skip to content- 2026-08-01
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DeepSeek V4 Flash 0731: The API Value Frontier
DeepSeek V4 Flash 0731 pairs a 1M context window and MIT weights with a $0.14/$0.28 direct API, but high token use and hallucinations still require evaluation.
- 2026-05-03
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Smart Spend: August 2026 Frontier and Value Stack
August 2026 AI value stack: route defined work to GPT-5.6 Luna, escalate ambiguity to Sol, and evaluate DeepSeek V4 Flash 0731 before higher-cost APIs.
- 2026-02-25
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Now
Current AI tool stack, active experiments, and what I'm watching - last updated 2026-08-01
- 2026-01-30
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Budget AI Models: Current Coding Lanes
Compare DeepSeek V4 Flash 0731, GPT-5.6 Luna, Kimi K2.7 Code, Gemini 3 Flash, MiniMax M3, and Xiaomi MiMo as current low-cost coding lanes.