Tagged with

2 articles found

Devstral Small Is Eating GLM 4.7 Flash’s Lunch, And the Benchmarks Never Saw It Coming

Why token efficiency trumps raw speed in local agentic coding, and how Devstral Small proves our performance metrics are fundamentally broken.

#agentic-coding#devstral#GLM-4.7-Flash...

api-pricing

The API Pricing Lie: Why Your ‘Cheap’ AI Model Is Actually Expensive

Comparative analysis reveals that token efficiency, not per-token pricing, determines real-world AI service costs, exposing misleading cost assumptions.

#api-pricing#cost-optimization#token-efficiency