Calculate the cost of using Gemma-4-31B-it-pearl from Hugging Face for your AI applications
Pricing data last updated:
Mode: Chat
Max: 262,144 tokens
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Gemma-4-31B-it-pearl is a chat model from Hugging Face, one of 187 chat models they offer. It is priced at $0.28 per 1M input tokens and $0.86 per 1M output tokens, ranking 958 out of 2661 chat models by cost and cheaper than 64% of models in this category. Gemma-4-31B-it-pearl supports vision, function calling. Its 262K-token context window is in the top 29% among chat models.
Note: Use the interactive calculator above to estimate costs for your specific usage patterns.
Use the maximum token limits shown above to understand the model's capacity. This model can handle up to 262,144 input tokens.
At $0.28 per 1M input tokens and $0.86 per 1M output tokens, Gemma-4-31B-it-pearl ranks 958 out of 2661 chat models by input cost. It is more affordable compared to the median of $0.50 for chat models, and is cheaper than 64% of models in this category.
Gemma-4-31B-it-pearl is one of 187 Hugging Face chat models, with support for vision, function calling. its 262K-token context window places it in the top 29% of chat models.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs Gemma-4-31B-it-pearl |
|---|---|---|---|---|
| amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.30 | $2.50 | +7% |
| apac.amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.33 | $2.75 | +18% |
| eu.amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.33 | $2.75 | +18% |
Similar chat models from other providers
Yes. Gemma-4-31B-it-pearl costs $0.28 per 1M input tokens compared to amazon.nova-2-lite-v1:0's $0.30 per 1M input tokens, making it 7% more affordable. Both are chat models and share support for vision, function calling, reasoning, prompt caching, structured output.
Gemma-4-31B-it-pearl input pricing is $0.28 per 1M tokens, which is 44% below the median of $0.50 for chat models. It ranks 958 out of 2661 chat models by input cost, making it cheaper than 64% of models in this category. For output, it costs $0.86 per 1M tokens compared to the median of $1.44.
Among Hugging Face's 187 chat models, Gemma-4-31B-it-pearl ranks 97 by input cost.
The most comparable chat models to Gemma-4-31B-it-pearl are: amazon.nova-2-lite-v1:0 from AWS Bedrock ($0.30/1M input tokens); apac.amazon.nova-2-lite-v1:0 from AWS Bedrock ($0.33/1M input tokens); eu.amazon.nova-2-lite-v1:0 from AWS Bedrock ($0.33/1M input tokens); us.amazon.nova-2-lite-v1:0 from AWS Bedrock ($0.33/1M 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.
Gemma-4-31B-it-pearl supports up to 262,144 input tokens, placing it in the top 29% of chat models by context window size (rank 721 of 2482). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories.
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.
Gemma-4-31B-it-pearl 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 $0.28 and generating 1M output tokens costs $0.86.