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Mathematics Reasoning on AIME 2025 (Accuracy and Mean Output Tokens)

78.3AccuracyApriel-Reasoner (Ours)
56.4662.1367.873.47Apr 2, 2026

Evaluation results

MethodLinks
Apriel-Reasoner (Ours)Size=15B2026.0478.311,300
Nemotron-CascadeSize=14B2026.047619,000
Apriel-BaseSize=15B2026.0473.316,600
Apriel-Base + RLVR w/ LPSize=15B, Length Penalty (LP)=true2026.0471.711,100
Qwen3Size=14B2026.046816,900
Phi-4-reasoningSize=14B2026.0457.312,500