AI Model Comparisons

4 Min Read

onSeptember 26, 2025

Why the Shift from Benchmark Scores to Real-World Usability is Redefining AI Model Comparisons in 2025

What if everything you think you know about choosing the best AI is already outdated? In 2025, industry insiders are abandoning the numbers…

5 Min Read

Artur Markus

onSeptember 24, 2025

Why the Shift from Benchmark Scores to Real-World Usability is Reshaping AI Model Comparisons in 2025

You’re comparing endless AI benchmarks… but what if your “best” model choice is sabotaging your rollout? Here’s what the insiders…

4 Min Read

Artur Markus

onSeptember 14, 2025

Why the Shift from Benchmark Scores to Real-World Usability is Reshaping AI Model Comparisons in 2025

Are you still letting AI leaderboard scores dictate your tech stack? You might be backing the wrong horse as the true determinants of…

4 Min Read

Artur Markus

onAugust 15, 2025

Why Anthropic’s Claude API Revocation From OpenAI Just Exposed the Broken Economics of Cross-Model Benchmarking

The AI industry just built a wall around fair comparisons, and your enterprise is about to pay for it in ways you haven’t imagined yet.

5 Min Read

Artur Markus

onAugust 10, 2025

Why 75% AI Budget Growth in 2025 Is Hiding Enterprise’s Biggest Productivity Lie

Your CIO just signed off on a 75% AI budget increase while your best developers are secretly working 19% slower—and everyone’s…

4 Min Read

Artur Markus

onAugust 4, 2025

Why China’s 1,509 AI Models Just Made Every Western Enterprise Infrastructure Strategy Obsolete

That $5M GPU cluster you just approved? It’s designed for a world that no longer exists. China deployed 1,509 AI models while we argued…

1 Min Read

Artur Markus

onAugust 4, 2025

Why OpenAI’s O3 vs. DeepSeek-R1 Performance Parity Proves Enterprise AI Procurement Is About to Break

Your CTO just approved a $2M annual OpenAI contract while a competitor deployed equivalent performance for $20K—and the board is about to ask why.

6 Min Read

Artur Markus

onJuly 31, 2025

Why DeepSeek R1’s 30x Cost Efficiency Is Exposing The Hidden Economics Behind Enterprise AI Model Selection

Your CFO just discovered you’re paying $30 for AI operations that could cost $1, and the procurement meeting tomorrow will determine…

4 Min Read

Artur Markus

onJuly 29, 2025

Why DeepSeek R1’s 93.3% AIME Score Just Broke Enterprise AI Model Selection Forever

Your AI vendor just watched their pricing power evaporate while a Chinese startup rewrote the rules of model economics overnight.

2 Min Read

Artur Markus

onJuly 24, 2025

Why SWE-Bench Scores Are the New Market Cap Metric – The Infrastructure Reality Behind AI Model Rankings

The AI model that crushed every reasoning benchmark just failed to merge a simple pull request. Welcome to the $50 billion gap between lab…

AI Model Comparisons

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