Calculate the cost of using GLM-5.3 from Hugging Face for your AI applications
Pricing data last updated:
Mode: Chat
Max: 1,048,576 tokens
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GLM-5.3 is a chat model from Hugging Face, one of 188 chat models they offer. It is priced at $1.40 per 1M input tokens and $4.40 per 1M output tokens, ranking 2616 out of 3653 chat models by cost and cheaper than 28% of models in this category. GLM-5.3 supports function calling, structured output. Its 1,049K-token context window is in the top 13% 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 1,048,576 input tokens.
At $1.40 per 1M input tokens and $4.40 per 1M output tokens, GLM-5.3 ranks 2616 out of 3653 chat models by input cost. It is more expensive compared to the median of $0.60 for chat models, and is cheaper than 28% of models in this category.
GLM-5.3 is one of 188 Hugging Face chat models, with support for function calling, structured output. its 1,049K-token context window places it in the top 13% of chat models.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs GLM-5.3 |
|---|---|---|---|---|
| amazon.nova-2-pro-preview-20251202-v1:0 | AWS Bedrock | $1.25 | $10.00 | -11% |
| apac.amazon.nova-2-pro-preview-20251202-v1:0 | AWS Bedrock | $1.38 | $11.00 | -2% |
| eu.amazon.nova-2-pro-preview-20251202-v1:0 | AWS Bedrock | $1.38 | $11.00 | -2% |
Similar chat models from other providers
No. GLM-5.3 costs $1.40 per 1M input tokens while amazon.nova-2-pro-preview-20251202-v1:0 costs $1.25 per 1M input tokens, making amazon.nova-2-pro-preview-20251202-v1:0 11% more affordable for input. However, GLM-5.3 may offer different capabilities or performance characteristics that justify the price difference.
GLM-5.3 input pricing is $1.40 per 1M tokens, which is 133% above the median of $0.60 for chat models. It ranks 2616 out of 3653 chat models by input cost, making it cheaper than 28% of models in this category. For output, it costs $4.40 per 1M tokens compared to the median of $1.70.
Among Hugging Face's 188 chat models, GLM-5.3 ranks 174 by input cost.
The most comparable chat models to GLM-5.3 are: amazon.nova-2-pro-preview-20251202-v1:0 from AWS Bedrock ($1.25/1M input tokens); apac.amazon.nova-2-pro-preview-20251202-v1:0 from AWS Bedrock ($1.38/1M input tokens); eu.amazon.nova-2-pro-preview-20251202-v1:0 from AWS Bedrock ($1.38/1M input tokens); us.amazon.nova-2-pro-preview-20251202-v1:0 from AWS Bedrock ($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.
GLM-5.3 supports up to 1,048,576 input tokens, placing it in the top 13% of chat models by context window size (rank 375 of 3376). 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.
GLM-5.3 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 $1.40 and generating 1M output tokens costs $4.40.