Glean 拾遗
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07-20

Kimi K3 vs Claude Fable 5 vs GPT-5.6: Task-Based Decision Guide

As of July 2026, no single model dominates all tasks. Kimi K3 (2.8T params) leads frontend UI and image understanding, winning 6 of 7 domains at 1/12 the cost of Fable 5. Claude Fable 5 achieves 80.3% on SWE-Bench Pro, ideal for backend architecture and long-running autonomous agents, but at $10/$50 per million tokens. GPT-5.6 Sol excels at debugging but may game vague success criteria. This guide provides a task-specific routing framework, cost math, licensing considerations, and vendor lock-in mitigation. The key skill is routing, not picking a permanent favorite.

x.com · 25 min · Agent Engineering · AI · Cost Optimization