Written by Jakub Rusinowski · Last updated June 15, 2026
These are the strongest local models that fit entirely in 24 GB of VRAM, ranked by capability, with the quantization level and estimated tokens/sec needed to fit.
| Qwen 2.5 Family — Qwen 2.5 Coder 32B | Q4_K_M · 19.5 GB · ~49 tok/s on AMD Radeon RX 7900 XTX |
| Qwen 3 — Qwen 3 32B | Q4_K_M · 19.5 GB · ~49 tok/s on AMD Radeon RX 7900 XTX |
| DeepSeek R1 — DeepSeek R1 Distill Qwen 32B | Q4_K_M · 19.5 GB · ~49 tok/s on AMD Radeon RX 7900 XTX |
| Kimi K2.5 / K2.6 — Kimi K2.6 | Q4_K_M · 19 GB · ~51 tok/s on AMD Radeon RX 7900 XTX |
| Qwen 2.5 Family — Qwen 2.5 14B Instruct | Q4_K_M · 9.5 GB · ~101 tok/s on AMD Radeon RX 7900 XTX |
| Kimi K2.5 / K2.6 — Kimi K2.5 | Q4_K_M · 19 GB · ~51 tok/s on AMD Radeon RX 7900 XTX |
| Qwen 3.5 (Legacy Listing — Unverified) — Qwen 3.5 122B-A10B (MoE) | Q4_K_M · 13.5 GB · ~400 tok/s on AMD Radeon RX 7900 XTX |
| Gemma 4 (Legacy Listing — Unverified) — Gemma 4 27B ⭐ | Q4_K_M · 14 GB · ~69 tok/s on AMD Radeon RX 7900 XTX |
| Qwen 3 — Qwen 3 14B | Q4_K_M · 9.5 GB · ~101 tok/s on AMD Radeon RX 7900 XTX |
| Codestral — Codestral 22B | Q4_K_M · 13 GB · ~74 tok/s on AMD Radeon RX 7900 XTX |
| DeepSeek R1 — DeepSeek R1 Distill Qwen 14B | Q4_K_M · 9.2 GB · ~104 tok/s on AMD Radeon RX 7900 XTX |
| Phi-4 Family — Phi-4 (14B) | Q4_K_M · 9.2 GB · ~104 tok/s on AMD Radeon RX 7900 XTX |
| Gemma 4 — Gemma 4 31B | Q4_K_M · 18 GB · ~53 tok/s on AMD Radeon RX 7900 XTX |
| Qwen 3.5 (Legacy Listing — Unverified) — Qwen 3.5 32B | Q4_K_M · 19.5 GB · ~49 tok/s on AMD Radeon RX 7900 XTX |
| Qwen3-Coder — Qwen3-Coder 80B-A3B (MoE) | Q4_K_M · 7.5 GB · ~400 tok/s on AMD Radeon RX 7900 XTX |
Qwen 2.5 Family, Qwen 3, DeepSeek R1, Kimi K2.5 / K2.6, Qwen 2.5 Family all fit in 24 GB VRAM.
AMD Radeon RX 7900 XTX, Apple M2, Apple M3, NVIDIA GeForce RTX 3090.