Why use Qwen3 Coder 480B A35B Instruct through AI Gateway?

You can access Qwen3 Coder 480B A35B Instruct through AI Gateway without separate provider accounts. Built-in retries and failover keep coding pipelines running without interruption.

What makes Qwen3 Coder 480B A35B Instruct "agentic" compared to other coding models?

Agentic coding means the model can operate in multi-turn, tool-using environments where it reads context, decides on actions, executes tools, interprets the results, and adapts its plan accordingly. Qwen3 Coder 480B A35B Instruct is tuned for this loop rather than one-shot code completion, which shows up in its tool-calling reliability and multi-step task performance.

What context length does Qwen3 Coder 480B A35B Instruct support?

262.1K tokens natively, extendable to one million tokens using YaRN extrapolation. This context window lets agentic tasks hold entire repositories or extended tool-call histories in context.

Which developer tools is Qwen3 Coder 480B A35B Instruct integrated with?

The model works with Qwen Code, Claude Code, and Cline out of the box. On AI Gateway, you can use the `qwen3-coder` model identifier from AI SDK, Chat Completions API, Responses API, Messages API, or other API formats, from TypeScript or Python.

How does AI Gateway improve reliability for coding pipeline use cases?

AI Gateway adds automatic retries and failover across DeepInfra, Novita AI, Google Vertex AI, Alibaba Cloud. If a provider returns an error during a long agentic session, AI Gateway handles the retry transparently. This prevents the kind of mid-session failures that break automated coding workflows.

What benchmarks has Qwen3 Coder 480B A35B Instruct been evaluated on?

The model reports strong results among open models on Agentic Coding, Agentic Browser-Use, and Agentic Tool-Use benchmarks, with SWE-Bench Verified performance cited as a specific highlight. See https://deepinfra.com/Qwen/Qwen3-Coder-480B-A35B-Instruct for detailed results.

Can I use Qwen3 Coder 480B A35B Instruct for non-coding tasks?

Qwen3 Coder 480B A35B Instruct retains general reasoning and math capability alongside its coding specialization and can handle general tasks, but dedicated general-purpose Qwen3 models are better suited when code isn't the primary use case.

Alibaba Cloud

Qwen3 Coder 480B A35B Instruct

Qwen3 Coder 480B A35B Instruct is an agentic-focused code model from Alibaba Cloud, built for complex multi-step software engineering workflows and accessible through AI Gateway without requiring separate provider accounts.

View API reference

Input and output price: Prices from: Input $0.40, Output $1.60, Per 1M tokens
24h uptime: Loading AI Gateway uptime

Get API key Read the docs

import { streamText } from 'ai'

const result = streamText({
  model: 'alibaba/qwen3-coder',
  prompt: 'Why is the sky blue?'
})

Read docs

Overview Playground Providers Uptime Status Throughput Latency API Similar About FAQ

Copy link to headingPlayground

Try out Qwen3 Coder 480B A35B Instruct by Alibaba Cloud. Usage is billed to your team at API rates. Free users (those who haven't made a payment) get $5 of credits every 30 days.

Qwen3 Coder 480B A35B Instruct

Copy link to headingProviders

Route requests across multiple providers. Copy a provider slug to set your preference. Visit the docs for more info. Using a provider means you agree to their terms, listed under Legal.

Provider

Context	Max Output	Latency	Throughput	Input	Output	Cache	Web Search	Capabilities	ZDR	No Training	Free Tier	Release Date

DeepInfra

Legal:Terms•Privacy

262K

67K

1.8 s

6 tps

$0.40/M

$1.60/M

Read$0.02/M

—

07/22/2025

Novita AI

Legal:Terms•Privacy

262K

66K

1.0 s

109 tps

$0.30/M

$2.50/M

—

07/22/2025

Google Vertex AI

Legal:Terms•Privacy

262K

33K

0.8 s

$0.22/M

$1.80/M

Read$0.02/M

—

07/22/2025

Alibaba Cloud

Legal:Terms•Privacy

262K

66K

1.3 s

89 tps

$1.50/M+2 more

$7.50/M+2 more

Read$0.30/M

—

07/22/2025

Getting started

Call Qwen3 Coder 480B A35B Instruct through AI Gateway with the AI SDK generateText and streamText functions, or through the OpenAI Chat Completions, OpenAI Responses, and Anthropic Messages APIs by changing the base URL. AI Gateway authenticates the request and routes it to an available provider.

