--- title: "openai.gpt-6-astra - Model Details & Comparison" description: "openai.gpt-6-astra from Bedrock Mantle: 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/bedrock_mantle/openai.gpt-6-astra" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock_mantle/openai.gpt-6-astra.md" --- # openai.gpt-6-astra - Model Details & Comparison > openai.gpt-6-astra from Bedrock Mantle: 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://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 openai.gpt-6-astra openai.gpt-6-astra is a responses model from Bedrock Mantle, one of 17 responses models they offer. It is priced at $11.00 per 1M input tokens and $55.00 per 1M output tokens, ranking 91 out of 115 responses models by cost and cheaper than 20% of models in this category. openai.gpt-6-astra supports vision, function calling, reasoning, prompt caching, structured output. Its 1,050K-token context window is in the top 28% among responses models. ## Specifications - **Bedrock Mantle Provider.** - **Responses Mode.** - **1,050,000 Max Input Tokens.** - **128,000 Max Output Tokens.** - **128,000 Max Tokens.** - **$11.00 / 1M tokens Input Price.** - **$55.00 / 1M tokens Output Price.** ## Capabilities openai.gpt-6-astra supports: Function Calling, Vision, Reasoning, Prompt Caching, Response Schema, Tool Choice. ## openai.gpt-6-astra Pricing Overview At $11.00 per 1M input tokens and $55.00 per 1M output tokens, openai.gpt-6-astra ranks 91 out of 115 responses models by input cost. It is more expensive compared to the median of $2.00 for responses models, and is cheaper than 20% of models in this category. openai.gpt-6-astra is one of 17 Bedrock Mantle responses models, with support for vision, function calling, reasoning, prompt caching, structured output. its 1,050K-token context window places it in the top 28% of responses models. ## Models to Compare Alternatives to openai.gpt-6-astra with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | o3-deep-research | Azure | $10.00 | $40.00 | | gpt-daybreak-red-latest | OpenAI | $12.50 | $75.00 | | o3-deep-research | OpenAI | $10.00 | $40.00 | | o3-deep-research-2025-06-26 | OpenAI | $10.00 | $40.00 | | us.openai.gpt-6-astra | AWS Bedrock | $11.00 | $55.00 | - [Compare o3-deep-research](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/o3-deep-research.md) - [Compare gpt-daybreak-red-latest](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/openai/gpt-daybreak-red-latest.md) - [Compare o3-deep-research](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/openai/o3-deep-research.md) - [Compare o3-deep-research-2025-06-26](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/openai/o3-deep-research-2025-06-26.md) - [Compare us.openai.gpt-6-astra](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/us.openai.gpt-6-astra.md) ## Related Resources - [Calculate openai.gpt-6-astra costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/bedrock_mantle/model/openai.gpt-6-astra.md) - [All Bedrock Mantle pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/bedrock_mantle.md) ## FAQ ### Is openai.gpt-6-astra cheaper than o3-deep-research? No. openai.gpt-6-astra costs $11.00 per 1M input tokens while o3-deep-research costs $10.00 per 1M input tokens, making o3-deep-research 9% more affordable for input. However, openai.gpt-6-astra may offer different capabilities or performance characteristics that justify the price difference. ### How does openai.gpt-6-astra pricing compare to the average responses model? openai.gpt-6-astra input pricing is $11.00 per 1M tokens, which is 450% above the median of $2.00 for responses models. It ranks 91 out of 115 responses models by input cost, making it cheaper than 20% of models in this category. For output, it costs $55.00 per 1M tokens compared to the median of $13.20. ### What makes openai.gpt-6-astra different from other Bedrock Mantle models? Among Bedrock Mantle's 17 responses models, openai.gpt-6-astra ranks 16 by input cost. ### What are the best alternatives to openai.gpt-6-astra? The most comparable responses models to openai.gpt-6-astra are: o3-deep-research from Azure ($10.00/1M input tokens); gpt-daybreak-red-latest from OpenAI ($12.50/1M input tokens); o3-deep-research from OpenAI ($10.00/1M input tokens); o3-deep-research-2025-06-26 from OpenAI ($10.00/1M 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 openai.gpt-6-astra's context window? openai.gpt-6-astra supports up to 1,050,000 input tokens, placing it in the top 28% of responses models by context window size (rank 19 of 89). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories. ### How do I calculate openai.gpt-6-astra costs? openai.gpt-6-astra 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 $11.00 and generating 1M output tokens costs $55.00. ## Related Resources - [Bedrock Mantle models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/bedrock_mantle.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://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://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/bedrock_mantle/openai.gpt-6-astra](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock_mantle/openai.gpt-6-astra) for AI/LLM consumption.*