docs/src/content/en/models/providers/nebius.mdx
Access 49 Nebius Token Factory models through Mastra's model router. Authentication is handled automatically using the NEBIUS_API_KEY environment variable.
Learn more in the Nebius Token Factory documentation.
NEBIUS_API_KEY=your-api-key
import { Agent } from "@mastra/core/agent";
const agent = new Agent({
id: "my-agent",
name: "My Agent",
instructions: "You are a helpful assistant",
model: "nebius/BAAI/bge-en-icl"
});
// 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);
}
:::info
Mastra uses the OpenAI-compatible /chat/completions endpoint. Some provider-specific features may not be available. Check the Nebius Token Factory documentation for details.
:::
<ProviderModelsTable models={[ { "model": "nebius/BAAI/bge-en-icl", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 32768, "maxOutput": null, "inputCost": 0.01, "outputCost": null }, { "model": "nebius/BAAI/bge-multilingual-gemma2", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 8192, "maxOutput": null, "inputCost": 0.01, "outputCost": null }, { "model": "nebius/black-forest-labs/flux-dev", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 77, "maxOutput": null, "inputCost": null, "outputCost": null }, { "model": "nebius/black-forest-labs/flux-schnell", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 77, "maxOutput": null, "inputCost": null, "outputCost": null }, { "model": "nebius/deepseek-ai/DeepSeek-R1-0528", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 32768, "inputCost": 0.8, "outputCost": 2.4 }, { "model": "nebius/deepseek-ai/DeepSeek-R1-0528-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 131072, "maxOutput": 8192, "inputCost": 2, "outputCost": 6 }, { "model": "nebius/deepseek-ai/DeepSeek-V3-0324", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.5, "outputCost": 1.5 }, { "model": "nebius/deepseek-ai/DeepSeek-V3-0324-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.75, "outputCost": 2.25 }, { "model": "nebius/deepseek-ai/DeepSeek-V3.2", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 163000, "maxOutput": 16384, "inputCost": 0.3, "outputCost": 0.45 }, { "model": "nebius/google/gemma-2-2b-it", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 8192, "maxOutput": 4096, "inputCost": 0.02, "outputCost": 0.06 }, { "model": "nebius/google/gemma-2-9b-it-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 8192, "maxOutput": 4096, "inputCost": 0.03, "outputCost": 0.09 }, { "model": "nebius/google/gemma-3-27b-it", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 110000, "maxOutput": 8192, "inputCost": 0.1, "outputCost": 0.3 }, { "model": "nebius/google/gemma-3-27b-it-fast", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 110000, "maxOutput": 8192, "inputCost": 0.2, "outputCost": 0.6 }, { "model": "nebius/intfloat/e5-mistral-7b-instruct", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 32768, "maxOutput": null, "inputCost": 0.01, "outputCost": null }, { "model": "nebius/meta-llama/Llama-3.3-70B-Instruct", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.13, "outputCost": 0.4 }, { "model": "nebius/meta-llama/Llama-3.3-70B-Instruct-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.25, "outputCost": 0.75 }, { "model": "nebius/meta-llama/Llama-Guard-3-8B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 8192, "maxOutput": 1024, "inputCost": 0.02, "outputCost": 0.06 }, { "model": "nebius/meta-llama/Meta-Llama-3.1-8B-Instruct", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.02, "outputCost": 0.06 }, { "model": "nebius/meta-llama/Meta-Llama-3.1-8B-Instruct-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.03, "outputCost": 0.09 }, { "model": "nebius/MiniMaxAI/MiniMax-M2.1", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.3, "outputCost": 1.2 }, { "model": "nebius/moonshotai/Kimi-K2-Instruct", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 200000, "maxOutput": 8192, "inputCost": 0.5, "outputCost": 2.4 }, { "model": "nebius/moonshotai/Kimi-K2-Thinking", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 16384, "inputCost": 0.6, "outputCost": 2.5 }, { "model": "nebius/moonshotai/Kimi-K2.5", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 256000, "maxOutput": 8192, "inputCost": 0.5, "outputCost": 2.5 }, { "model": "nebius/moonshotai/Kimi-K2.5-fast", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 256000, "maxOutput": 8192, "inputCost": 0.5, "outputCost": 2.5 }, { "model": "nebius/NousResearch/Hermes-4-405B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 1, "outputCost": 3 }, { "model": "nebius/NousResearch/Hermes-4-70B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.13, "outputCost": 0.4 }, { "model": "nebius/nvidia/Llama-3_1-Nemotron-Ultra-253B-v1", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.6, "outputCost": 1.8 }, { "model": "nebius/nvidia/nemotron-3-super-120b-a12b", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 256000, "maxOutput": 32768, "inputCost": 0.3, "outputCost": 0.9 }, { "model": "nebius/nvidia/Nemotron-Nano-V2-12b", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 32000, "maxOutput": 4096, "inputCost": 0.07, "outputCost": 0.2 }, { "model": "nebius/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 32000, "maxOutput": 4096, "inputCost": 0.06, "outputCost": 0.24 }, { "model": "nebius/openai/gpt-oss-120b", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.15, "outputCost": 0.6 }, { "model": "nebius/openai/gpt-oss-20b", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.05, "outputCost": 0.2 }, { "model": "nebius/PrimeIntellect/INTELLECT-3", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.2, "outputCost": 1.1 }, { "model": "nebius/Qwen/Qwen2.5-Coder-7B-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.03, "outputCost": 0.09 }, { "model": "nebius/Qwen/Qwen2.5-VL-72B-Instruct", "imageInput": true, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.25, "outputCost": 0.75 }, { "model": "nebius/Qwen/Qwen3-235B-A22B-Instruct-2507", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 262144, "maxOutput": 8192, "inputCost": 0.2, "outputCost": 0.6 }, { "model": "nebius/Qwen/Qwen3-235B-A22B-Thinking-2507", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 262144, "maxOutput": 8192, "inputCost": 0.2, "outputCost": 0.8 }, { "model": "nebius/Qwen/Qwen3-30B-A3B-Instruct-2507", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.1, "outputCost": 0.3 }, { "model": "nebius/Qwen/Qwen3-30B-A3B-Thinking-2507", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 16384, "inputCost": 0.1, "outputCost": 0.3 }, { "model": "nebius/Qwen/Qwen3-32B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.1, "outputCost": 0.3 }, { "model": "nebius/Qwen/Qwen3-32B-fast", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.2, "outputCost": 0.6 }, { "model": "nebius/Qwen/Qwen3-Coder-30B-A3B-Instruct", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 8192, "inputCost": 0.1, "outputCost": 0.3 }, { "model": "nebius/Qwen/Qwen3-Coder-480B-A35B-Instruct", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 262144, "maxOutput": 66536, "inputCost": 0.4, "outputCost": 1.8 }, { "model": "nebius/Qwen/Qwen3-Embedding-8B", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": false, "reasoning": false, "contextWindow": 32768, "maxOutput": null, "inputCost": 0.01, "outputCost": null }, { "model": "nebius/Qwen/Qwen3-Next-80B-A3B-Thinking", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 128000, "maxOutput": 16384, "inputCost": 0.15, "outputCost": 1.2 }, { "model": "nebius/zai-org/GLM-4.5", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.6, "outputCost": 2.2 }, { "model": "nebius/zai-org/GLM-4.5-Air", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.2, "outputCost": 1.2 }, { "model": "nebius/zai-org/GLM-4.7-FP8", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": false, "contextWindow": 128000, "maxOutput": 4096, "inputCost": 0.4, "outputCost": 2 }, { "model": "nebius/zai-org/GLM-5", "imageInput": false, "audioInput": false, "videoInput": false, "toolUsage": true, "reasoning": true, "contextWindow": 200000, "maxOutput": 16384, "inputCost": 1, "outputCost": 3.2 } ]} />
const agent = new Agent({
id: "custom-agent",
name: "custom-agent",
model: {
url: "https://api.tokenfactory.nebius.com/v1",
id: "nebius/BAAI/bge-en-icl",
apiKey: process.env.NEBIUS_API_KEY,
headers: {
"X-Custom-Header": "value"
}
}
});
const agent = new Agent({
id: "dynamic-agent",
name: "Dynamic Agent",
model: ({ requestContext }) => {
const useAdvanced = requestContext.task === "complex";
return useAdvanced
? "nebius/zai-org/GLM-5"
: "nebius/BAAI/bge-en-icl";
}
});