---
title: "llama-3.1-405b-instruct-maas - Model Details & Comparison"
description: "llama-3.1-405b-instruct-maas from Google Vertex AI: capabilities, context limits, pricing, and side-by-side comparisons with alternative models."
url: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/llama-3.1-405b-instruct-maas"
markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/llama-3.1-405b-instruct-maas.md"
---

# llama-3.1-405b-instruct-maas - Model Details & Comparison

> llama-3.1-405b-instruct-maas from Google Vertex AI: capabilities, context limits, pricing, and side-by-side comparisons with alternative models.

## Important Links

- [View MCP Gateway](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources/mcp-gateway.md)
- [Features](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/#features)
- [Enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise)
- [Pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md)
- [Docs](https://docs.getbifrost.ai)
- [GitHub](https://github.com/maximhq/bifrost)
- [Book a Demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo)

## About llama-3.1-405b-instruct-maas

llama-3.1-405b-instruct-maas is a chat model from Vertex AI, one of 112 chat models they offer. It is priced at $5.00 per 1M input tokens and $16.00 per 1M output tokens, ranking 2482 out of 2669 chat models by cost and cheaper than 6% of models in this category. llama-3.1-405b-instruct-maas supports vision. It accepts up to 128K input tokens.

## Specifications

- **Google Vertex AI Provider.**
- **Chat Mode.**
- **128,000 Max Input Tokens.**
- **2,048 Max Output Tokens.**
- **2,048 Max Tokens.**
- **$5.00 / 1M tokens Input Price.**
- **$16.00 / 1M tokens Output Price.**

## Capabilities

llama-3.1-405b-instruct-maas supports: Vision, System Messages, Tool Choice.

## llama-3.1-405b-instruct-maas Pricing Overview

At $5.00 per 1M input tokens and $16.00 per 1M output tokens, llama-3.1-405b-instruct-maas ranks 2482 out of 2669 chat models by input cost. It is more expensive compared to the median of $0.50 for chat models, and is cheaper than 6% of models in this category.

llama-3.1-405b-instruct-maas is one of 112 Vertex AI chat models, with support for vision.

## Models to Compare

Alternatives to llama-3.1-405b-instruct-maas with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| anthropic.claude-opus-4-5-20251101-v1:0 | AWS Bedrock | $5.00 | $25.00 |
| anthropic.claude-opus-4-6-v1 | AWS Bedrock | $5.00 | $25.00 |
| global.anthropic.claude-opus-4-6-v1 | AWS Bedrock | $5.00 | $25.00 |
| us.anthropic.claude-opus-4-6-v1 | AWS Bedrock | $5.50 | $27.50 |
| eu.anthropic.claude-opus-4-6-v1 | AWS Bedrock | $5.50 | $27.50 |

- [Compare anthropic.claude-opus-4-5-20251101-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-opus-4-5-20251101-v1-0.md)
- [Compare anthropic.claude-opus-4-6-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-opus-4-6-v1.md)
- [Compare global.anthropic.claude-opus-4-6-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/global.anthropic.claude-opus-4-6-v1.md)
- [Compare us.anthropic.claude-opus-4-6-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/us.anthropic.claude-opus-4-6-v1.md)
- [Compare eu.anthropic.claude-opus-4-6-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/eu.anthropic.claude-opus-4-6-v1.md)

## Related Resources

- [Calculate llama-3.1-405b-instruct-maas costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/vertex_ai/model/llama-3.1-405b-instruct-maas.md)
- [All Vertex AI pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/vertex_ai.md)

## FAQ

### Is llama-3.1-405b-instruct-maas cheaper than anthropic.claude-opus-4-5-20251101-v1:0?

No. llama-3.1-405b-instruct-maas costs $5.00 per 1M input tokens while anthropic.claude-opus-4-5-20251101-v1:0 costs $5.00 per 1M input tokens, making anthropic.claude-opus-4-5-20251101-v1:0 0% more affordable for input. However, llama-3.1-405b-instruct-maas may offer different capabilities or performance characteristics that justify the price difference.

### How does llama-3.1-405b-instruct-maas pricing compare to the average chat model?

llama-3.1-405b-instruct-maas input pricing is $5.00 per 1M tokens, which is 900% above the median of $0.50 for chat models. It ranks 2482 out of 2669 chat models by input cost, making it cheaper than 6% of models in this category. For output, it costs $16.00 per 1M tokens compared to the median of $1.44.

### What makes llama-3.1-405b-instruct-maas different from other Vertex AI models?

Among Vertex AI's 112 chat models, llama-3.1-405b-instruct-maas ranks 104 by input cost.

### What are the best alternatives to llama-3.1-405b-instruct-maas?

The most comparable chat models to llama-3.1-405b-instruct-maas are: anthropic.claude-opus-4-5-20251101-v1:0 from AWS Bedrock ($5.00/1M input tokens); anthropic.claude-opus-4-6-v1 from AWS Bedrock ($5.00/1M input tokens); global.anthropic.claude-opus-4-6-v1 from AWS Bedrock ($5.00/1M input tokens); us.anthropic.claude-opus-4-6-v1 from AWS Bedrock ($5.50/1M input tokens). These alternatives were selected based on similar capabilities, pricing, and provider diversity. You can compare any of these models in detail using the Bifrost Model Library.

### How do I calculate llama-3.1-405b-instruct-maas costs?

llama-3.1-405b-instruct-maas is priced based on input and output tokens. Use the interactive calculator at the top of this page to estimate costs for your specific workload. Enter your expected input and output tokens volume and the calculator will show the total cost breakdown. For reference, processing 1M input tokens costs $5.00 and generating 1M output tokens costs $16.00.

## Related Resources

- [Google Vertex AI models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/vertex_ai.md)
- [Model library](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library.md)
- [LLM cost calculator](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator.md)
- [Docs: Bifrost docs](https://docs.getbifrost.ai)
- [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost)
- [Pricing: Bifrost pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md)
- [Enterprise: Bifrost enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise)
- [Book a Demo: Bifrost demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo)
- [Resources: Bifrost resources](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources.md)

---

*This is a markdown version of [https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/llama-3.1-405b-instruct-maas](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/llama-3.1-405b-instruct-maas) for AI/LLM consumption.*