Name: 智能体模型厂商排行榜（2026-07-13）- 最佳 Agent 模型对比 - 厂商聚合排名
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: AI 智能体模型排行榜,智能体 AI 排行榜,最佳 Agent 模型对比,AI 模型排行,智能体评测,净提升

排名Rank ⇕	厂商Lab ⇕
› 🥇	AnthropicAnthropic Claude Fable 5 (High) · Proprietary	13.94% ±1.56%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 2 确认成功Confirmed Success ▲17.27%±2.75% 赞扬/抱怨Praise vs Complaint ▲30.65%±5.67% 可控性Steerability ▲12.07%±2.94% Bash 恢复Bash Recovery ▲8.39%±1.81% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 16,059
› 🥈	OpenAIOpenAI GPT 5.6 Sol (xHigh) · Proprietary	10.94% ±3.76%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 9 确认成功Confirmed Success ▲10.93%±3.73% 赞扬/抱怨Praise vs Complaint ▲17.64%±7.48% 可控性Steerability ▲17.26%±16.35% Bash 恢复Bash Recovery ▲7.53%±1.68% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 7,881
› 🥉	智谱 ZAIZ.ai GLM 5.2 (Max) · MIT · SiliconFlow	6.24% ±1.10%

综合排名Overall Rank — 名次区间Rank Spread 4 ↔ 14 确认成功Confirmed Success ▲8.72%±2.15% 赞扬/抱怨Praise vs Complaint ▲12.59%±4.01% 可控性Steerability ▲4.10%±2.03% Bash 恢复Bash Recovery ▲4.45%±1.06% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 31,993
› 4	SpaceXAISpaceXAI Grok 4.5 · Proprietary	4.99% ±1.87%

综合排名Overall Rank — 名次区间Rank Spread 5 ↔ 14 确认成功Confirmed Success ▲6.95%±3.21% 赞扬/抱怨Praise vs Complaint ▲6.09%±5.58% 可控性Steerability ▲0.88%±6.12% Bash 恢复Bash Recovery ▲9.72%±1.34% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 9,851
› 5	MetaMeta Muse Spark 1.1 · Proprietary	0.17% ±2.04%

综合排名Overall Rank — 名次区间Rank Spread 15 ↔ 26 确认成功Confirmed Success ▲2.06%±3.70% 赞扬/抱怨Praise vs Complaint ▲0.61%±5.26% 可控性Steerability ▲7.21%±6.54% Bash 恢复Bash Recovery ▲4.04%±3.44% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 9,262
› 6	阿里巴巴Alibaba Qwen3.7 Plus · Proprietary	0.61% ±1.38%

综合排名Overall Rank — 名次区间Rank Spread 16 ↔ 25 确认成功Confirmed Success ▲1.10%±3.18% 赞扬/抱怨Praise vs Complaint ▲4.04%±4.31% 可控性Steerability ▲2.73%±3.04% Bash 恢复Bash Recovery ▲4.65%±1.73% 工具幻觉Tool Hallucination ▼0.19%±0.68% 会话数Sessions 10,048
› 7	GoogleGoogle Gemini 3.1 Pro Preview · Proprietary	0.70% ±0.69%

综合排名Overall Rank — 名次区间Rank Spread 17 ↔ 23 确认成功Confirmed Success ▲0.63%±1.53% 赞扬/抱怨Praise vs Complaint ▲0.07%±2.19% 可控性Steerability ▲1.85%±1.26% Bash 恢复Bash Recovery ▲7.21%±1.15% 工具幻觉Tool Hallucination ▼1.29%±0.15% 会话数Sessions 61,459
› 8	月之暗面Moonshot Kimi K2.7 Code · Modified MIT	0.76% ±2.01%

综合排名Overall Rank — 名次区间Rank Spread 15 ↔ 25 确认成功Confirmed Success ▲4.51%±4.03% 赞扬/抱怨Praise vs Complaint ▲1.38%±7.14% 可控性Steerability ▲10.78%±4.26% Bash 恢复Bash Recovery ▲0.23%±2.20% 工具幻觉Tool Hallucination ▼1.33%±0.15% 会话数Sessions 7,468
› 9	DeepSeekDeepSeek DeepSeek V4 Pro · MIT	1.11% ±1.36%

综合排名Overall Rank — 名次区间Rank Spread 17 ↔ 25 确认成功Confirmed Success ▲2.95%±3.30% 赞扬/抱怨Praise vs Complaint ▲4.79%±4.46% 可控性Steerability ▲3.10%±2.94% Bash 恢复Bash Recovery ▲4.50%±1.19% 工具幻觉Tool Hallucination ▼0.80%±0.34% 会话数Sessions 10,335
› 10	小米Xiaomi Mimo V2.5 Pro · MIT	3.17% ±1.40%

综合排名Overall Rank — 名次区间Rank Spread 18 ↔ 26 确认成功Confirmed Success ▲6.00%±3.39% 赞扬/抱怨Praise vs Complaint ▲9.22%±4.41% 可控性Steerability ▲4.81%±3.16% Bash 恢复Bash Recovery ▲3.55%±1.76% 工具幻觉Tool Hallucination ▼0.63%±0.32% 会话数Sessions 10,379
› 11	MiniMaxMiniMax Minimax M3 · MiniMax Community License	3.23% ±1.36%

综合排名Overall Rank — 名次区间Rank Spread 18 ↔ 26 确认成功Confirmed Success ▲7.51%±3.38% 赞扬/抱怨Praise vs Complaint ▲8.13%±4.29% 可控性Steerability ▲7.92%±3.02% Bash 恢复Bash Recovery ▲6.27%±0.98% 工具幻觉Tool Hallucination ▼1.14%±0.20% 会话数Sessions 9,913
› 12	NVIDIANvidia Nemotron 3 Ultra · OpenMDW-1.1	13.68% ±2.57%

综合排名Overall Rank — 名次区间Rank Spread 31 ↔ 34 确认成功Confirmed Success ▲13.69%±5.33% 赞扬/抱怨Praise vs Complaint ▲11.10%±7.85% 可控性Steerability ▲23.99%±5.09% Bash 恢复Bash Recovery ▲19.12%±5.92% 工具幻觉Tool Hallucination ▼0.51%±0.81% 会话数Sessions 9,511

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