What is the best local model for coding on the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m?

On the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m, IsValorum/Ornith-1.5-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF ranks first for coding in our benchmarks (84.3/100 at ~126.7 tok/s).

What is the best local model for agentic workflows on the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m?

On the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m, unsloth/Qwen3.8-27B-GGUF:Qwen3.8-27B-UD-Q4_K_S ranks first for agentic workflows in our benchmarks (92.1/100 at ~67.7 tok/s). IsValorum/Ornith-1.5-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF is faster (~126.7 tok/s) and still scores well (91.5/100) — a good pick if you'd rather trade a little quality for speed.

Hardware Benchmarks

Best Local LLM Performance for Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m

Name: Advanced Micro Devices, Inc. [AMD/ATI] Raphael + AMD Radeon RX 7900 XT/7900 XTX/7900 GRE/7900M
Brand: Advanced

Compare Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m benchmark results and see which models actually earn the best completed quality scores.

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Hardware Overview

GPU-specific specifications for local LLM planning.

Advanced Micro Devices, Inc. [AMD/ATI] Raphael + AMD Radeon RX 7900 XT/7900 XTX/7900 GRE/7900M

VRAM: 46GB
Architecture: Multi-GPU

Recommended Models

Models we recommend for Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m.

Fastest

IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF

Unknown

135.9 tok/s

Highest token generation speed at 135.9 tok/s.

Best quality & Largest context

unsloth/Qwen3.8-27B-GGUF:Qwen3.8-27B-UD-Q4_K_S

27B

67.7 tok/sQuality 89.1Context 65.536 tokens

Highest completed quality score at 89.1. Largest context that fits in 46GB VRAM, at 65.536 tokens.

Frequently asked questions

Which models actually run best on the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m, by task, from community benchmark data.

What is the best local model for coding on the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m?: On the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m, IsValorum/Ornith-1.5-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF ranks first for coding in our benchmarks (84.3/100 at ~126.7 tok/s).
What is the best local model for agentic workflows on the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m?: On the Advanced Micro Devices Inc Ati Raphael + RX 7900 Xt 7900 XTX 7900 Gre 7900m, unsloth/Qwen3.8-27B-GGUF:Qwen3.8-27B-UD-Q4_K_S ranks first for agentic workflows in our benchmarks (92.1/100 at ~67.7 tok/s). IsValorum/Ornith-1.5-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF is faster (~126.7 tok/s) and still scores well (91.5/100) — a good pick if you'd rather trade a little quality for speed.

Benchmark Results

Completed quality-ranked benchmark results for Advanced Micro Devices, Inc. [AMD/ATI] Raphael + AMD Radeon RX 7900 XT/7900 XTX/7900 GRE/7900M.

Open run page →