Install the AI SDK (pnpm add ai dotenv), create an API key from the API Keys page, and set it as AI_GATEWAY_API_KEY in your environment. Full setup is covered in the text generation quickstart.

index.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'alibaba/qwen3-coder',
    prompt: 'Why is the sky blue?',
  });

  console.log(result.text);
}

main().catch(console.error);

Top-level parameters

The same Qwen3 Coder 480B A35B Instruct request in each API format AI Gateway supports.

top-level-params.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'alibaba/qwen3-coder',
    system: 'You are a concise technical assistant.',
    prompt: 'Summarize the tradeoffs between static generation and SSR.',
    maxOutputTokens: 1024,
    temperature: 0.5,
  });

  console.log(result.text);
}

main().catch(console.error);

Standard parameters like prompt, messages, temperature, and tools work as documented in the AI SDK docs. These are the parameters with model-specific behavior.

Parameter	Type	Required	Description
`model`	`string`	Yes	Model ID in the form `creator/model`, e.g. `alibaba/qwen3-coder`. AI Gateway routes the request to an available provider.
`maxOutputTokens`	`number`	No	Hard cap on generated tokens. Qwen3 Coder 480B A35B Instruct supports up to `66,536` output tokens.
`providerOptions`	`Record<string, JSONValue>`	No	AI Gateway routing options under `gateway`, plus any provider-native options under the provider’s own namespace — see the table below.

Input limits

Input	Formats	Sources	Max count	Max size	Limits
Text	—	—	—	—	Prompt and response share the 262K-token context window

Provider options

Set AI Gateway routing options under providerOptions.gateway. For provider-specific options, pass them under the provider’s namespace as documented by the AI SDK.

Learn more in the AI SDK alibaba provider docs.

provider-options.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'alibaba/qwen3-coder',
    prompt: 'Why is the sky blue?',
    providerOptions: {
      gateway: {
        only: ['deepinfra', 'novita'],
      },
    },
  });

  console.log(result.text);
}

main().catch(console.error);

These AI Gateway routing options apply to every model. Provider-specific options pass through under the provider’s own namespace (for example providerOptions.anthropic) exactly as documented by the AI SDK.

Parameter	Type	Required	Description
`providerOptions.gateway.only`	`string[]`	No	Restrict routing to these provider slugs. Requests fail over only within the listed providers.
`providerOptions.gateway.order`	`string[]`	No	Preferred provider order. Listed providers are tried first; unlisted providers remain available as fallbacks.
`providerOptions.gateway.sort`	`'cost' \| 'ttft' \| 'tps'`	No	Rank candidate providers by price, time to first token, or tokens per second instead of the default routing order.
`providerOptions.gateway.zeroDataRetention`	`boolean`	No	Route only to providers with a zero-data-retention policy for this model.

Routing across providers

AI Gateway serves the same model through multiple providers and fails over automatically. order expresses a preference while keeping every provider eligible; only is a hard allowlist — if none of the listed providers are available the request fails instead of falling back.

Options under a provider's own namespace (for example providerOptions.anthropic) are forwarded to that provider with the request. Providers ignore option namespaces that don't apply to them, so it is safe to set provider options alongside gateway routing options.

