Best Local Models by Context Window (October 2026)
Local LLMs ranked by maximum context length: 32K, 128K, 256K, and 1M+ tiers, with the model that fits each tier and the VRAM each one needs.
Tag
#llama-4
Open-Weight LLM Showdown Week 6: MiMo-V2-Flash Brings 309B Parameters to Consumer GPUs
MiMo-V2-Flash runs 309B parameters on RTX 4090s. GLM-5 sets benchmarks but needs datacenters. Llama 4 Scout stays out of reach.
Open-Weight LLM Showdown: RTX 5090 Finally Delivers, But You Can't Buy One
Two weeks after our last roundup, the 5090 benchmarks are in and Qwen 3.5 Small models are running on phones. Here's the real performance picture.