Switch from Claude Code to Codex, Cursor or your own harness, and Nex-N2.6 still calls only the tools that are actually there. The open-weight 321B multimodal agentic model from Nex-AGI is built on GLM-5.3-Flash for computer use, coding and long-horizon tasks. 📜 Apache 2.0 🤖 https://www.modelscope.ai/models/nex-agi/Nex-N2.6
🛠️ Harness-agnostic tool use: 100% valid tool selection across 956 real-world contexts, matching GPT-6-Sol and up from 80.56% for Nex-N2.5-Pro.
🔁 Far less looping: reasoning repetition drops 90%, from 16.0% to 1.6%, on 698 real failure cases replayed from the exact point where the previous model stalled. Fewer wasted tokens on long runs.
🖥️ Stronger computer use: 83.0 on OSWorld, 5.0 points above its GLM-5.3-Flash base, while holding 84.1 on Terminal-Bench 2.1.
⚡ Ready to run: 256K context via API, or self-host the FP8 weights on SGLang behind an OpenAI-compatible endpoint with low, high or max reasoning effort.