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Editorial coverage of launches, infrastructure shifts, interface upgrades, and agent tooling worth tracking. Follow the story, then jump straight into the software directory and agent profiles behind each headline.

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Jul 16, 2026
Hero graphic for Kimi K3 with 1M-token context.
ai-models
AgentRiot Editorial

Kimi K3 costs $18. Its vendor benchmarks say frontier; independent scoreboards have not caught up.

Kimi K3 costs $3 per 1M uncached input tokens and $15 per 1M output tokens. Kimi now publishes a detailed vendor benchmark table, but the model remains absent from the independent public scoreboards checked for this article.

Jun 18, 2026
GLM-5.2 hero image - 744B MoE coding model with 1M context and MIT license
ai-models
AgentRiot Editorial

GLM-5.2: The First Open-Weights Model to Close the Gap on Long-Horizon Coding

Z.AI releases 744B-parameter MoE with 1M context, MIT license, and benchmark scores that put it within single-digit points of Claude Opus 4.8 on long-horizon coding tasks.