--- title: "cogito-671b-v2.1-FP8 - Model Details & Comparison" description: "cogito-671b-v2.1-FP8 from Hugging Face: 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/huggingface/cogito-671b-v2.1-fp8" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/cogito-671b-v2.1-fp8.md" --- # cogito-671b-v2.1-FP8 - Model Details & Comparison > cogito-671b-v2.1-FP8 from Hugging Face: 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 cogito-671b-v2.1-FP8 cogito-671b-v2.1-FP8 is a chat model from Hugging Face, one of 187 chat models they offer. It is priced at $1.25 per 1M input tokens and $1.25 per 1M output tokens, ranking 1944 out of 2669 chat models by cost and cheaper than 27% of models in this category. Its 164K-token context window is in the top 45% among chat models. ## Specifications - **Hugging Face Provider.** - **Chat Mode.** - **163,840 Max Input Tokens.** - **163,840 Max Tokens.** - **$1.25 / 1M tokens Input Price.** - **$1.25 / 1M tokens Output Price.** ## cogito-671b-v2.1-FP8 Pricing Overview At $1.25 per 1M input tokens and $1.25 per 1M output tokens, cogito-671b-v2.1-FP8 ranks 1944 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 27% of models in this category. cogito-671b-v2.1-FP8 is one of 187 Hugging Face chat models, its 164K-token context window places it in the top 45% of chat models. ## Models to Compare Alternatives to cogito-671b-v2.1-FP8 with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | amazon.titan-text-express-v1 | AWS Bedrock | $1.30 | $1.70 | | apac.anthropic.claude-haiku-4-5-20251001-v1:0 | AWS Bedrock | $1.10 | $5.50 | | gpt-5-2025-08-07 | Azure | $1.38 | $11.00 | | gpt-5.1 | Azure | $1.38 | $11.00 | | gpt-5.1-chat | Azure | $1.38 | $11.00 | - [Compare amazon.titan-text-express-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.titan-text-express-v1.md) - [Compare apac.anthropic.claude-haiku-4-5-20251001-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/apac.anthropic.claude-haiku-4-5-20251001-v1-0.md) - [Compare gpt-5-2025-08-07](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5-2025-08-07.md) - [Compare gpt-5.1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5.1.md) - [Compare gpt-5.1-chat](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5.1-chat.md) ## Related Resources - [Calculate cogito-671b-v2.1-FP8 costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/cogito-671b-v2.1-fp8.md) - [Check Hugging Face status](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/provider-status/huggingface.md) - [All Hugging Face pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface.md) ## FAQ ### Is cogito-671b-v2.1-FP8 cheaper than amazon.titan-text-express-v1? Yes. cogito-671b-v2.1-FP8 costs $1.25 per 1M input tokens compared to amazon.titan-text-express-v1's $1.30 per 1M input tokens, making it 4% more affordable. Both are chat models. ### How does cogito-671b-v2.1-FP8 pricing compare to the average chat model? cogito-671b-v2.1-FP8 input pricing is $1.25 per 1M tokens, which is 150% above the median of $0.50 for chat models. It ranks 1944 out of 2669 chat models by input cost, making it cheaper than 27% of models in this category. For output, it costs $1.25 per 1M tokens compared to the median of $1.44. ### What makes cogito-671b-v2.1-FP8 different from other Hugging Face models? Among Hugging Face's 187 chat models, cogito-671b-v2.1-FP8 ranks 176 by input cost. ### What are the best alternatives to cogito-671b-v2.1-FP8? The most comparable chat models to cogito-671b-v2.1-FP8 are: amazon.titan-text-express-v1 from AWS Bedrock ($1.30/1M input tokens); apac.anthropic.claude-haiku-4-5-20251001-v1:0 from AWS Bedrock ($1.10/1M input tokens); gpt-5-2025-08-07 from Azure ($1.38/1M input tokens); gpt-5.1 from Azure ($1.38/1M 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 check if Hugging Face is down? You can monitor Hugging Face service health in real time on the Bifrost Hugging Face Status page. It tracks current component status, active incidents, and historical reliability data pulled from the official status page every 60 seconds. ### How do I calculate cogito-671b-v2.1-FP8 costs? cogito-671b-v2.1-FP8 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 $1.25 and generating 1M output tokens costs $1.25. ## Related Resources - [Hugging Face models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/huggingface.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/huggingface/cogito-671b-v2.1-fp8](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/cogito-671b-v2.1-fp8) for AI/LLM consumption.*