--- title: "glm-5.3-flash-abliterated - Model Details & Comparison" description: "glm-5.3-flash-abliterated from Refuseless: capabilities, context limits, pricing, and side-by-side comparisons with alternative models." url: "https://www.getmaxim.ai/bifrost/model-library/compare/refuseless/glm-5.3-flash-abliterated" markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/refuseless/glm-5.3-flash-abliterated.md" --- # glm-5.3-flash-abliterated - Model Details & Comparison > glm-5.3-flash-abliterated from Refuseless: capabilities, context limits, pricing, and side-by-side comparisons with alternative models. ## Important Links - [View MCP Gateway](https://www.getmaxim.ai/resources/mcp-gateway.md) - [Features](https://www.getmaxim.ai/bifrost/#features) - [Enterprise](https://www.getmaxim.ai/enterprise) - [Pricing](https://www.getmaxim.ai/pricing.md) - [Docs](https://docs.getbifrost.ai) - [GitHub](https://github.com/maximhq/bifrost) - [Book a Demo](https://www.getmaxim.ai/book-a-demo) ## About glm-5.3-flash-abliterated glm-5.3-flash-abliterated is a chat model from Refuseless, one of 5 chat models they offer. It is priced at $0.12 per 1M input tokens and $0.50 per 1M output tokens, ranking 636 out of 4042 chat models by cost and cheaper than 84% of models in this category. glm-5.3-flash-abliterated supports function calling, reasoning, prompt caching, structured output. Its 1,049K-token context window is in the top 15% among chat models. ## Specifications - **Refuseless Provider.** - **Chat Mode.** - **1,048,576 Max Input Tokens.** - **131,072 Max Output Tokens.** - **$0.12 / 1M tokens Input Price.** - **$0.50 / 1M tokens Output Price.** ## Capabilities glm-5.3-flash-abliterated supports: Function Calling, Reasoning, Prompt Caching, Response Schema, Tool Choice. ## glm-5.3-flash-abliterated Pricing Overview At $0.12 per 1M input tokens and $0.50 per 1M output tokens, glm-5.3-flash-abliterated ranks 636 out of 4042 chat models by input cost. It is more affordable compared to the median of $0.60 for chat models, and is cheaper than 84% of models in this category. glm-5.3-flash-abliterated is one of 5 Refuseless chat models, with support for function calling, reasoning, prompt caching, structured output. its 1,049K-token context window places it in the top 15% of chat models. ## Models to Compare Alternatives to glm-5.3-flash-abliterated with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | gpt-6-luna | Azure | $0.10 | $0.50 | | gpt-6-luna-2026-09-22 | Azure | $0.10 | $0.50 | | qwen3.8-flash | Dashscope | $0.15 | $0.47 | | qwen3.8-omni-flash | Dashscope | $0.15 | $0.47 | | qwen3.8-flash | Qwen Ai Platform | $0.15 | $0.47 | - [Compare gpt-6-luna](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-6-luna.md) - [Compare gpt-6-luna-2026-09-22](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-6-luna-2026-09-22.md) ## Related Resources - [Calculate glm-5.3-flash-abliterated costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/refuseless/model/glm-5.3-flash-abliterated.md) - [All Refuseless pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/refuseless.md) ## FAQ ### Is glm-5.3-flash-abliterated cheaper than gpt-6-luna? No. glm-5.3-flash-abliterated costs $0.12 per 1M input tokens while gpt-6-luna costs $0.10 per 1M input tokens, making gpt-6-luna 17% more affordable for input. However, glm-5.3-flash-abliterated may offer different capabilities or performance characteristics that justify the price difference. ### How does glm-5.3-flash-abliterated pricing compare to the average chat model? glm-5.3-flash-abliterated input pricing is $0.12 per 1M tokens, which is 80% below the median of $0.60 for chat models. It ranks 636 out of 4042 chat models by input cost, making it cheaper than 84% of models in this category. For output, it costs $0.50 per 1M tokens compared to the median of $1.80. ### What makes glm-5.3-flash-abliterated different from other Refuseless models? Among Refuseless's 5 chat models, glm-5.3-flash-abliterated ranks 3 by input cost. ### What are the best alternatives to glm-5.3-flash-abliterated? The most comparable chat models to glm-5.3-flash-abliterated are: gpt-6-luna from Azure ($0.10/1M input tokens); gpt-6-luna-2026-09-22 from Azure ($0.10/1M input tokens); qwen3.8-flash from Dashscope ($0.15/1M input tokens); qwen3.8-omni-flash from Dashscope ($0.15/1M 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 large is glm-5.3-flash-abliterated's context window? glm-5.3-flash-abliterated supports up to 1,048,576 input tokens, placing it in the top 15% of chat models by context window size (rank 394 of 4003). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories. ### How do I calculate glm-5.3-flash-abliterated costs? glm-5.3-flash-abliterated 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 $0.12 and generating 1M output tokens costs $0.50. ## Related Resources - [Model library](https://www.getmaxim.ai/bifrost/model-library.md) - [LLM cost calculator](https://www.getmaxim.ai/bifrost/llm-cost-calculator.md) - [Docs: Bifrost docs](https://docs.getbifrost.ai) - [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost) - [Pricing: Bifrost pricing](https://www.getmaxim.ai/pricing.md) - [Enterprise: Bifrost enterprise](https://www.getmaxim.ai/enterprise) - [Book a Demo: Bifrost demo](https://www.getmaxim.ai/book-a-demo) - [Resources: Bifrost resources](https://www.getmaxim.ai/resources.md) --- *This is a markdown version of [https://www.getmaxim.ai/bifrost/model-library/compare/refuseless/glm-5.3-flash-abliterated](https://www.getmaxim.ai/bifrost/model-library/compare/refuseless/glm-5.3-flash-abliterated) for AI/LLM consumption.*