---
title: "gpt-5.4-high - Model Details & Comparison"
description: "gpt-5.4-high from Aihubmix: capabilities, context limits, pricing, and side-by-side comparisons with alternative models."
url: "https://www.getmaxim.ai/bifrost/model-library/compare/aihubmix/gpt-5.4-high"
markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/aihubmix/gpt-5.4-high.md"
---

# gpt-5.4-high - Model Details & Comparison

> gpt-5.4-high from Aihubmix: capabilities, context limits, pricing, and side-by-side comparisons with alternative models.

## Important Links

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

## About gpt-5.4-high

gpt-5.4-high is a chat model from Aihubmix, one of 72 chat models they offer. It is priced at $2.50 per 1M input tokens and $15.00 per 1M output tokens, ranking 3041 out of 3648 chat models by cost and cheaper than 16% of models in this category. gpt-5.4-high supports vision, function calling, reasoning, web search, prompt caching, structured output. Its 1,050K-token context window is in the top 3% among chat models.

## Specifications

- **Aihubmix Provider.**
- **Chat Mode.**
- **1,050,000 Max Input Tokens.**
- **128,000 Max Output Tokens.**
- **128,000 Max Tokens.**
- **$2.50 / 1M tokens Input Price.**
- **$15.00 / 1M tokens Output Price.**

## Capabilities

gpt-5.4-high supports: Function Calling, Vision, Reasoning, Web Search, Prompt Caching, Response Schema.

## gpt-5.4-high Pricing Overview

At $2.50 per 1M input tokens and $15.00 per 1M output tokens, gpt-5.4-high ranks 3041 out of 3648 chat models by input cost. It is more expensive compared to the median of $0.57 for chat models, and is cheaper than 16% of models in this category.

gpt-5.4-high is one of 72 Aihubmix chat models, with support for vision, function calling, reasoning, web search, prompt caching, structured output. its 1,050K-token context window places it in the top 3% of chat models.

## Models to Compare

Alternatives to gpt-5.4-high with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| anthropic.claude-sonnet-4-6 | AWS Bedrock | $3.00 | $15.00 |
| global.anthropic.claude-sonnet-4-6 | AWS Bedrock | $3.00 | $15.00 |
| gpt-5.6-terra | Azure | $2.20 | $13.20 |
| claude-3-7-sonnet-20250219 | Anthropic | $3.00 | $15.00 |
| claude-4-sonnet-20250514 | Anthropic | $3.00 | $15.00 |

- [Compare anthropic.claude-sonnet-4-6](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/anthropic.claude-sonnet-4-6.md)
- [Compare global.anthropic.claude-sonnet-4-6](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/global.anthropic.claude-sonnet-4-6.md)
- [Compare gpt-5.6-terra](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-5.6-terra.md)
- [Compare claude-3-7-sonnet-20250219](https://www.getmaxim.ai/bifrost/model-library/compare/anthropic/claude-3-7-sonnet-20250219.md)
- [Compare claude-4-sonnet-20250514](https://www.getmaxim.ai/bifrost/model-library/compare/anthropic/claude-4-sonnet-20250514.md)

## Related Resources

- [Calculate gpt-5.4-high costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/aihubmix/model/gpt-5.4-high.md)
- [All Aihubmix pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/aihubmix.md)

## FAQ

### Is gpt-5.4-high cheaper than anthropic.claude-sonnet-4-6?

Yes. gpt-5.4-high costs $2.50 per 1M input tokens compared to anthropic.claude-sonnet-4-6's $3.00 per 1M input tokens, making it 20% more affordable. Both are chat models and share support for vision, function calling, reasoning, web search, prompt caching, structured output.

### How does gpt-5.4-high pricing compare to the average chat model?

gpt-5.4-high input pricing is $2.50 per 1M tokens, which is 341% above the median of $0.57 for chat models. It ranks 3041 out of 3648 chat models by input cost, making it cheaper than 16% of models in this category. For output, it costs $15.00 per 1M tokens compared to the median of $1.65.

### What makes gpt-5.4-high different from other Aihubmix models?

Among Aihubmix's 72 chat models, gpt-5.4-high ranks 62 by input cost.

### What are the best alternatives to gpt-5.4-high?

The most comparable chat models to gpt-5.4-high are: anthropic.claude-sonnet-4-6 from AWS Bedrock ($3.00/1M input tokens); global.anthropic.claude-sonnet-4-6 from AWS Bedrock ($3.00/1M input tokens); gpt-5.6-terra from Azure ($2.20/1M input tokens); claude-3-7-sonnet-20250219 from Anthropic ($3.00/1M 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 large is gpt-5.4-high's context window?

gpt-5.4-high supports up to 1,050,000 input tokens, placing it in the top 3% of chat models by context window size (rank 64 of 3577). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories.

### How do I calculate gpt-5.4-high costs?

gpt-5.4-high 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 $2.50 and generating 1M output tokens costs $15.00.

## Related Resources

- [Aihubmix models](https://www.getmaxim.ai/bifrost/model-library/provider/aihubmix.md)
- [Model library](https://www.getmaxim.ai/bifrost/model-library.md)
- [LLM cost calculator](https://www.getmaxim.ai/bifrost/llm-cost-calculator.md)
- [Docs: Bifrost docs](https://docs.getbifrost.ai)
- [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost)
- [Pricing: Bifrost pricing](https://www.getmaxim.ai/pricing)
- [Enterprise: Bifrost enterprise](https://www.getmaxim.ai/enterprise)
- [Book a Demo: Bifrost demo](https://www.getmaxim.ai/book-a-demo)
- [Resources: Bifrost resources](https://www.getmaxim.ai/bifrost/resources.md)

---

*This is a markdown version of [https://www.getmaxim.ai/bifrost/model-library/compare/aihubmix/gpt-5.4-high](https://www.getmaxim.ai/bifrost/model-library/compare/aihubmix/gpt-5.4-high) for AI/LLM consumption.*