GLM 5.1
GLM 5.1 是一款旨在优化 LLM models 工作流程的顶级人工智能工具。
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Designed as a flagship model for agentic engineering, enabling it to perform complex tasks that require planning, execution, and adaptation over extended periods.
Possesses significantly stronger coding capabilities compared to its predecessor, GLM-5, leading to superior performance in code-related benchmarks.
Capable of breaking down complex problems, running experiments, reading results, identifying blockers, revisiting its reasoning, and revising its strategy through repeated iteration.
Designed to stay effective on agentic tasks over much longer horizons, sustaining optimization over hundreds of rounds and thousands of tool calls, with performance improving over time.
Exhibits better judgment when handling ambiguous problems, maintaining productivity over longer sessions.
GLM-5.1 API services are available for use on the Z.ai API Platform.
Supports local deployment through various open-source frameworks including SGLang (v0.5.10+), vLLM (v0.19.0+), xLLM (v0.8.0+), Transformers (v0.5.3+), and KTransformers (v0.5.3+).
详细定价信息
- State-of-the-art performance on SWE-Bench Pro, indicating strong software engineering capabilities.
- Superior performance in repository generation (NL2Repo) and real-world terminal tasks (Terminal-Bench 2.0) compared to its predecessor, GLM-5.
- Designed for sustained optimization and effectiveness over long agentic tasks, improving results with more iterations.
- Exhibits better judgment and precision in handling ambiguous problems, breaking them down, and identifying blockers.
- Supports local deployment using popular open-source frameworks like SGLang, vLLM, and Transformers.
- No specific cons or limitations are explicitly mentioned in the provided official documentation.
What is GLM 5.1?
What are the key improvements of GLM 5.1 over GLM-5?
Can GLM 5.1 be deployed locally?
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Grok 4.6
Grok 4.6 is SpaceXAI's most capable reasoning LLM model, offering multimodal AI for developers and businesses.
GPT‑5.6
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Inkling
Inkling is a general-purpose multimodal LLM that accepts text, image, and audio inputs to generate text outputs.
Muse Glimmer
Muse Glimmer is a state-of-the-art LLM (Claude Fable 5 and Mythos 5) by Anthropic, designed for complex tasks, software engineering, and scientific research.
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