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ResearchFormerly WizWand

Mathematical Reasoning on AIME’25, AIME’24, AMC’23, and MATH500 (test)

92.3Acc@4Qwen-3-30B-Thinking
11.38832.39453.474.406Jan 20, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Qwen-3-30B-ThinkingParams=30B, Role=Teacher performance2026.0192.3
Qwen-3-235B-ThinkingParams=235B, Role=Teacher performance2026.0191.2
Deepseek-R1Params=671B, Role=Teacher performance2026.0191.1
GPT-OSS-120BParams=120B, Role=Teacher performance2026.0188.3
Qwen-3-4B-ThinkingParams=4B, Role=Teacher performance2026.0187.3
QwQ-32BParams=32B, Role=Teacher performance2026.0185.2
GPT-OSS-20BParams=20B, Role=Teacher performance2026.0183.4
Qwen-3-8BParams=8B, Role=Teacher performance2026.0182.5
Nemotron-SuperParams=49B, Role=Teacher performance2026.0182.3
Qwen-3-14BTeacher Model=QwQ-32B, Teacher Params=32B, Post-training distillation=true2026.0177.4
Qwen-3-14BTeacher Model=Qwen-3-30B-Thinking, Teacher Params=30B, Post-training distillation=true2026.0177.2
Qwen-3-14BTeacher Model=Deepseek-R1, Teacher Params=671B, Post-training distillation=true2026.0177.1
Qwen-3-14BTeacher Model=Qwen-3-4B-Thinking, Teacher Params=4B, Post-training distillation=true2026.0176.8
Qwen-3-14BTeacher Model=Qwen-3-8B, Teacher Params=8B, Post-training distillation=true2026.0174.6
Phi-4-Reasoning-PlusParams=14B, Role=Teacher performance2026.0172.7
Qwen-3-14BTeacher Model=Nemotron-Super, Teacher Params=49B, Post-training distillation=true2026.0172.2
Qwen-3-14BTeacher Model=Qwen-3-235B-Thinking, Teacher Params=235B, Post-training distillation=true2026.0171.8
Magistral-SmallParams=24B, Role=Teacher performance2026.0171
Qwen-3-14BTeacher Model=GPT-OSS-20B, Teacher Params=20B, Post-training distillation=true2026.0169.5
Qwen-3-14BTeacher Model=Magistral-Small, Teacher Params=24B, Post-training distillation=true2026.0168.8
Qwen-3-14BTeacher Model=GPT-OSS-120B, Teacher Params=120B, Post-training distillation=true2026.0166.7
Qwen-3-4BTeacher Model=Qwen-3-4B-Thinking, Teacher Params=4B, Post-training distillation=true2026.0161.9
Qwen-3-4BTeacher Model=QwQ-32B, Teacher Params=32B, Post-training distillation=true2026.0161.2
Qwen-3-4BTeacher Model=Qwen-3-8B, Teacher Params=8B, Post-training distillation=true2026.0161.2
Qwen-3-4BTeacher Model=Qwen-3-30B-Thinking, Teacher Params=30B, Post-training distillation=true2026.0158.8
Qwen-3-4BTeacher Model=Nemotron-Super, Teacher Params=49B, Post-training distillation=true2026.0156.4
Qwen-3-4BTeacher Model=Deepseek-R1, Teacher Params=671B, Post-training distillation=true2026.0155.8
Qwen-3-14BTeacher Model=Phi-4-Reasoning-Plus, Teacher Params=14B, Post-training distillation=true2026.0154.1
Qwen-3-4BTeacher Model=Qwen-3-235B-Thinking, Teacher Params=235B, Post-training distillation=true2026.0153.4
Qwen-3-4BTeacher Model=Magistral-Small, Teacher Params=24B, Post-training distillation=true2026.0152.2
Qwen-2.5-7BTeacher Model=QwQ-32B, Teacher Params=32B, Post-training distillation=true2026.0152
Qwen-2.5-7BTeacher Model=Qwen-3-8B, Teacher Params=8B, Post-training distillation=true2026.0152
Qwen-2.5-7BTeacher Model=Qwen-3-4B-Thinking, Teacher Params=4B, Post-training distillation=true2026.0151.8
Qwen-2.5-7BTeacher Model=Qwen-3-30B-Thinking, Teacher Params=30B, Post-training distillation=true2026.0150
