# Qwen 3 32B

> Coding-focused 32B. Strong on code, math and multilingual.

Human version: https://kymaapi.com/models/qwen-3-32b
Live JSON: `GET https://kymaapi.com/v1/models` (no auth required)

## Facts

- **Model ID**: `qwen-3-32b` — pass this as `model` in the request body
- **Creator**: Alibaba
- **Released**: 2025-04-28
- **Context window**: 33K tokens
- **Max output**: 8K tokens per response — a hard ceiling, not a default
- **Price**: $0.108 in / $0.378 out per 1M, cached input 10%
- **Capabilities**: tools, reasoning, caching

## Call it

```bash
curl https://kymaapi.com/v1/chat/completions \
  -H "Authorization: Bearer $KYMA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "qwen-3-32b", "messages": [{"role": "user", "content": "Hello"}]}'
```

## Positioning

A fast, cost-efficient 32B language model optimized for code generation, mathematical reasoning, and multilingual text tasks. Developers should reach for it when they need reliable technical performance without the latency or overhead of larger models.

## About

Qwen 3 32B is a text-only language model built by Alibaba. It is designed around technical workloads, handling programming, mathematics, and translation across multiple languages. The model natively supports tool use, structured outputs, and explicit reasoning steps.

On Kyma, it runs with a 32,768-token context window and an 8,192-token maximum output. It operates in the fast and cheap tiers, with a median throughput of 33 tokens per second and a 100% success rate across live traffic. Prompt caching is fully supported, billing repeated prompt prefixes at 10% of the standard input rate.

The model is strictly text-in, text-out and does not support vision or multimodal inputs. While it handles reasoning and tool calls reliably, its output limit means it is not suited for generating extremely long documents or extended codebases in a single pass. Kyma routes requests through an OpenAI-compatible endpoint with automatic failover and exact cost reporting.

## Use cases

- **Automated Code Generation** — Generates and refines code snippets across multiple programming languages with tool-use support.
- **Mathematical Problem Solving** — Breaks down complex math problems using explicit reasoning steps to reach accurate solutions.
- **Multilingual Text Translation** — Translates technical and conversational text across supported languages while preserving context.
- **Interactive Chat Assistants** — Powers responsive conversational agents that leverage structured outputs and automatic failover.

## Not ideal for

Tasks requiring image or video understanding, or workloads that need outputs exceeding 8,192 tokens in a single response.

## Pick something else when

- You need vision or multimodal input → `gemini-3.5-flash-lite`, `gemini-3.6-flash`
- You need longer output sequences → `qwen-3.7-max`, `deepseek-v3`

## See also

- All models: https://kymaapi.com/models.md
- Pricing: https://kymaapi.com/pricing.md
- Other models by Alibaba: https://kymaapi.com/models?q=Alibaba