June 2026 open models show agent and cost-saving signals
The June 2026 open model list includes several s and several ways to run models more cheaply. The s named are Nex-N2, Ornith-1.0, Agents-A1, Holo3.1, Tmax-27b, MusaCoder-27B, and VibeThinker-3B.
NVIDIA’s NVFP4 is listed for NVIDIA-Nemotron-3-Ultra-550B-A55B, -26B-A4B-it, Qwen3.6-27B, GLM-5.2, MiniMax-M3, and -A17B. AMD’s MXFP4 is listed for Kimi-K2.7-Code, GLM-5.2, -A17B, and MiniMax-M3.
Intel’s AutoRound is listed for -26B-A4B, DeepSeek-V4-Pro, , and . Other items include Gemma-4-QAT, NVIDIA’s Nemotron-Labs-TwoTower-30B-A3B-Base, and DeepSeek’s DeepSpec group: Eagle3, DFlash, and DSpark.
Key points
- The June 2026 list includes s such as Agents-A1, MusaCoder-27B, and VibeThinker-3B.
- NVIDIA’s NVFP4 is tied to several Nemotron, Qwen, GLM, and MiniMax model entries.
- AMD’s MXFP4 is tied to Kimi, GLM, Qwen, and MiniMax model entries.
- Intel’s AutoRound is tied to , DeepSeek-V4-Pro, and Gemma-4 model entries.
- The list suggests possible cost-saving paths, but it does not give real or quality numbers.