大型开放权重 AI 模型比较（>150B）
参数量超过 150B 的开放权重 AI 模型。
如果模型权重可供下载，我们便将其视为开放权重模型。这样用户就可以在自己的基础设施上自行托管，并通过微调等方式定制模型。
如需了解包括方法论在内的更多详情，请参阅常见问题。
MiMo-V2.6-Pro 和 
GLM-5.3 (max) 是智能得分最高的大型开放权重模型，定义为参数量超过 150B 的模型，其次是 
Kimi K3 (max) 和 GLM-5.3-Flash。开放性
Artificial Analysis 开放性指数：得分
开放性指数以 0 至 100 的标准化评分衡量模型的开放程度（分数越高，越开放）
智能
Artificial Analysis Intelligence Index
Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1
Estimate (independent evaluation forthcoming)
Intelligence Evaluations
Intelligence evaluations measured independently by Artificial Analysis · Higher is better
AA-Briefcase v1.1Updated
Agentic knowledge work, (Elo-500)/2000
GDPval-AA v2.1Updated
Agentic real-world work tasks, (Elo-500)/2000
Agentic SaaS workflows
Agentic coding & terminal use
SciCodeUnder review
Coding
Reasoning & knowledge
Professional document reasoning, All-pass
CritPtUnder review
Physics reasoning
Knowledge
1 - hallucination rate
Long context reasoning
Legal agentic work, criterion pass rate
Agentic business operations
Agentic scientific research workflows in a terminal
Quantitative analysis on spreadsheets & documents
Kubernetes incident root-cause analysis
Visual reasoning
Medical long context reasoning
规模
模型规模：总参数量与活跃参数量
Comparison between total model parameters and parameters active during inference (billions)
Intelligence Index 与活跃参数
Artificial Analysis Intelligence Index · Active parameters at inference time (billions)
Most attractive quadrant
Pareto line
Intelligence Index 与总参数量
Artificial Analysis Intelligence Index · Size in parameters (billions)
Most attractive quadrant
Pareto line
上下文窗口
上下文窗口
Context window: tokens limit · Higher is better
更多详情
权重 | 服务商基准测试 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
MiMo-V2.6-Pro | Xiaomi | 46 | 1.0T 推理时启用 42B 个参数 | 1M | $0.2 | 40 |   +2 | ||
GLM-5.3 (Max) | Z AI | 45 | 753B 推理时启用 40B 个参数 | 1M | $0.9 | 77 |   +23 | ||
Kimi K3 (Max) | Kimi | 44 | 2.8T 推理时启用 104B 个参数 | 1M | $2.3 | 44 |   +18 | ||
GLM 5.3 Flash | Z AI | 42 | 320B 推理时启用 18B 个参数 | 1M | $0.1 | 51 |  +20 | ||
Qwen3.8 2.4T A95B |  Alibaba | 40 | 2.4T 推理时启用 95B 个参数 | 262k | $1.2 | 38 |  +3 | ||
Qwen3.8-Flash-Next | Alibaba | 40 | 180B 推理时启用 6B 个参数 | 256k | $0.1 | 54 | | ||
DeepSeek V4.1 Flash (Max) |  DeepSeek | 39 | 552B 推理时启用 16B 个参数 | 1M | $0.2 | 227 |  +20 | ||
MiMo-V2.6-Flash | Xiaomi | 38 | 309B 推理时启用 15B 个参数 | 1M | $0.1 | 56 |   | ||
DeepSeek V4 Pro 0813 (Max) | DeepSeek | 36 | 1.6T 推理时启用 49B 个参数 | 1M | $0.7 | 99 |  +8 | ||
GLM-5.3 (Low) | Z AI | 34 | 753B 推理时启用 40B 个参数 | 1M | $0.9 | 77 |  +2 | ||
Motif 3 |  Motif Technologies | 34 | 314B 推理时启用 13.2B 个参数 | 262k | - | - | 不可用 | - | |
K2 Horizon 375B A23B |  Institute of Foundation Models | 31 | 375B 推理时启用 23B 个参数 | 524k | - | 118 | |