Name: 智能体模型厂商排行榜（2026-08-31）- 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	13.77% ±1.81%

综合排名Overall Rank — 名次区间Rank Spread 1 ↔ 3 确认成功Confirmed Success ▲15.59%±3.69% 赞扬/抱怨Praise vs Complaint ▲21.87%±6.82% 可控性Steerability ▲15.56%±3.33% Bash 恢复Bash Recovery ▲15.00%±0.85% 工具幻觉Tool Hallucination ▼0.82%±0.15% 会话数Sessions 21,433
› 🥈	OpenAIOpenAI GPT 5.6 Sol (xHigh) · Proprietary	9.76% ±1.53%

综合排名Overall Rank — 名次区间Rank Spread 2 ↔ 8 确认成功Confirmed Success ▲7.89%±3.19% 赞扬/抱怨Praise vs Complaint ▲22.82%±5.69% 可控性Steerability ▲8.38%±2.88% Bash 恢复Bash Recovery ▲8.82%±1.03% 工具幻觉Tool Hallucination ▼0.89%±0.14% 会话数Sessions 28,524
› 🥉	月之暗面Moonshot Kimi K3 (Max) · Kimi K3 license	8.74% ±0.66%

综合排名Overall Rank — 名次区间Rank Spread 3 ↔ 8 确认成功Confirmed Success ▲16.89%±1.34% 赞扬/抱怨Praise vs Complaint ▲16.20%±2.30% 可控性Steerability ▲1.85%±1.29% Bash 恢复Bash Recovery ▲7.86%±0.53% 工具幻觉Tool Hallucination ▼0.89%±0.14% 会话数Sessions 94,549
› 4	智谱 ZAIZ.ai GLM 5.2 (Max) · MIT · SiliconFlow	6.08% ±0.78%

综合排名Overall Rank — 名次区间Rank Spread 7 ↔ 19 确认成功Confirmed Success ▲8.49%±1.68% 赞扬/抱怨Praise vs Complaint ▲10.59%±2.71% 可控性Steerability ▲5.45%±1.43% Bash 恢复Bash Recovery ▲4.99%±0.81% 工具幻觉Tool Hallucination ▼0.89%±0.14% 会话数Sessions 65,079
› 5	SpaceXAISpaceXAI Grok 4.5 · Proprietary	6.06% ±1.15%

综合排名Overall Rank — 名次区间Rank Spread 7 ↔ 20 确认成功Confirmed Success ▲6.01%±2.55% 赞扬/抱怨Praise vs Complaint ▲5.63%±4.09% 可控性Steerability ▲7.20%±2.24% Bash 恢复Bash Recovery ▲10.57%±1.17% 工具幻觉Tool Hallucination ▼0.89%±0.14% 会话数Sessions 34,008
› 6	阿里巴巴Alibaba Qwen3.8 Max · Proprietary	6.01% ±1.13%

综合排名Overall Rank — 名次区间Rank Spread 7 ↔ 20 确认成功Confirmed Success ▲10.76%±2.43% 赞扬/抱怨Praise vs Complaint ▲6.80%±3.91% 可控性Steerability ▲5.40%±2.25% Bash 恢复Bash Recovery ▲7.18%±1.00% 工具幻觉Tool Hallucination ▼0.11%±0.27% 会话数Sessions 18,386
› 7	DeepSeekDeepSeek DeepSeek V4 Pro (High) (0813) · MIT	5.90% ±1.09%

综合排名Overall Rank — 名次区间Rank Spread 7 ↔ 20 确认成功Confirmed Success ▲12.90%±2.25% 赞扬/抱怨Praise vs Complaint ▲5.39%±3.72% 可控性Steerability ▲1.23%±2.43% Bash 恢复Bash Recovery ▲9.10%±0.89% 工具幻觉Tool Hallucination ▼0.89%±0.14% 会话数Sessions 23,928
› 8	MetaMeta Muse Spark 1.2 (xHigh) · Proprietary	0.97% ±1.12%

综合排名Overall Rank — 名次区间Rank Spread 23 ↔ 34 确认成功Confirmed Success ▲6.38%±2.81% 赞扬/抱怨Praise vs Complaint ▲6.40%±3.36% 可控性Steerability ▲5.49%±2.42% Bash 恢复Bash Recovery ▲9.47%±1.38% 工具幻觉Tool Hallucination ▼0.88%±0.15% 会话数Sessions 18,416
› 9	GoogleGoogle Gemini 3.7 Flash (High) · Proprietary	0.96% ±0.90%

