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Workflow Planning on WorfBench

80.3F1 ChainMagicAgent-32B
31.31644.03356.7569.467Feb 22, 2026

Evaluation results

MethodLinks
MagicAgent-32BModel Category=MagicAgent Series2026.0280.369.7
MagicAgent-30B-A3BModel Category=MagicAgent Series2026.0279.669.9
GLM-4.7Model Category=Ultra-Scale2026.0267.349.8
Kimi-K2-InstructModel Category=Ultra-Scale2026.0266.949.2
Qwen3-32B-nothinkModel Category=Large-Scale2026.0265.849.2
DeepSeek-V3.1-nothinkModel Category=Ultra-Scale2026.0265.647.1
Qwen3-MAXModel Category=Ultra-Scale2026.0265.447.6
GLM-4.7-FlashModel Category=Large-Scale2026.0264.547.4
Qwen3-235B-A22B-InstructModel Category=Ultra-Scale2026.0263.244.7
Qwen3-30B-A3B-InstructModel Category=Large-Scale2026.0262.444.4
Llama3.3-70B-InstructModel Category=Large-Scale2026.0262.343.8
ERNIE-4.5-21B-A3B-PTModel Category=Large-Scale2026.0261.241.1
GPT-5.2Model Category=Ultra-Scale2026.0260.139.1
Olmo-3.1-32B-InstructModel Category=Large-Scale2026.0233.222.7