Qwen-3-4BTeacher Model=GPT-OSS-20B, Teacher Params=20B, Post-training distillation=true2026.0148.4
Qwen-2.5-7BTeacher Model=Nemotron-Super, Teacher Params=49B, Post-training distillation=true2026.0148.3
Qwen-3-4BTeacher Model=GPT-OSS-120B, Teacher Params=120B, Post-training distillation=true2026.0147.9
Qwen-2.5-7BTeacher Model=Magistral-Small, Teacher Params=24B, Post-training distillation=true2026.0147.6
Qwen-2.5-7BTeacher Model=Deepseek-R1, Teacher Params=671B, Post-training distillation=true2026.0147.3
Qwen-2.5-7BTeacher Model=Qwen-3-235B-Thinking, Teacher Params=235B, Post-training distillation=true2026.0145
Qwen-2.5-7BTeacher Model=GPT-OSS-20B, Teacher Params=20B, Post-training distillation=true2026.0142.7
Qwen-2.5-7BTeacher Model=GPT-OSS-120B, Teacher Params=120B, Post-training distillation=true2026.0140.7
Qwen-3-4BTeacher Model=Phi-4-Reasoning-Plus, Teacher Params=14B, Post-training distillation=true2026.0140.2
Qwen-2.5-7BTeacher Model=Phi-4-Reasoning-Plus, Teacher Params=14B, Post-training distillation=true2026.0135.2
Qwen-2.5-3BTeacher Model=Qwen-3-8B, Teacher Params=8B, Post-training distillation=true2026.0134.2
Qwen-2.5-3BTeacher Model=Qwen-3-4B-Thinking, Teacher Params=4B, Post-training distillation=true2026.0133.3
Qwen-2.5-3BTeacher Model=Nemotron-Super, Teacher Params=49B, Post-training distillation=true2026.0133
Qwen-2.5-3BTeacher Model=QwQ-32B, Teacher Params=32B, Post-training distillation=true2026.0133
Qwen-2.5-3BTeacher Model=Qwen-3-30B-Thinking, Teacher Params=30B, Post-training distillation=true2026.0131.2
Qwen-2.5-3BTeacher Model=Magistral-Small, Teacher Params=24B, Post-training distillation=true2026.0130.6
Qwen-2.5-3BTeacher Model=Deepseek-R1, Teacher Params=671B, Post-training distillation=true2026.0129.6
LLaMA-3.1-8BTeacher Model=Qwen-3-4B-Thinking, Teacher Params=4B, Post-training distillation=true2026.0128.2
LLaMA-3.1-8BTeacher Model=Deepseek-R1, Teacher Params=671B, Post-training distillation=true2026.0128.1
LLaMA-3.1-8BTeacher Model=QwQ-32B, Teacher Params=32B, Post-training distillation=true2026.0127.1
LLaMA-3.1-8BTeacher Model=Qwen-3-30B-Thinking, Teacher Params=30B, Post-training distillation=true2026.0126.7
LLaMA-3.1-8BTeacher Model=Qwen-3-8B, Teacher Params=8B, Post-training distillation=true2026.0126.5
Qwen-2.5-3BTeacher Model=Qwen-3-235B-Thinking, Teacher Params=235B, Post-training distillation=true2026.0126.4
Qwen-2.5-3BTeacher Model=GPT-OSS-20B, Teacher Params=20B, Post-training distillation=true2026.0124.4
LLaMA-3.1-8BTeacher Model=Nemotron-Super, Teacher Params=49B, Post-training distillation=true2026.0123.7
Qwen-2.5-3BTeacher Model=GPT-OSS-120B, Teacher Params=120B, Post-training distillation=true2026.0122.9
LLaMA-3.1-8BTeacher Model=Magistral-Small, Teacher Params=24B, Post-training distillation=true2026.0122.8
LLaMA-3.1-8BTeacher Model=Qwen-3-235B-Thinking, Teacher Params=235B, Post-training distillation=true2026.0122
Qwen-2.5-3BTeacher Model=Phi-4-Reasoning-Plus, Teacher Params=14B, Post-training distillation=true2026.0118.2
LLaMA-3.1-8BTeacher Model=GPT-OSS-20B, Teacher Params=20B, Post-training distillation=true2026.0117.9
LLaMA-3.1-8BTeacher Model=GPT-OSS-120B, Teacher Params=120B, Post-training distillation=true2026.0115.2
LLaMA-3.1-8BTeacher Model=Phi-4-Reasoning-Plus, Teacher Params=14B, Post-training distillation=true2026.0114.5