See key specs and per-benchmark scores for each model/mode. Scroll horizontally for all columns. 当前对比 3 个模型的评测数据与核心参数。
Pangu Embedded
Qwen3-8B
General Language Model - 4
Compare benchmark results across thinking modes and tool usage.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
Best Overall
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Best Single
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Thinking Mode (Default)
Pangu Embedded · 1 Modality support
Higher is usually better; “—” means no score.
Complete scores for each model/mode across selected benchmarks.
Feature compare
Licensing, MoE architecture, and multi-modality support.
| Features & specs | PA Pangu Embedded华为 | QW Qwen3-8B阿里巴巴 | GL GLM-4-9B智谱AI |
|---|---|---|---|
Model snapshots | |||
Organization | 华为 | 阿里巴巴 | 智谱AI |
模型全名 | Pangu Embedded | Qwen3-8B | General Language Model - 4 |
模型简介 | Not provided | Not provided | Not provided |
模型类型 | 聊天大模型 | 推理大模型 | 基础大模型 |
模型代号 | pangu-embedded | Qwen3-8B | glm-4-9b |
Release | 2025-06-30 | 2025-04-28 | 2024-06-05 |
MoE | No | No | No |
规格与性能 | |||
Context length | 32K | 128K | 8K |
Parameters | 70 | 80 | 90 |
激活参数量 | 70 | 80 | Not provided |
模型规模 | 7b | 7b | 7b |
模型大小 | 14GB | 16GB | 18GB |
推理速度 | Not provided | ||
推理等级 | Not provided | ||
最大输出 | 32768 | 129024 | Not provided |
Supported modes | No mode data | 常规模式（Non-Thinking Mode）思考模式（Thinking Mode） | No mode data |
开源与许可 | |||
Code Open Source | Not provided | Not provided | Not provided |
Weights Open Source | Not provided | Not provided | Not provided |
Commercial use | 免费商用授权 | 免费商用授权 | 免费商用授权 |
Modality support | |||
Text Input/Output | / | / | Not provided |
Image Input/Output | / | / | Not provided |
Audio Input/Output | / | / | Not provided |
Video Input/Output | / | / | Not provided |
Embedding Input/Output | / | / | Not provided |
API 接口详情 | |||
Text 价格 | Not provided | Input: 0.18 美元/100 万tokensOutput: 2.1 美元/100 万tokens | Not provided |
Image API pricing | Not provided | Not provided | Not provided |
Audio API pricing | Not provided | Not provided | Not provided |
Video API pricing | Not provided | Not provided | Not provided |
Embedding API pricing | Not provided | Not provided | Not provided |
Resources | |||
GitHub | Repo | Repo | Repo |
Hugging Face | Model Page | Model Page | Model Page |
Official Page | Not provided | Not provided | Not provided |
Guides | Not provided | Not provided | Not provided |
Papers | Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition | ||
DataLearnerAI | https://www.datalearner.com/blog/1051751273565225 | 重磅！阿里开源第三代千问大模型：Qwen3系列，最小仅6亿参数规模，最大2350亿参数规模大模型！ | Not provided |
API pricing
Side-by-side input/output token pricing
