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Wednesday, July 8, 2026Scoutari
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Wed, July 808:00Model/APIModel releasesAPI & pricingChinese models

Together AI Launches Provisioned Throughput for Reserved Inference on Open Models

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Decision Brief

What changedTogether AI launches Provisioned Throughput, offering reserved inference capacity for open models like MiniMax M3 and GLM-5.2, with token-based billing, 99% availability SLA, and up to 90% cost savings vs proprietary APIs.
Why it mattersDevelopers using open-source models can now get reserved capacity at fixed token prices, avoiding GPU infrastructure management and significantly reducing costs.
Who should careTeams building on model APIs
Affected stackGLM
Builder actionWorth evaluating: can GLM replace or complement your current model
Source confidenceHigh · Official release / blog / repo

Together AI announced Provisioned Throughput, providing reserved inference capacity for frontier open models like MiniMax M3 and GLM-5.2. The service uses token-based billing, offers a 99% uptime SLA, and claims costs up to 90% lower than proprietary APIs. Users need not compute GPU hours or manage infrastructure to obtain predictable inference performance. For development teams relying on open models in production, this service simplifies capacity planning and cost control. Applications requiring stable inference throughput—such as real-time chat, content generation, or large-scale batch processing—can avoid availability issues from load spikes. Token-based billing also makes costs transparent and facilitates budget management.

Summary basis: official / RSS sourceCompiled from the source scope noted above; the original remains authoritative.

Sources

  • Together AI

    Open-model hosting, inference, and fine-tuning infrastructure for builders.

  • Together AI

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