---
title: "GLM-4.6V-Flash - Model Details & Comparison"
description: "GLM-4.6V-Flash 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/glm-4.6v-flash"
markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/glm-4.6v-flash.md"
---

# GLM-4.6V-Flash - Model Details & Comparison

> GLM-4.6V-Flash 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 GLM-4.6V-Flash

GLM-4.6V-Flash is a chat model from Hugging Face, one of 187 chat models they offer. It is priced at $0.30 per 1M input tokens and $0.90 per 1M output tokens, ranking 1088 out of 2669 chat models by cost and cheaper than 59% of models in this category. GLM-4.6V-Flash supports vision, function calling. It accepts up to 131K input tokens.

## Specifications

- **Hugging Face Provider.**
- **Chat Mode.**
- **131,072 Max Input Tokens.**
- **131,072 Max Tokens.**
- **$0.30 / 1M tokens Input Price.**
- **$0.90 / 1M tokens Output Price.**

## Capabilities

GLM-4.6V-Flash supports: Function Calling, Vision, Tool Choice.

## GLM-4.6V-Flash Pricing Overview

At $0.30 per 1M input tokens and $0.90 per 1M output tokens, GLM-4.6V-Flash ranks 1088 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 59% of models in this category.

GLM-4.6V-Flash is one of 187 Hugging Face chat models, with support for vision, function calling.

## Models to Compare

Alternatives to GLM-4.6V-Flash with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.30 | $2.50 |
| apac.amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.33 | $2.75 |
| eu.amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.33 | $2.75 |
| us.amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.33 | $2.75 |
| anthropic.claude-3-haiku-20240307-v1:0 | AWS Bedrock | $0.25 | $1.25 |

- [Compare amazon.nova-2-lite-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.nova-2-lite-v1-0.md)
- [Compare apac.amazon.nova-2-lite-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/apac.amazon.nova-2-lite-v1-0.md)
- [Compare eu.amazon.nova-2-lite-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/eu.amazon.nova-2-lite-v1-0.md)
- [Compare us.amazon.nova-2-lite-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/us.amazon.nova-2-lite-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)

## Related Resources

- [Calculate GLM-4.6V-Flash costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/huggingface/model/glm-4.6v-flash.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 GLM-4.6V-Flash cheaper than amazon.nova-2-lite-v1:0?

No. GLM-4.6V-Flash costs $0.30 per 1M input tokens while amazon.nova-2-lite-v1:0 costs $0.30 per 1M input tokens, making amazon.nova-2-lite-v1:0 0% more affordable for input. However, GLM-4.6V-Flash may offer different capabilities or performance characteristics that justify the price difference.

### How does GLM-4.6V-Flash pricing compare to the average chat model?

GLM-4.6V-Flash input pricing is $0.30 per 1M tokens, which is 40% below the median of $0.50 for chat models. It ranks 1088 out of 2669 chat models by input cost, making it cheaper than 59% of models in this category. For output, it costs $0.90 per 1M tokens compared to the median of $1.44.

### What makes GLM-4.6V-Flash different from other Hugging Face models?

Among Hugging Face's 187 chat models, GLM-4.6V-Flash ranks 108 by input cost.

### What are the best alternatives to GLM-4.6V-Flash?

The most comparable chat models to GLM-4.6V-Flash 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.

### 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 GLM-4.6V-Flash costs?

GLM-4.6V-Flash 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 $0.30 and generating 1M output tokens costs $0.90.

## 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/glm-4.6v-flash](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/huggingface/glm-4.6v-flash) for AI/LLM consumption.*