Model Shaping
Pricing
Serverless Inference
Most teams start with serverless inference and move to dedicated endpoints at scale.
Price per 1M tokens
Batch API price
Displayed prices refer to the lowest resolution/duration settings. Actual prices might vary.
Price per 1M tokens
Model | Input | output |
|---|---|---|
$0.30 (cached) | ||
$0.25 (cached) | ||
$0.03 (cached) | ||
$0.15 (cached) | ||
$0.015 (cached) | ||
$0.006 (cached) | ||
$0.20 (cached) | ||
$0.06 (cached) | ||
$0.17 (cached) | ||
$0.02 (cached) | ||
$0.006 (cached) | ||
$0.04 (cached) | ||
Displayed prices refer to the lowest resolution/duration settings. Actual prices might vary.
Prices include default steps shown above. Additional costs apply only when exceeding default steps. See full pricing details →
Price per video
Model | Price |
|---|---|
$0.115 | |
$0.16 | |
$0.17 | |
$0.15 | |
$0.24 | |
$0.24 | |
$0.24 | |
$0.14 | |
$0.14 | |
$0.14 | |
$0.22 | |
$0.50 | |
$0.30 | |
$0.14 | |
$0.57 | |
$0.49 | |
$0.28 |
Price per 1M tokens
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Price per 1M tokens
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Provisioned Throughput
Reserve dedicated capacity in throughput units (PTUs). Each PTU represents fixed capacity. The tokens-per-minute it delivers depends on the model and the token type.
Compute costs | Input | Cached | Output | Price |
|---|---|---|---|---|
Name | input | cached | output | rate |
Savings compare Together PTU cost against the selected commercial model's published list price ($/1M tokens) on the same traffic profile. Estimates assume continuous 24/7 provisioning (~43,800 min/mo).
Dedicated Inference
Deploy models on custom hardware with guaranteed performance and full control.
Single-tenant GPU instances with:
Hardware All prices per gpu per hour | On-demand Pay as you go | Reserved |
|---|---|---|
NVIDIA HGX H100 | $5.49 | |
NVIDIA HGX H200 | ||
NVIDIA HGX B200 | $8.99 | |
NVIDIA HGX B300 | ||
NVIDIA GB200 NVL72 | ||
NVIDIA GB300 NVL72 |
GPU Clusters
On-demand
Pay as you go GPU capacity on an hourly basis.
Hardware | Hourly |
|---|---|
NVIDIA GB200 NVL72 | — |
NVIDIA GB300 NVL72 | — |
NVIDIA HGX B200 | $8.19 |
NVIDIA HGX B300 | $9.99 |
NVIDIA HGX H100 | $3.99 |
NVIDIA HGX H200 | $5.99 |
On-demand hourly rates and reserved capacity
All prices are per GPU per hour.
Hardware | Preemptible Compute | ON-Demand | Reserved | |||
|---|---|---|---|---|---|---|
Pay as you go | Pay as you go | 3-30 days | 31-90 days | 91-180 days | 181+ days | |
NVIDIA HGX H100 | $1.99 | $3.99 | $3.69 | $3.45 | $3.19 | |
NVIDIA HGX H200 | $2.99 | $5.99 | $4.99 | $4.15 | $3.99 | |
NVIDIA HGX B200 | $4.09 | $8.19 | $7.99 | $7.79 | $6.79 | |
NVIDIA GB200 NVL72 | — | — | ||||
NVIDIA GB300 NVL72 | — | — | ||||
NVIDIA HGX B300 | $4.99 | $9.99 | ||||
Sandbox
Code Sandbox
Customize a deployment of VM sandboxes for large development environments.
Compute costs | Price/Hour |
|---|---|
Per vCPU | $0.0446 |
Per GiB RAM | $0.0149 |
Code Interpreter
Execute LLM-generated code securely using our API.
Duration? | Price/Session |
|---|---|
Session (60 minutes) | $0.03 |
Storage
High-bandwidth, parallel filesystem colocated with your compute.
Compute costs | Price | Unit |
|---|---|---|
Shared Filesystem | $0.16 | GiB/month |
Post-Training
On-demand training infrastructure, billed per minute for each active model resource.
