#codingmodels

Kimi K3 for coding teams in 2026: benchmarks, real cost and adopt-vs-wait Summary. On July...

Meituan released LongCat-2.0, a 1.6-trillion-parameter open-weight (MIT) model that ran anonymously as 'Owl Alpha' for two months and was, the company says, both trained and served entirely on domestic Chinese AI ASICs with no Nvidia GPUs.

Best LLM for Coding in 2026: 7 Models Ranked by Use Case Most "best LLM for coding"...

OpenAI acquired Astral, maker of uv, Ruff, and ty, the Python tooling millions of developers rely on, to fold them into Codex. The open-source community is uneasy.

Kimi K2.7-Code promises 30% fewer thinking tokens, but enterprises shouldn't reroute traffic until outside tests back it up.

GLM-5.1, MiniMax M2.7, Kimi K2.6, and DeepSeek V4 landed in 18 days, all frontier-competitive on coding benchmarks, all priced at a fraction of Claude Opus 4.7.

Complete developer guide to DeepSeek-V3-0324: architecture, API integration, function calling, benchmarks, and self-hosting on Ollama or vLLM.