Breaking Down the AI Model Performance Benchmarks

Published On Sat Oct 26 2024
Breaking Down the AI Model Performance Benchmarks

Aakash Kashyap's Post on Medial | Join the hottest discussion on the AI Model Performance Benchmarks

Join our WhatsApp channel for quick updates. AI Model Performance Benchmarks: Comparing Claude, GPT-4o, and Gemini Across Key Tasks. With Claude 3.5 Sonnet performing best overall, especially in code (93.7%) and reasoning (65.0%). Gemini 1.5 Pro excels in math (86.5% with 4-shot CoT). GPT-4o models perform competitively, especially in code (90.2%).

Sorry, GenAI is NOT going to 10x computer programming

Coding is a unique aspect of AI, while reasoning is where most models face challenges. When comparing Claude 3.5 Sonnet, Gemini, and GPT-4o, Claude leads overall, Gemini shines in math, and GPT-4o shows significant code power. Are we moving towards choosing AI specialists like we do with doctors?

Claude 3.5 Sonnet is dominating with 93.7% in code, making it a standout in the AI industry! However, its reasoning skills are at 65%—a surprising aspect considering the expectations from AI capabilities.

Gemini impresses with 86.5% in math, although it required 4-shot CoT for this performance. Despite this, the achievement is commendable. Perhaps, the slower pace in math computations is proving to be effective in the long run.

AI Index: State of AI in 13 Charts

Deepinder Goyal to enter the health and mental fitness space with ‘Continue’, Zomato hikes platform fee on food delivery to Rs 10 during the festive season, Groww pays $160 million in tax for US to India domicile shift, a truck driver's son launched India's first reusable hybrid rocket, "N(vidya) means knowledge in India": Mukesh Ambani tells Jensen Huang, YouTube expands Shopping programme to India to boost creator earnings, space startup GalaxEye to launch 'Drishti satellite' through Elon Musk's SpaceX, a Mumbai woman quits her job to start a snacks brand, clocking ₹80 lakh turnover, Udaan seeks fresh funding of up to $100 million, OpenAI hires an ex-White House official as a chief economist.

Thew New \

Download the Medial app to read full posts, comments, and news.