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xAI vs. OpenAI: Debating Grok 3's Benchmark Truthfulness

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by Giorgi Kostiuk

5 hours ago


This week saw a heated exchange between an OpenAI employee and Elon Musk’s xAI project regarding Grok 3 benchmarks.

The Benchmark Battleground

The core of the dispute lies in Grok 3 benchmarks. xAI claimed its model outperformed others based on AIME 2025, but OpenAI pointed out missing data in these claims.

Importance of 'cons@64' in AI Benchmarks

'cons@64' can significantly inflate a model's scores, underscoring the importance of considering this method in model comparisons. It allows models to achieve their best performance after multiple attempts.

cons@64 can heavily influence model metrics, making it appear more capable.

Decoding Grok 3's Benchmark Data

Initial performance analysis shows Grok 3 falls behind OpenAI’s model on AIME 2025. Despite this, xAI is marketing Grok 3 as the world’s smartest AI.

The Grok 3 benchmark dispute highlights the need for transparency and standards in the AI industry, reminding us of the importance of scrutiny in both AI and crypto.

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