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Tool-Augmented Planning on BFCL v3

84.1Live Success RateMagicAgent-32B
42.81253.53164.2574.969Feb 22, 2026

Evaluation results

MethodLinks
MagicAgent-32BModel Category=MagicAgent Series2026.0284.189.7
MagicAgent-30B-A3BModel Category=MagicAgent Series2026.0283.389.6
Qwen3-MAXModel Category=Ultra-Scale2026.0282.589.1
Kimi-K2-InstructModel Category=Ultra-Scale2026.0282.182.5
GLM-4.7Model Category=Ultra-Scale2026.0280.886.6
Qwen3-235B-A22B-InstructModel Category=Ultra-Scale2026.0280.187.2
Qwen3-32B-nothinkModel Category=Large-Scale2026.0280.186.3
GLM-4.7-FlashModel Category=Large-Scale2026.0277.382.9
GPT-5.2Model Category=Ultra-Scale2026.0276.882.2
Qwen3-30B-A3B-InstructModel Category=Large-Scale2026.0275.885.3
DeepSeek-V3.1-nothinkModel Category=Ultra-Scale2026.0271.167.6
ERNIE-4.5-21B-A3B-PTModel Category=Large-Scale2026.0263.270.6
Llama3.3-70B-InstructModel Category=Large-Scale2026.0262.179.9
Olmo-3.1-32B-InstructModel Category=Large-Scale2026.0244.442.4