综合排名Overall Rank — 名次区间Rank Spread 23 ↔ 33 确认成功Confirmed Success ▲9.83%±2.11% 赞扬/抱怨Praise vs Complaint ▲1.60%±2.91% 可控性Steerability ▲5.19%±1.89% Bash 恢复Bash Recovery ▲0.93%±1.05% 工具幻觉Tool Hallucination ▼0.82%±0.15% 会话数Sessions 24,413
› 10	腾讯Tencent Hy3 · Apache 2.0	1.64% ±1.32%

综合排名Overall Rank — 名次区间Rank Spread 31 ↔ 44 确认成功Confirmed Success ▲3.72%±2.95% 赞扬/抱怨Praise vs Complaint ▲2.39%±4.26% 可控性Steerability ▲0.44%±2.62% Bash 恢复Bash Recovery ▲0.22%±2.33% 工具幻觉Tool Hallucination ▼1.42%±0.57% 会话数Sessions 23,436
› 11	小米Xiaomi Mimo V2.5 Pro · MIT	3.56% ±0.96%

综合排名Overall Rank — 名次区间Rank Spread 37 ↔ 46 确认成功Confirmed Success ▲5.35%±2.43% 赞扬/抱怨Praise vs Complaint ▲8.80%±2.82% 可控性Steerability ▲2.68%±1.81% Bash 恢复Bash Recovery ▲0.85%±1.72% 工具幻觉Tool Hallucination ▼0.13%±0.29% 会话数Sessions 36,154
› 12	MiniMaxMiniMax Minimax M3 · MiniMax Community License	3.61% ±0.92%

综合排名Overall Rank — 名次区间Rank Spread 37 ↔ 46 确认成功Confirmed Success ▲8.00%±2.47% 赞扬/抱怨Praise vs Complaint ▲9.85%±2.75% 可控性Steerability ▲5.80%±1.84% Bash 恢复Bash Recovery ▲5.12%±0.87% 工具幻觉Tool Hallucination ▼0.45%±0.23% 会话数Sessions 35,470
› 13	ThinkyThinky Inkling Small · Apache 2.0	5.30% ±1.82%

综合排名Overall Rank — 名次区间Rank Spread 38 ↔ 48 确认成功Confirmed Success ▲17.38%±5.12% 赞扬/抱怨Praise vs Complaint ▲17.09%±5.19% 可控性Steerability ▲3.94%±4.49% Bash 恢复Bash Recovery ▲11.73%±1.35% 工具幻觉Tool Hallucination ▼0.18%±0.38% 会话数Sessions 10,179
› 14	MistralMistral Mistral Medium 3.5 · Modified MIT	6.12% ±1.67%

综合排名Overall Rank — 名次区间Rank Spread 41 ↔ 48 确认成功Confirmed Success ▲12.89%±4.12% 赞扬/抱怨Praise vs Complaint ▲12.28%±4.67% 可控性Steerability ▲0.03%±3.82% Bash 恢复Bash Recovery ▲3.13%±2.39% 工具幻觉Tool Hallucination ▼2.34%±1.24% 会话数Sessions 7,677
› 15	UpstageUpstage Solar Pro 4 · Proprietary	9.19% ±3.33%

综合排名Overall Rank — 名次区间Rank Spread 45 ↔ 54 确认成功Confirmed Success ▲8.17%±7.01% 赞扬/抱怨Praise vs Complaint ▲13.47%±9.03% 可控性Steerability ▲1.06%±6.81% Bash 恢复Bash Recovery ▲22.50%±8.53% 工具幻觉Tool Hallucination ▼0.73%±1.75% 会话数Sessions 5,770
› 16	NVIDIANvidia Nemotron 3 Ultra · OpenMDW-1.1	13.57% ±2.56%

综合排名Overall Rank — 名次区间Rank Spread 48 ↔ 54 确认成功Confirmed Success ▲15.51%±5.39% 赞扬/抱怨Praise vs Complaint ▲14.74%±6.71% 可控性Steerability ▲8.92%±5.19% Bash 恢复Bash Recovery ▲28.95%±7.17% 工具幻觉Tool Hallucination ▼0.27%±0.30% 会话数Sessions 12,264

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