Pronoia Emerges as a Leading Arabic AI Model, Outperforming Global Competitors

Built to operate on just one GPU, Pronoia delivers best-in-class output while significantly reducing infrastructure costs. "Arabic has been underserved by AI for too long," says Nour Al Hassan, CEO and Founder of Tarjama. "Pronoia changes that. It's not just smarter — it's faster, more secure, and cost-effective." Built to operate on justone GPU, Pronoia delivers best-in-class output while significantlyreducing infrastructure costs."Arabic has been underserved by AI for too long," says ...
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Built to operate on just one GPU, Pronoia delivers best-in-class output while significantly reducing infrastructure costs. "Arabic has been underserved by AI for too long," says Nour Al Hassan, CEO and Founder of Tarjama. "Pronoia changes that. It's not just smarter — it's faster, more secure, and cost-effective."

Performance That Speaks Volumes

Pronoia registered a 76.8% average performance across Arabic benchmarks, outpacing GPT-4o (58.05%), DeepSeek 70B (53.6%), and Cohere 7B (55.3%).

It also registered an 18.75% performance gap over GPT-4o on average, a 23.2% performance advantage over DeepSeek 70B, and a 21.5% lead over Cohere 7B.

It further achieved exceptional results on specialized benchmarks, scoring 92.4% on MT ARC Easy and 83.4% on MT Openbook QA.

Iyad Ahmad, CTO of Tarjama, explains: "Size doesn't always mean strength. We've proven that thoughtful architecture and precision training can outperform sheer scale."

Enterprise-Ready Solutions

Pronoia enables businesses to streamline operations through high-quality Arabic translations, automated contract review, multilingual customer support, regional content generation, and instant document processing. "We've witnessed firsthand how businesses struggle with Arabic content management," notes Al Hassan. "Pronoia turns day-long processes into minute-long tasks, fundamentally changing how organizations operate in Arabic-speaking markets."

Built for Business

Pronoia Emerges as a Leading Arabic AI Model, Outperforming Global Competitors

Designed with enterprise needs in mind, Pronoia features enterprise-grade encryption, flexible deployment options, custom model training capabilities, and seamless platform integration. Available in both 7B and 14B configurations, Pronoia processes text, audio, and structured data in both Arabic and English, with larger versions in development to meet evolving business demands. "This isn't just a language model—it's a comprehensive business solution built from the ground up with Arabic at its core," says Al Hassan. Pronoia is available immediately to enterprises via API, with on-cloud and on-premises deployment, through Tarjama's secure AI framework.

Looking Ahead: Pronoia V3

Tarjama's team is currently developing Pronoia V3, aiming to raise the benchmark even further with an 80% average across Arabic evaluation datasets and a 94+ COMET score for translation quality, reinforcing its leadership in Arabic AI performance.

About Tarjama

Tarjama is a leading language solutions provider with over 16 years of experience in AI and human translation. Trusted by more than 700 clients globally, Tarjama combines proprietary AI technology with deep linguistic expertise to deliver cutting-edge language solutions tailored to business needs.

Website: Pronoia.tarjama.com

Media Contacts: 
Name: Habiba Waleed 
Email: Habiba.waleed@tarjama.com
Mobile: +971 509232022

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