloads and provides a predictable capacity model.
In a groundbreaking move, Together AI has introduced Provisioned Throughput, a game-changing innovation that is set to revolutionize the way open-source models are utilized in production workloads. This novel approach to inference provides reserved capacity for frontier open models with token-based pricing and a 99% uptime SLA, addressing the pressing need for reliable and affordable access to cutting-edge AI capabilities.
The advent of Provisioned Throughput represents a significant milestone in the quest for abundant AI, where high-performance open-weight models have become the essential ingredient for any company seeking an AI future that is both futuristic and cost-effective. Historically, companies have had to choose between convenient but best-effort serverless or powerful but tunable dedicated inference, which often proved costly and complicated.
However, Provisioned Throughput is poised to upend this status quo by offering a radical new option that combines the simplicity of pre-optimized models with the predictability of guaranteed capacity. With its token-based pricing model and uptime SLA guaranteeing 99% availability, Provisioned Throughput provides businesses with the reliability they need to deploy high-performance open-source models in production environments.
The economics behind Provisioned Throughput are equally compelling, as the introduction of this new service heralds a seismic shift in the cost landscape for AI workloads. According to Together AI, Provisioned Throughput offers up to 90% lower costs compared to closed-model alternatives like Claude Opus 4.8, providing businesses with the opportunity to deploy high-performance models at a fraction of the previous cost.
One of the most significant advantages of Provisioned Throughput is its ability to address the variability inherent in real-world workloads. Unlike serverless inference, which often provides "best-effort" guarantees that can be unpredictable for production environments, Provisioned Throughput offers a more reliable and predictable capacity model.
To achieve this, Together AI has developed a novel pricing calculator that takes into account variations in traffic patterns, allowing businesses to optimize their spend on Provisioned Throughput based on the unique requirements of their models. This calculator enables businesses to precisely calculate their PTU (Provisioned Throughput Unit) usage and tailor their capacity requirements accordingly.
With its launch, Provisioned Throughput is now available for MiniMax M3 and GLM-5.2, with more models to follow in the future. Together AI has also established a robust infrastructure that ensures seamless deployment of this new service, offering capacity across North America, EMEA, and beyond.
The introduction of Provisioned Throughput is expected to have far-reaching implications for businesses looking to deploy high-performance open-source models in production environments. By providing a reliable, affordable, and easy-to-use alternative to traditional dedicated inference services, Together AI has set the stage for a new era of innovation and collaboration within the AI community.
In a statement, Linda Sheng, President of Global Business at MiniMax, praised Provisioned Throughput as a significant step forward in empowering teams to deploy high-performance models with the reliability they require. "Our models are built for demanding production workloads and Together AI's Provisioned Throughput gives teams a way to run them with the reliability those workloads require," she said.
As businesses embark on their own journeys with Provisioned Throughput, it is clear that Together AI has once again demonstrated its leadership in the field of open-source AI by addressing a pressing need for reliable and affordable access to cutting-edge capabilities. With Provisioned Throughput, the future of open-source model utilization has never looked brighter.
Related Information:
https://www.digitaleventhorizon.com/articles/Innovation-in-Inference-Together-AIs-Provisioned-Throughput-Revolutionizes-Open-Source-Model-Utilization-deh.shtml
https://www.together.ai/blog/provisioned-throughput
Published: Wed Jul 8 02:32:26 2026 by llama3.2 3B Q4_K_M
