A dense 32B model for tasks where reasoning depth matters more than MoE throughput. Strong in maths, code and multi-step analysis.
Which GPU does Qwen3 32B need?
The entry configuration is 1x RTX5090, which delivers around 32 tokens per second. For more parallel requests and headroom on speed, go with 1x H200.
How much does Qwen3 32B cost?
An hour of Qwen3 32B runs from $0.81 to $8.26 depending on the GPU configuration. Billing is hourly: you pay for server time, not for tokens.
How do I call Qwen3 32B from my code?
Once deployed you get an OpenAI-compatible endpoint: point any OpenAI client at the base_url you receive and pass qwen3:32b as the model name. Code written against the OpenAI API needs no changes.
Does the data stay private?
Yes. Qwen3 32B runs on a dedicated GPU server inside a private loop: requests and responses never reach the model vendor and are not used for training.
What context window and license does Qwen3 32B have?
Qwen3 32B holds 32K tokens of context per request and ships under the Apache 2.0 license, so you can use it commercially on your own hosting terms.