--- title: "Qwen3-235B-A22B - Model Details & Comparison" description: "Qwen3-235B-A22B 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/qwen3-235b-a22b" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/qwen3-235b-a22b.md" --- # Qwen3-235B-A22B - Model Details & Comparison > Qwen3-235B-A22B 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 Qwen3-235B-A22B Qwen3-235B-A22B is a chat model from Hugging Face, one of 187 chat models they offer. It is priced at $0.20 per 1M input tokens and $0.80 per 1M output tokens, ranking 811 out of 2669 chat models by cost and cheaper than 70% of models in this category. It accepts up to 41K input tokens. ## Specifications - **Hugging Face Provider.** - **Chat Mode.** - **40,960 Max Input Tokens.** - **40,960 Max Tokens.** - **$0.20 / 1M tokens Input Price.** - **$0.80 / 1M tokens Output Price.** ## Qwen3-235B-A22B Pricing Overview At $0.20 per 1M input tokens and $0.80 per 1M output tokens, Qwen3-235B-A22B ranks 811 out of 2669 chat models by input cost. It is more affordable compared to the median of $0.50 for chat models, and is cheaper than 70% of models in this category. ## Models to Compare Alternatives to Qwen3-235B-A22B with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | ai21.jamba-1-5-mini-v1:0 | AWS Bedrock | $0.20 | $0.40 | | anthropic.claude-3-haiku-20240307-v1:0 | AWS Bedrock | $0.25 | $1.25 | | Llama-2-13b-chat-hf | Anyscale | $0.25 | $0.25 | | apac.anthropic.claude-3-haiku-20240307-v1:0 | AWS Bedrock | $0.25 | $1.25 | | gpt-5.4-nano | Azure | $0.20 | $1.25 | - [Compare ai21.jamba-1-5-mini-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/ai21.jamba-1-5-mini-v1-0.md) - [Compare anthropic.claude-3-haiku-20240307-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-3-haiku-20240307-v1-0.md) - [Compare Llama-2-13b-chat-hf](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/anyscale/llama-2-13b-chat-hf.md) - [Compare apac.anthropic.claude-3-haiku-20240307-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/apac.anthropic.claude-3-haiku-20240307-v1-0.md) - [Compare gpt-5.4-nano](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5.4-nano.md) ## Related Resources - [Calculate Qwen3-235B-A22B costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/qwen3-235b-a22b.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 Qwen3-235B-A22B cheaper than ai21.jamba-1-5-mini-v1:0? No. Qwen3-235B-A22B costs $0.20 per 1M input tokens while ai21.jamba-1-5-mini-v1:0 costs $0.20 per 1M input tokens, making ai21.jamba-1-5-mini-v1:0 0% more affordable for input. However, Qwen3-235B-A22B may offer different capabilities or performance characteristics that justify the price difference. ### How does Qwen3-235B-A22B pricing compare to the average chat model? Qwen3-235B-A22B input pricing is $0.20 per 1M tokens, which is 60% below the median of $0.50 for chat models. It ranks 811 out of 2669 chat models by input cost, making it cheaper than 70% of models in this category. For output, it costs $0.80 per 1M tokens compared to the median of $1.44. ### What makes Qwen3-235B-A22B different from other Hugging Face models? Among Hugging Face's 187 chat models, Qwen3-235B-A22B ranks 77 by input cost. ### What are the best alternatives to Qwen3-235B-A22B? The most comparable chat models to Qwen3-235B-A22B are: ai21.jamba-1-5-mini-v1:0 from AWS Bedrock ($0.20/1M input tokens); anthropic.claude-3-haiku-20240307-v1:0 from AWS Bedrock ($0.25/1M input tokens); Llama-2-13b-chat-hf from Anyscale ($0.25/1M input tokens); apac.anthropic.claude-3-haiku-20240307-v1:0 from AWS Bedrock ($0.25/1M 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 Qwen3-235B-A22B costs? Qwen3-235B-A22B 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 $0.20 and generating 1M output tokens costs $0.80. ## 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/qwen3-235b-a22b](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/qwen3-235b-a22b) for AI/LLM consumption.*