Moonshot AI

Latest AI news, models and releases from Moonshot AI. ['GLM 5.2', 'GLM-5.2', 'Hermes', 'K2', 'K2.6', 'K3', 'K3-mini', 'K3-MoE', 'Kimi', 'Kimi 2.6', 'Kimi-2.6', 'Kimi 3', 'Kimi 3T', 'Kimi Hosted Agent', 'Kimi k1.5', 'Kimi K1.5', 'kimi-k2', 'Kimi K2', 'kimi-k2-0711-preview', 'Kimi K2.5', 'Kimi-K2.5-1T-A32B', 'Kimi K2.6', 'Kimi K2.7', 'Kimi K2.7 Code', 'Kimi K2 Thinking', 'Kimi K3', 'Kimi-K3', 'Kimi K3.5', 'Kimi K4', 'Kimi K5', 'Kimi Linear', 'Kivine', 'Krea 2', 'Krea 2 Turbo', 'Mamba', 'Mamba-2', 'Mamba-3', 'MiniCPM-RobotManip', 'MiniCPM-RobotTrack', 'Minimax']

Self-hosting vs API: how to calculate the real cost of a solved task in the era of open models

The article argues that comparing self-hosting and API based on per-token prices is misleading. It proposes using blended API prices and total cost of ownership for self-hosting, with a break-even volume dependent on utilization. For solved tasks, it introduces a cost-per-task metric incorporating model solve rates and token budgets, highlighting that cheap API often beats self-hosting for the same model due to provider scale.

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Habr — хаб ИИ26.07 · 23:02
Regulation 🇺🇸

Panic Around Chinese AI: Déjà Vu?

The launch of Moonshot AI's Kimi model has reignited debates about US competitiveness and the threat of open Chinese models. TechCrunch experts note that the reaction mirrors previous 'panics' and may be driven by both real risks and protectionism. The question: are they afraid for US leadership or simply protecting the interests of specific companies?

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TechCrunch AI26.07 · 23:02
Fresh news