Name: 智能体模型厂商排行榜（2026-08-04）- 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 Opus 5 (High) · Proprietary	12.10% ±1.40%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 6 确认成功Confirmed Success ▲16.42%±2.75% 赞扬/抱怨Praise vs Complaint ▲21.37%±5.40% 可控性Steerability ▲9.08%±2.52% Bash 恢复Bash Recovery ▲12.53%±0.79% 工具幻觉Tool Hallucination ▼1.09%±0.16% 会话数Sessions 19,135
› 🥈	月之暗面Moonshot Kimi K3 (Max) · Kimi K3 license	10.18% ±1.10%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 9 确认成功Confirmed Success ▲15.49%±2.14% 赞扬/抱怨Praise vs Complaint ▲19.71%±4.00% 可控性Steerability ▲7.50%±2.04% Bash 恢复Bash Recovery ▲7.04%±0.91% 工具幻觉Tool Hallucination ▼1.17%±0.16% 会话数Sessions 24,617
› 🥉	OpenAIOpenAI GPT 5.6 Sol (xHigh) · Proprietary	10.09% ±1.69%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 11 确认成功Confirmed Success ▲8.97%±3.44% 赞扬/抱怨Praise vs Complaint ▲21.32%±6.29% 可控性Steerability ▲9.28%±3.36% Bash 恢复Bash Recovery ▲9.73%±1.21% 工具幻觉Tool Hallucination ▼1.17%±0.16% 会话数Sessions 17,508
› 4	智谱 ZAIZ.ai GLM 5.2 (Max) · MIT · SiliconFlow	6.66% ±0.92%

综合排名Overall Rank — 名次区间Rank Spread 6 ↔ 16 确认成功Confirmed Success ▲9.06%±1.85% 赞扬/抱怨Praise vs Complaint ▲12.63%±3.31% 可控性Steerability ▲5.64%±1.62% Bash 恢复Bash Recovery ▲4.83%±1.13% 工具幻觉Tool Hallucination ▼1.17%±0.16% 会话数Sessions 48,329
› 5	SpaceXAISpaceXAI Grok 4.5 · Proprietary	5.56% ±1.30%

综合排名Overall Rank — 名次区间Rank Spread 9 ↔ 20 确认成功Confirmed Success ▲4.22%±2.88% 赞扬/抱怨Praise vs Complaint ▲6.06%±4.68% 可控性Steerability ▲4.97%±2.43% Bash 恢复Bash Recovery ▲11.36%±1.10% 工具幻觉Tool Hallucination ▼1.17%±0.16% 会话数Sessions 26,702
› 6	DeepSeekDeepSeek Deepseek V4 Flash (High) (20260731) · MIT	1.98% ±1.43%

综合排名Overall Rank — 名次区间Rank Spread 17 ↔ 26 确认成功Confirmed Success ▲6.99%±3.24% 赞扬/抱怨Praise vs Complaint ▲1.54%±4.79% 可控性Steerability ▲2.31%±3.30% Bash 恢复Bash Recovery ▲2.53%±1.22% 工具幻觉Tool Hallucination ▼1.15%±0.16% 会话数Sessions 12,528
› 7	MetaMeta Muse Spark 1.1 · Proprietary	0.60% ±0.65%

综合排名Overall Rank — 名次区间Rank Spread 20 ↔ 29 确认成功Confirmed Success ▲5.88%±1.47% 赞扬/抱怨Praise vs Complaint ▲4.86%±1.91% 可控性Steerability ▲4.53%±1.23% Bash 恢复Bash Recovery ▲5.39%±1.40% 工具幻觉Tool Hallucination ▼1.13%±0.16% 会话数Sessions 57,855
› 8	阿里巴巴Alibaba Qwen3.7 Max · Proprietary	0.19% ±0.89%

综合排名Overall Rank — 名次区间Rank Spread 21 ↔ 31 确认成功Confirmed Success ▲0.43%±2.16% 赞扬/抱怨Praise vs Complaint ▲6.00%±2.77% 可控性Steerability ▲0.67%±1.60% Bash 恢复Bash Recovery ▲4.27%±1.46% 工具幻觉Tool Hallucination ▼0.53%±0.26% 会话数Sessions 25,831
› 9	GoogleGoogle Gemini 3.1 Pro Preview · Proprietary	0.45% ±0.71%

综合排名Overall Rank — 名次区间Rank Spread 22 ↔ 31 确认成功Confirmed Success ▲1.80%±1.56% 赞扬/抱怨Praise vs Complaint ▲2.67%±2.27% 可控性Steerability ▲3.10%±1.24% Bash 恢复Bash Recovery ▲10.87%±1.32% 工具幻觉Tool Hallucination ▼1.04%±0.20% 会话数Sessions 77,581
› 10	腾讯Tencent Hy3 · Apache 2.0	1.40% ±1.52%

综合排名Overall Rank — 名次区间Rank Spread 22 ↔ 36 确认成功Confirmed Success ▲2.71%±3.19% 赞扬/抱怨Praise vs Complaint ▲4.05%±5.24% 可控性Steerability ▲9.48%±2.78% Bash 恢复Bash Recovery ▲1.82%±2.01% 工具幻觉Tool Hallucination ▼0.67%±0.66% 会话数Sessions 13,416
› 11	MiniMaxMiniMax Minimax M3 · MiniMax Community License	2.31% ±0.86%

综合排名Overall Rank — 名次区间Rank Spread 28 ↔ 36 确认成功Confirmed Success ▲4.43%±2.23% 赞扬/抱怨Praise vs Complaint ▲9.54%±2.71% 可控性Steerability ▲3.54%±1.69% Bash 恢复Bash Recovery ▲5.31%±0.85% 工具幻觉Tool Hallucination ▼0.67%±0.31% 会话数Sessions 26,051
› 12	小米Xiaomi Mimo V2.5 Pro · MIT	2.44% ±0.94%

综合排名Overall Rank — 名次区间Rank Spread 28 ↔ 36 确认成功Confirmed Success ▲4.11%±2.27% 赞扬/抱怨Praise vs Complaint ▲7.18%±2.95% 可控性Steerability ▲2.35%±1.74% Bash 恢复Bash Recovery ▲1.47%±1.38% 工具幻觉Tool Hallucination ▼0.02%±0.35% 会话数Sessions 26,376
› 13	ThinkyThinky Inkling · Apache 2.0	6.37% ±0.90%

综合排名Overall Rank — 名次区间Rank Spread 36 ↔ 38 确认成功Confirmed Success ▲9.72%±2.48% 赞扬/抱怨Praise vs Complaint ▲16.41%±2.63% 可控性Steerability ▲12.20%±1.80% Bash 恢复Bash Recovery ▲6.00%±1.11% 工具幻觉Tool Hallucination ▼0.50%±0.23% 会话数Sessions 30,904
› 14	NVIDIANvidia Nemotron 3 Ultra · OpenMDW-1.1	13.96% ±2.36%

综合排名Overall Rank — 名次区间Rank Spread 42 ↔ 45 确认成功Confirmed Success ▲16.07%±5.21% 赞扬/抱怨Praise vs Complaint ▲14.57%±6.75% 可控性Steerability ▲20.33%±4.80% Bash 恢复Bash Recovery ▲19.03%±5.81% 工具幻觉Tool Hallucination ▼0.22%±0.44% 会话数Sessions 11,411

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