Launch

Together AI launches Provisioned Throughput (PTU) and cuts Dedicated Inference rates

Together AI pricing

Together AI launched a Provisioned Throughput (PTU) SKU at $0.05/PTU-min and cut Dedicated Inference rates — on-demand H100 to $5.49/hr, B200 to $8.99/hr.

Before

No reserved-throughput product; Dedicated Inference priced per instance — 1x H100 80GB $6.49/hr, 1x HGX B200 180GB $11.95/hr, H200 Contact us.

After

New Provisioned Throughput SKU reserves capacity in throughput units at $0.05/PTU-minute (MiniMax M3, GLM-5.2); Dedicated Inference restructured to per-GPU-per-hour, on-demand vs reserved — on-demand H100 $5.49/hr, B200 $8.99/hr, with H200/B300/GB200/GB300 quoted Contact us and all reserved capacity Contact sales.

Together AI added a fifth pricing surface, Provisioned Throughput (PTU), which reserves dedicated inference capacity in throughput units billed per PTU-minute ($0.05/PTU-min on MiniMax M3 and GLM-5.2). Each PTU delivers a fixed, model-specific tokens-per-minute rate, and an on-page calculator sizes the PTUs required for a traffic profile and estimates monthly cost and savings versus a commercial model’s list price (assuming 24/7 provisioning).

In the same update, Dedicated Inference was restructured from a per-instance table into a per-GPU-per-hour grid split into on-demand (pay-as-you-go) and reserved (Contact sales) columns. On-demand HGX H100 dropped from $6.49 to $5.49/hr (-15%) and HGX B200 from $11.95 to $8.99/hr (-25%), while newly listed HGX H200, HGX B300, GB200 NVL72, and GB300 NVL72 lines are quoted “Contact us”. Serverless per-token and GPU Cluster rates were unchanged. The pricing page also carries a new Series C funding banner.

From Together AI's pricing timeline
Provisioned Throughput (PTU) launch + Dedicated Inference restructure & price cuts

Together launched Provisioned Throughput — a new SKU that reserves dedicated capacity in throughput units (PTUs) billed per PTU-minute ($0.05/PTU-min on MiniMax M3 and GLM-5.2), with an on-page calculator that sizes PTUs and estimates monthly cost vs. commercial-model list prices. In the same update, Dedicated Inference was restructured to a per-GPU-per-hour table split into on-demand (pay-as-you-go) vs reserved (Contact sales) columns: on-demand HGX H100 fell to $5.49/hr (from $6.49) and HGX B200 to $8.99/hr (from $11.95), and NVIDIA HGX H200, HGX B300, GB200 NVL72, and GB300 NVL72 lines were added (quoted "Contact us"). GPU Cluster and serverless rates were unchanged. The pricing page also carries a new Series C funding banner.

About Together AI
together.ai ↗

Together AI runs a multi-SKU pure-usage cloud: per-token serverless inference for popular open-weight models (Llama 3.3 70B at $1.04/$1.04, DeepSeek V4 Pro at $1.74/$3.48 with $0.20 cached input, Qwen3.5 9B at $0.17/$0.25, GLM-5.1 at $1.40/$4.40), per-image generation (FLUX.2 [dev] $0.0154, FLUX.1 [schnell] $0.0027, Stable Diffusion 3 $0.0019), and per-hour dedicated and cluster GPUs.

Free tier
Yes
Commits
Available
Transparency
public

Together AI pricing history

  1. Jul 2026
    Provisioned Throughput (PTU) launch + Dedicated Inference restructure & price cuts
  2. Jun 2026
    Reserved + on-demand GPU cluster rate cut (H100 down 12–16%)
  3. Jun 2026
    Serverless re-pricing + GPU cluster rate cuts + cached input
  4. Jan 2026
    Specialized Model Fine-Tuning Tier
  5. Oct 2025
    FLUX.2 Image Generation at $0.0154/image
Full Together AI timeline

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