Wally

Access 8 Wally models through Mastra's model router. Authentication is handled automatically using the WALLY_API_KEY environment variable.

Learn more in the Wally documentation.

.env

WALLY_API_KEY=your-api-key

src/mastra/agents/my-agent.ts

import { Agent } from "@mastra/core/agent";

const agent = new Agent({
  id: "my-agent",
  name: "My Agent",
  instructions: "You are a helpful assistant",
  model: "wally/deepseek-v4-flash-0731"
});

// Generate a response
const response = await agent.generate("Hello!");

// Stream a response
const stream = await agent.stream("Tell me a story");
for await (const chunk of stream) {
  console.log(chunk);
}

note

Mastra uses the OpenAI-compatible /chat/completions endpoint. Some provider-specific features may not be available. Check the Wally documentation for details.

Models

8 available models

Model	Context	Tools	Reasoning	Image	Audio	Video	Input $/1M	Output $/1M
wally/deepseek-v4-flash-0731	1.0M						$0.44	$1
wally/deepseek-v4-pro-fast	1.0M						$2	$4
wally/deepseek-v4.1-flash	1.0M						$0.30	$1
wally/deepseek-v4.1-flash-fast	1.0M						$0.60	$2
wally/glm-5.3-fast	1.0M						$2	$7
wally/glm-5.3-flash	1.0M						$0.27	$0.65
wally/kimi-k3	1.0M						$3	$15
wally/minimax-m3	524K						$0.33	$1

Model availability, capabilities, context windows, and pricing are sourced from models.dev and may change.

Advanced configuration

Custom headers

src/mastra/agents/my-agent.ts

import { Agent } from "@mastra/core/agent";

const agent = new Agent({
  id: "custom-agent",
  name: "custom-agent",
  model: {
    url: "https://inference.runanywhere.ai/v1",
    id: "wally/deepseek-v4-flash-0731",
    apiKey: process.env.WALLY_API_KEY,
    headers: {
      "X-Custom-Header": "value"
    }
  }
});

Dynamic model selection

src/mastra/agents/my-agent.ts

import { Agent } from "@mastra/core/agent";

const agent = new Agent({
  id: "dynamic-agent",
  name: "Dynamic Agent",
  model: ({ requestContext }) => {
    const useAdvanced = requestContext.task === "complex";
    return useAdvanced
      ? "wally/minimax-m3"
      : "wally/deepseek-v4-flash-0731";
  }
});