List your company
ResearchFormerly WizWand

Scientific Reasoning on HLE (test)

49Pass@1GPT-5.4-xhigh
0.95213.42625.938.374May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GPT-5.4-xhighSize=—, # Reas. Tokens=4821.8, Reasoning Paradigm=Pretrained LLMs + Tools2026.0549
GPT-5.4-xhighSize=—, # Reas. Tokens=8810.3, Reasoning Paradigm=Reasoning LLMs2026.0540.8
DeepSeek-V3.2Size=685B, # Reas. Tokens=3011.5, Reasoning Paradigm=Pretrained LLMs + Tools2026.0539.6
Kimi-K2.5Size=1024B, # Reas. Tokens=6413.1, Reasoning Paradigm=Pretrained LLMs + Tools2026.0534.4
Tongyi-DeepResearchSize=30B, # Reas. Tokens=7431.8, Reasoning Paradigm=Unregulated Deliberation2026.0531.6
SR2AM-v1.0-30BSize=30B, # Reas. Tokens=5517.7, Reasoning Paradigm=Self-Regulated Simulative Reasoning2026.0530.4
MiroThinker-v1.5Size=30B, # Reas. Tokens=11295.2, Reasoning Paradigm=Unregulated Deliberation2026.0530
DeepSeek-V3.2Size=685B, # Reas. Tokens=9306.2, Reasoning Paradigm=Reasoning LLMs2026.0524
GPT-OSS-120B-highSize=120B, # Reas. Tokens=2700.4, Reasoning Paradigm=Pretrained LLMs + Tools2026.0520.4
GLM-4.6Size=357B, # Reas. Tokens=3580.4, Reasoning Paradigm=Pretrained LLMs + Tools2026.0519
ASearcher-Web-QWQ-v2Size=32B, # Reas. Tokens=116752.9, Reasoning Paradigm=Unregulated Deliberation2026.0516.4
WebExplorer-8BSize=8B, # Reas. Tokens=3616.9, Reasoning Paradigm=Unregulated Deliberation2026.0514.8
SR2AM-v0.1-8BSize=8B, # Reas. Tokens=3697.6, Reasoning Paradigm=Self-Regulated Simulative Reasoning2026.0514.2
WebSailor-32BSize=32B, # Reas. Tokens=1055.2, Reasoning Paradigm=Unregulated Deliberation2026.0512.2
Qwen3-235BSize=235B, # Reas. Tokens=6467.4, Reasoning Paradigm=Pretrained LLMs + Tools2026.0512
K2-Think-V2-highSize=73B, # Reas. Tokens=31905.2, Reasoning Paradigm=Reasoning LLMs2026.0511.6
A2FMSize=32B, # Reas. Tokens=23424.8, Reasoning Paradigm=Mode Routing2026.0510.3
Qwen3-30B-A3BSize=30B, # Reas. Tokens=8269.1, Reasoning Paradigm=Reasoning LLMs2026.0510.2
Qwen3-30B-A3BSize=30B, # Reas. Tokens=5410.1, Reasoning Paradigm=Pretrained LLMs + Tools2026.059.8
WebSailor-7BSize=7B, # Reas. Tokens=2211.5, Reasoning Paradigm=Unregulated Deliberation2026.059.4
AFM-Web-7B-RLSize=7B, # Reas. Tokens=2608.6, Reasoning Paradigm=Workflow Distillation2026.057.8
ASearcher-Web-7BSize=7B, # Reas. Tokens=601.4, Reasoning Paradigm=Unregulated Deliberation2026.056.8
SimpleTIR-7BSize=7B, # Reas. Tokens=3551.7, Reasoning Paradigm=Unregulated Deliberation2026.054.6
SimpleTIR-32BSize=32B, # Reas. Tokens=5174.8, Reasoning Paradigm=Unregulated Deliberation2026.053.6
AFM-Code-7B-RLSize=7B, # Reas. Tokens=11205.5, Reasoning Paradigm=Workflow Distillation2026.052.8