Tool calling

Expose tools the model can call. Define each tool’s inputs with a Zod schema.

tool-calling.ts

import { generateText, tool } from 'ai';
import { z } from 'zod';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'alibaba/qwen3-coder',
    prompt: 'What is the weather in San Francisco?',
    tools: {
      getWeather: tool({
        description: 'Get the current weather for a location',
        inputSchema: z.object({ location: z.string() }),
        execute: async ({ location }) => ({ location, temperatureC: 18 }),
      }),
    },
  });

  console.log(result.text);
}

main().catch(console.error);

Copy link to headingMore models by Alibaba Cloud

Model

Context	Latency	Throughput	Input	Output	Cache	Web Search	Capabilities	Providers	ZDR	No Training	Free Tier	Release Date

alibaba/qwen3.8-max-0902

991K

4.0 s

50 tps

$2/M

$6/M

Read$0.25/M

Write$2.50/M

—

09/01/2026

alibaba/qwen3.8-flash

991K

1.1 s

96 tps

$0.16/M

$0.47/M

Read$0.02/M

Write$0.20/M

—

08/26/2026

alibaba/qwen3.8-27b

0.6 s

133 tps

$0.10/M

$0.40/M

Read$0.01/M

Write$0.63/M

—

08/14/2026

alibaba/qwen3.8-max

2.5 s

160 tps

$2/M

$6/M

Read$0.25/M

Write$2.50/M

—

08/02/2026

alibaba/qwen3.7-flash

991K

2.5 s

140 tps

$0.03/M+2 more

$0.13/M+2 more

Read$0.006/M

Write$0.04/M

—

07/28/2026

alibaba/qwen3.7-plus

2.0 s

58 tps

$0.40/M+1 more

$1.60/M+1 more

Read$0.08/M

Write$0.50/M

—

06/02/2026

Copy link to headingAbout Qwen3 Coder 480B A35B Instruct

Qwen3 Coder 480B A35B Instruct targets agentic coding: multi-step software engineering that involves reading files, running tools, debugging failures, and iterating across a real codebase. It's available on AI Gateway for teams building complex, multi-step coding workflows.

The underlying architecture is a 480-billion-parameter MoE model with 35 billion activated per token. This balances deep coding specialization against general reasoning and mathematics, with strong reported results among open models on SWE-Bench Verified.

Qwen3 Coder 480B A35B Instruct integrates with Qwen Code, Claude Code, and Cline. These developer toolchains require agentic coding models to handle tool calls, environment feedback, and iterative plan-execute-debug loops. The model natively supports context of 262.1K tokens, extendable to 1M tokens via YaRN extrapolation, giving it the working memory to hold substantial codebases or long conversation histories during extended development sessions.

Accessing Qwen3 Coder 480B A35B Instruct through AI Gateway removes the friction of managing separate provider credentials. Automatic retries and failover mean that infrastructure issues at any individual provider don't interrupt ongoing coding sessions or break CI pipelines.

Copy link to headingWhat To Consider When Choosing a Provider

Configuration: For coding-focused workloads, provider latency can affect the feel of interactive development tools. Consider testing provider-specific response times against your throughput requirements.
Zero Data Retention: Zero Data Retention is available for this model. It is offered on a per-provider and model basis. See the documentation for details.
Authentication: AI Gateway authenticates requests using an API key or OIDC token. You do not need to manage provider credentials directly.

Copy link to headingWhen to Use Qwen3 Coder 480B A35B Instruct

Best for

Agentic software engineering tasks: Workflows where the model needs to read code, plan changes, execute tools, interpret results, and iterate, rather than one-shot generation, are exactly what Qwen3 Coder 480B A35B Instruct is tuned for
SWE-bench-style repository-level tasks: Strong SWE-Bench Verified results among open models indicate solid performance on the kinds of multi-file, multi-step bug fixing and feature implementation tasks representative of real software maintenance
Building AI-powered developer tools: Teams constructing coding assistants, automated PR review, or code migration tools can use Qwen3 Coder 480B A35B Instruct as the reasoning backbone, with the long context window holding full file context
Tool-calling pipelines in development environments: Qwen3 Coder 480B A35B Instruct's orientation toward agentic tool use makes it reliable in frameworks that expose file system, shell, and test runner tools to the model during a coding session