Hardware All prices per gpu per hour | Price per GPU |
|---|---|
Promotion valid until 12/14/2026 |
Fine-Tuning
Train open-source models for real production use.
Per 1M tokens
Model | Supervised Fine-Tuning | Direct Preference Optimization | Minimum charge |
|---|---|---|---|
Qwen3.5 0.8B | $0.34 | $0.84 | $4.00 |
Qwen3.5 122B A10B | $4.20 | $10.50 | $10.00 |
Qwen3.5 27B | $1.05 | $2.62 | $4.00 |
Qwen3.5 2B | $0.34 | $0.84 | $4.00 |
Qwen3.5 35B A3B | $1.05 | $2.62 | $4.00 |
Qwen3.5 397B A17B | $5.60 | $14.00 | $22.00 |
Qwen3.5 4B | $0.34 | $0.84 | $4.00 |
Qwen3.5 9B | $0.34 | $0.84 | $4.00 |
Qwen3.6 27B | $1.05 | $2.62 | $4.00 |
Qwen3.6 35B A3B | $1.05 | $2.62 | $4.00 |
Qwen3.8 27B | $1.05 | $2.62 | $4.00 |
DeepSeek-V3.1 | $7.00 | $17.50 | $20.00 |
DeepSeek V4 Flash 0731 | $6.00 | $15.00 | $12.00 |
Gemma 4 26B A4B | $1.05 | $2.62 | $4.00 |
Gemma 4 31B | $1.05 | $2.62 | $4.00 |
Gemma 4 31B VLM | $1.05 | $2.62 | $4.00 |
Llama 3.3 70B | $2.03 | $5.08 | $4.00 |
Llama 4 Maverick | $5.60 | $14.00 | $16.00 |
Llama 4 Maverick VLM | $5.60 | $14.00 | $16.00 |
Llama 4 Scout | $2.10 | $5.25 | $6.00 |
Llama 4 Scout VLM | $2.10 | $5.25 | $6.00 |
Llama 3.1 8B | $0.34 | $0.84 | $4.00 |
Mixtral 8x7B Instruct v0.1 | $1.05 | $2.62 | $4.00 |
Kimi K2.6 | $15.00 | $37.50 | $60.00 |
Kimi K2.7 Code | $15.00 | $37.50 | $60.00 |
gpt-oss-120B | $2.50 | $6.25 | $6.00 |
gpt-oss-20B | $0.40 | $1.00 | $4.00 |
GLM-5.1 | $40.00 | $100.00 | $60.00 |
GLM-5.2 | $40.00 | $100.00 | $60.00 |
Price is based on the sum of tokens processed in the fine-tuning training dataset (training dataset size × number of epochs) plus any tokens in the optional evaluation dataset (validation dataset size × number of evaluations). Each job is subject to the minimum charge shown for its model.
Model | Supervised Fine-Tuning | Direct Preference Optimization | Minimum charge |
|---|---|---|---|
Qwen3.5 0.8B | $0.38 | $0.94 | $4.00 |
Qwen3.5 27B | $1.16 | $2.88 | $4.00 |
Qwen3.5 2B | $0.38 | $0.94 | $4.00 |
Qwen3.5 4B | $0.38 | $0.94 | $4.00 |
Qwen3.5 9B | $0.38 | $0.94 | $4.00 |
Qwen3.6 27B | $1.16 | $2.88 | $4.00 |
Gemma 4 31B | $1.16 | $2.88 | $4.00 |
Gemma 4 31B VLM | $1.16 | $2.88 | $4.00 |
Llama 3.3 70B | $2.24 | $5.60 | $4.00 |
Llama 3.1 8B | $0.38 | $0.94 | $4.00 |
Mixtral 8x7B Instruct v0.1 | $1.16 | $2.88 | $4.00 |
Price is based on the sum of tokens processed in the fine-tuning training dataset (training dataset size × number of epochs) plus any tokens in the optional evaluation dataset (validation dataset size × number of evaluations). Each job is subject to the minimum charge shown for its model.
No matching models
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