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The Local Copilot Kit APIOpen data Find my LLM

All rankings

Best local LLM in 2026.

74 curated rankings by use case, hardware, and license — every pick runs on real consumer hardware.

As of August 2026, the sweet spot for most machines is the Qwen 3.5 27B class on 24GB GPUs, and an 8–9B model on 8GB cards. Not sure what fits? Use the LLM VRAM calculator or the full local LLM leaderboard.

By use case

Best local LLM for agents

Best local LLM for coding

Best local LLM for French

Best Ollama models

Best local LLM for RAG

Best local LLM for reasoning

Best local LLM with vision

Best local LLM for writing

NVIDIA GPU

Best local LLM for rtx 2060

Best local LLM for rtx 2070

Best local LLM for rtx 2080

Best local LLM for rtx 2080 ti

Best local LLM for rtx 3050 8

Best local LLM for rtx 3060

Best local LLM for rtx 3060 ti

Best local LLM for rtx 3070

Best local LLM for rtx 3070 ti

Best local LLM for the RTX 3080 (10 GB & 12 GB)

Best local LLM for the RTX 3080 12 GB

Best local LLM for rtx 3080 ti

Best local LLM for rtx 3090

Best local LLM for rtx 3090 ti

Best local LLM for rtx 4060

Best local LLM for rtx 4060 ti

Best local LLM for rtx 4060 ti 16

Best local LLM for rtx 4070

Best local LLM for rtx 4070 super

Best local LLM for rtx 4070 ti

Best local LLM for rtx 4070 ti super

Best local LLM for rtx 4080

Best local LLM for rtx 4080 super

Best local LLM for rtx 4090

Best local LLM for rtx 5050

Best local LLM for rtx 5060

Best local LLM for rtx 5060 ti 16

Best local LLM for rtx 5070

Best local LLM for rtx 5070 ti

Best local LLM for rtx 5080

Best local LLM for rtx 5090

AMD Radeon

Best local LLM for radeon rx 6700 xt

Best local LLM for radeon rx 6800 xt

Best local LLM for radeon rx 7700 xt

Best local LLM for radeon rx 7800 xt

Best local LLM for radeon rx 7900 gre

Best local LLM for radeon rx 7900 xt

Best local LLM for radeon rx 7900 xtx

Best local LLM for radeon rx 9060 xt

Best local LLM for radeon rx 9070

Best local LLM for radeon rx 9070 xt

Apple Silicon

Best local LLM for imac m4

Best local LLM for mac 128gb

Best local LLM for mac 16gb

Best local LLM for mac 24gb

Best local LLM for mac 32gb

Best local LLM for mac 48gb

Best local LLM for mac 64gb

Best local LLM for mac 8gb

Best local LLM for mac 96gb

Best local LLM for mac mini m2

Best local LLM for mac mini m4

Best local LLM for Mac Silicon

Best local LLM for mac studio

Best local LLM for macbook air m1

Best local LLM for macbook air m2

Best local LLM for macbook air m3

Best local LLM for macbook air m4

Best local LLM for macbook pro m1

Best local LLM for macbook pro m2

Best local LLM for macbook pro m3

Best local LLM for macbook pro m4

VRAM budget

Best local LLM for 8GB VRAM

Constraint

Best commercial-friendly local LLM

Best CPU-only LLM

Best European sovereign LLM

More rankings

Best Local LLM for Agents & Tool Use — MCP-Ready 2026

Best Local LLM on AMD Radeon — ROCm 2026 Guide

Best Local LLM for Customer Service Chatbots — SOC 2 Path

Best Local LLM for Coding — Cursor / Copilot Alternatives 2026

Best Local LLM for Python Development — 2026 Tested

Best Local LLM for Rust — Tested on Borrow Checker Edge Cases

Best Local LLM for SQL Generation — Hands-On 2026

Best Local LLM for TypeScript & React Development

Best Local LLM on AMD EPYC — CPU-Only Server Inference

Two RTX 3090s for Local LLM — Real Throughput vs $5k Cost

Best Local Embeddings Models for RAG — Self-Hosted

Best Local LLM for Fiction Writing — Tested on 50 Pages

Best Local LLM on Intel Arc B580/B570 — Battlemage Tested

Best Local LLM on Mac Mini M4 Pro (24 GB Unified)

Best Local LLM on Mac Studio M4 Ultra (256 GB): 2026 Verdict

Best Local LLM on MacBook Air M4 (16 / 24 GB)

Best Local LLM on MacBook Pro M4 Max — Cursor / Copilot Replacement

Best Local LLM for RAG — LangChain & LlamaIndex Tested

Local LLM on Raspberry Pi 5 — Yes, It Works (Just Painful)

Best Local LLM as a Research Assistant — 2026 Picks

Best Local LLM for RTX 3090 in 2026 — Still Worth It?

Best Local LLM for Snapdragon X Copilot+ PCs

Best Local LLM for Structured Data Extraction (JSON Mode)

Best Local LLM for Document Summarization — Long Docs Tested

Best Local LLM for Translation — 50+ Languages Tested

Best uncensored LLM.

Best Local Multimodal LLM — Llama 3.2 Vision, Qwen VL Tested

Best Local LLM for 12 GB VRAM (RTX 3060, 4070, 5070)

Best Local LLM for 24 GB VRAM — RTX 3090, 4090, 5090 Compared

Best Local LLM for Academic Writing & Research