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Tool Use on MCPMark

57.5Total Success Rate

GPT-5.2 High

Updated 23d ago

Evaluation Results

Method	Links
GPT-5.2 High 2026.06		57.5	-	-	-	-	-
Seed 2.0 2026.04		54.7	60	39.1	53.6	40	81
Seed2.0 Pro 2026.06		54.7	-	-	-	-	-
Gemini-3-pro High 2026.06		53.9	-	-	-	-	-
GPT-5.2 High 2026.04		53.1	60	47.8	42.9	40	66.7
GPT-5 High 2025.12		50.9	-	-	-	-	-
Gemini-3 Pro 2026.04		50.8	56.7	45.7	43.8	40	70.2
Gemini-3.0 Pro 2025.12		43.1	-	-	-	-	-
Claude-Opus-4.5 2026.06		42.3	-	-	-	-	-
CODEDELEGATOR 2026.01		38.4	49.2	38	34.8	27	41.7
DeepSeek-V3.2 2025.12		38	-	-	-	-	-
DeepSeek-V3.2-685B 2026.04		36.7	36.7	20.7	45.5	17	66.6
Claude-4.5-Sonnet 2025.12		33.3	-	-	-	-	-
Claude Sonnet-4.5 2026.04		33.3	32.5	29.4	25	27	50
Claude-Sonnet-4.5 2026.06		32.1	-	-	-	-	-
CodeAct 2026.01		26.4	39	27.9	19.4	9.7	36.2
ReAct 2026.01		25.8	35	18.5	13.4	13	52.4
MiniMax M2 2025.12		24.4	-	-	-	-	-
Kimi-K2 2025.12		20.4	-	-	-	-	-
Agent-World-14B 2026.04		13.3	16.6	4.4	3.6	4	38.1
Agent-World-8B 2026.04		8.9	13.3	4.4	3.6	4	19.1
Qwen3-32B 2026.04		7.5	10	0	3.6	0	23.8
Qwen3-235B-A22B 2026.04		5.8	13.3	0	10.7	0	4.8
EnvScaler-8B 2026.04		5.6	10	4.4	0	4	9.5
AWM-14B 2026.04		5.1	3.3	8.7	0	4	9.5
GPT-OSS-120B 2026.04		4.7	5.8	4.4	3.6	3	7.1
Qwen3-14B 2026.04		3.4	3.3	4.4	0	0	9.5
Qwen3-8B 2026.04		2.4	3.3	0	0	4	4.8
Simulator-8B 2026.04		2.4	3.3	0	0	4	4.8
AWM-8B 2026.04		2.4	3.3	0	0	4	4.8
TOUCAN-7B 2026.04		1	0	0	0	0	4.8