--- title: "gemma-4-31B-it Cost Calculator - Hugging Face" description: "Calculate the cost of using gemma-4-31B-it from Hugging Face. Input costs $0.14 and output $0.40 per 1M tokens." url: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/gemma-4-31b-it" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/gemma-4-31b-it.md" --- # gemma-4-31B-it Cost Calculator - Hugging Face > Calculate the cost of using gemma-4-31B-it from Hugging Face. Input costs $0.14 and output $0.40 per 1M tokens. ## 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 gemma-4-31B-it gemma-4-31B-it is a chat model from Hugging Face, one of 205 chat models they offer. It is priced at $0.14 per 1M input tokens and $0.40 per 1M output tokens, ranking 595 out of 3254 chat models by cost and cheaper than 82% of models in this category. gemma-4-31B-it supports vision, function calling. Its 262K-token context window is in the top 37% among chat models. ## Pricing Published Hugging Face pricing for gemma-4-31B-it. - **$0.14 / 1M tokens Input.** - **$0.40 / 1M tokens Output.** ## Technical Specifications - **Chat Mode.** - **262,144 Max Input Tokens.** - **262,144 Max Tokens.** ## Model Capabilities gemma-4-31B-it supports: Function Calling, Vision, Tool Choice. ## How Pricing Compares At $0.14 per 1M input tokens and $0.40 per 1M output tokens, gemma-4-31B-it ranks 595 out of 3254 chat models by input cost. It is more affordable compared to the median of $0.52 for chat models, and is cheaper than 82% of models in this category. gemma-4-31B-it is one of 205 Hugging Face chat models, with support for vision, function calling. its 262K-token context window places it in the top 37% of chat models. | Model | Provider | Input $/1M | Output $/1M | vs gemma-4-31B-it | | --- | --- | --- | --- | --- | | gpt-4o-mini-2024-07-18 | Azure | $0.17 | $0.66 | +18% | | gpt-4o-mini | Azure | $0.15 | $0.60 | +7% | | qwen3-vl-32b-instruct | Dashscope | $0.16 | $0.64 | +14% | | qwen3-vl-32b-thinking | Dashscope | $0.16 | $2.87 | +14% | | qwen3-vl-32b-instruct | Qwencloud | $0.16 | $0.64 | +14% | ## More from Hugging Face - [DeepSeek-V4-Flash ($0.14/1M input)](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/deepseek-v4-flash.md) - [Hy3 ($0.14/1M input)](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/hy3.md) - [Qwen3.5-35B-A3B ($0.14/1M input)](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/qwen3.5-35b-a3b.md) - [DeepSeek-V4-Flash-0731 ($0.14/1M input)](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/deepseek-v4-flash-0731.md) ## Related Resources - [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 gemma-4-31B-it cheaper than gpt-4o-mini-2024-07-18? Yes. gemma-4-31B-it costs $0.14 per 1M input tokens compared to gpt-4o-mini-2024-07-18's $0.17 per 1M input tokens, making it 18% more affordable. Both are chat models and share support for vision, function calling, prompt caching, structured output. ### How does gemma-4-31B-it pricing compare to the average chat model? gemma-4-31B-it input pricing is $0.14 per 1M tokens, which is 73% below the median of $0.52 for chat models. It ranks 595 out of 3254 chat models by input cost, making it cheaper than 82% of models in this category. For output, it costs $0.40 per 1M tokens compared to the median of $1.50. ### What makes gemma-4-31B-it different from other Hugging Face models? Among Hugging Face's 205 chat models, gemma-4-31B-it ranks 58 by input cost. ### What are the best alternatives to gemma-4-31B-it? The most comparable chat models to gemma-4-31B-it are: gpt-4o-mini-2024-07-18 from Azure ($0.17/1M input tokens); gpt-4o-mini from Azure ($0.15/1M input tokens); qwen3-vl-32b-instruct from Dashscope ($0.16/1M input tokens); qwen3-vl-32b-thinking from Dashscope ($0.16/1M 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 gemma-4-31B-it costs? gemma-4-31B-it 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 $0.14 and generating 1M output tokens costs $0.40. ## Related Resources - [All Hugging Face pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface.md) - [LLM cost calculator](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator.md) - [Model library](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library.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/llm-cost-calculator/provider/huggingface/model/gemma-4-31b-it](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/gemma-4-31b-it) for AI/LLM consumption.*