Consider alternatives when

The task is simple code completion or short snippet generation: Smaller, faster models can handle routine code completion without the overhead of an agentic model. Cost and latency are lower for routine generation
Non-coding tasks dominate the workload: Qwen3 Coder 480B A35B Instruct is specialized for code and agentic scenarios. For general text generation, summarization, or multilingual tasks not involving code, general-purpose Qwen3 variants will serve better
You need image or multimodal input handling: Qwen3 Coder 480B A35B Instruct is a text model; it doesn't process screenshots, diagrams, or visual inputs

Copy link to headingConclusion

Qwen3 Coder 480B A35B Instruct fills a specific niche: agentic software engineering at scale, where the model participates in extended coding sessions rather than answering isolated questions. AI Gateway exposes it for exactly this use case, and the provider network's automatic retries make it more reliable in CI and interactive tooling contexts than a direct single-provider integration would be.

Copy link to headingFrequently Asked Questions

Why use Qwen3 Coder 480B A35B Instruct through AI Gateway?
You can access Qwen3 Coder 480B A35B Instruct through AI Gateway without separate provider accounts. Built-in retries and failover keep coding pipelines running without interruption.
What makes Qwen3 Coder 480B A35B Instruct "agentic" compared to other coding models?
Agentic coding means the model can operate in multi-turn, tool-using environments where it reads context, decides on actions, executes tools, interprets the results, and adapts its plan accordingly. Qwen3 Coder 480B A35B Instruct is tuned for this loop rather than one-shot code completion, which shows up in its tool-calling reliability and multi-step task performance.
What context length does Qwen3 Coder 480B A35B Instruct support?
262.1K tokens natively, extendable to one million tokens using YaRN extrapolation. This context window lets agentic tasks hold entire repositories or extended tool-call histories in context.
Which developer tools is Qwen3 Coder 480B A35B Instruct integrated with?
The model works with Qwen Code, Claude Code, and Cline out of the box. On AI Gateway, you can use the qwen3-coder model identifier from AI SDK, Chat Completions API, Responses API, Messages API, or other API formats, from TypeScript or Python.
How does AI Gateway improve reliability for coding pipeline use cases?
AI Gateway adds automatic retries and failover across DeepInfra, Novita AI, Google Vertex AI, Alibaba Cloud. If a provider returns an error during a long agentic session, AI Gateway handles the retry transparently. This prevents the kind of mid-session failures that break automated coding workflows.
What benchmarks has Qwen3 Coder 480B A35B Instruct been evaluated on?
The model reports strong results among open models on Agentic Coding, Agentic Browser-Use, and Agentic Tool-Use benchmarks, with SWE-Bench Verified performance cited as a specific highlight. See https://deepinfra.com/Qwen/Qwen3-Coder-480B-A35B-Instruct for detailed results.
Can I use Qwen3 Coder 480B A35B Instruct for non-coding tasks?
Qwen3 Coder 480B A35B Instruct retains general reasoning and math capability alongside its coding specialization and can handle general tasks, but dedicated general-purpose Qwen3 models are better suited when code isn't the primary use case.

Your use is subject to Alibaba Cloud's Terms & Privacy Policies.

Agent Stack

Core Platform

Tools

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Qwen3 Coder 480B A35B Instruct

Copy link to headingPlayground

Copy link to headingProviders

Copy link to headingUptime24 hours

Copy link to headingThroughput24 hours

Copy link to headingLatency24 hours

Getting started

Top-level parameters

Input limits

Provider options

Routing across providers

Tool calling

Copy link to headingMore models by Alibaba Cloud

Copy link to headingAbout Qwen3 Coder 480B A35B Instruct

Copy link to headingWhat To Consider When Choosing a Provider

Copy link to headingWhen to Use Qwen3 Coder 480B A35B Instruct

Best for

Consider alternatives when

Copy link to headingConclusion

Copy link to headingFrequently Asked Questions