Qwen 3 Coder is a text-only language model optimized for code generation and debugging. Developers building code assistants, automated debugging workflows, or agentic systems should use it when they need strong reasoning and tool-use capabilities at a balanced cost.
Modalities
Text → Text
Input
$0.297 /1M
Output
$1.35 /1M
Cached input
$0.0297 /1M90% off
Context
131K
Speed
medium
Performance
Live production data from real requests on Kyma — not synthetic benchmarks.
Rank
#9
of 87 active models
Tokens served
78.9M
all-time
Success rate
96.3%
last 7 days
Top apps using this model
Public apps sending the most traffic to this model — a signal of what real workloads it fits.
Pricing
Pay per token. Cached input is billed at 10% of the input rate.
+ Estimate your workload− Estimate your workload
Estimated monthly cost
$33.26
$1.11 / day on Qwen 3 Coder
Same workload on:
Estimates use list pricing with cached input billed at the 90%-discount rate. Actual bills depend on real token counts — every response includes its exact cost.
When to use Qwen 3 Coder
Where this model earns its cost — and where it doesn't.
Created by Alibaba, this model is purpose-built for code generation and debugging. It supports tool use, structured outputs, and reasoning, with a 131,072-token context window and a 32,768-token maximum output. It processes text-only inputs and outputs.
On Kyma, it routes through an OpenAI-compatible endpoint with automatic failover and a 100% observed success rate. It runs at a median speed of 92 tokens per second. Prompt caching is supported, reducing repeated prefix costs by 90%, and the exact request cost is returned in the usage.cost field.
It does not support vision or multimodal inputs. The medium speed tier means it is not optimized for ultra-low-latency streaming. Output is capped at 32,768 tokens, which may be restrictive for generating extremely large codebases in a single pass.
Automated Code Generation
Translates plain-text requirements into functional code snippets.
Interactive Code Debugging
Identifies logical errors and suggests fixes from stack traces.
Agentic Development Workflows
Coordinates tool calls and structured outputs for multi-step coding tasks.
Conversational Coding Sessions
Maintains context across long debugging sessions within a 131k token window.
Not ideal for: Avoid this model when you need image analysis, multimodal inputs, or ultra-low latency responses for real-time applications.
How it compares
Against the peers people actually weigh it against.
| Spec | Qwen 3 Coder | Qwen 3.7 Flash | Qwen 3.7 Max |
|---|---|---|---|
| Input /1M | $0.297 | $0.0458 | $2.56 |
| Output /1M | $1.35 | $0.1987 | $7.676 |
| Context | 131K | 1M | 1M |
| Tools | Yes | Yes | Yes |
| Reasoning | No | Yes | Yes |
| Speed | medium | fast | medium |
Quick start
Up and running in under two minutes.
- 1
Create an API key
Sign up and grab a key from the dashboard — $0.50 free credit, no card required.
Get API key → - 2
Make your first request
Drop in your key and send a chat completion — fully OpenAI-compatible.
curl https://kymaapi.com/v1/chat/completions \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model": "qwen-3-coder", "messages": [ {"role": "user", "content": "Explain prompt caching in one paragraph."} ] }' - 3
Stream responses
Add
"stream": trueto receive tokens as they arrive.curl https://kymaapi.com/v1/chat/completions \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model": "qwen-3-coder", "stream": true, "messages": [{"role": "user", "content": "Hello!"}] }'
FAQ
Common questions about this model.
What is the context window of Qwen 3 Coder?
How much does the Qwen 3 Coder API cost?
Does Qwen 3 Coder support function calling?
How do I use Qwen 3 Coder?
Does this model support image inputs or vision tasks?
How does prompt caching affect pricing on Kyma?
Can I use the alias code to call this model?
More models by Alibaba
| Model | Context | Input | Output |
|---|---|---|---|
Qwen 3.7 Flash | 1M | $0.0458 | $0.1987 |
Qwen 3.7 Plus | 1M | $0.4482 | $1.793 |
Qwen 3.7 Max | 1M | $2.56 | $7.676 |
Qwen 3.6 Plus | 131K | $0.4388 | $2.633 |
Qwen3 Embedding 8B | 33K | $0.0135 | $0.00 |
Qwen 3 32B | 33K | $0.108 | $0.378 |
