Community performance summary

AMD Radeon RX Ellesmere Prototype

5 local models measured on this GPU configuration. Compare quantizations, configurations and the full observed performance range.

9 signed runs · 0 verified · 1 tester

Median prompt99.63tok/s · 24.35 to 216.37

Median generation10.31tok/s · 5.05 to 25.27

Configurations5Q3_K_M · Q4_K_M · UD-IQ3_S

Last observedAug 2Unknown

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Measurements from comparable hardware and models are presented together. Medians show typical performance, while every signed run remains available below for inspection and sharing.

Models on this GPU5 groups

Gemma 4 E4B2 runs→Carnice Qwen3.6 MoE 35B2 runs→GLM 4 9B1 run→Qwen3.6 35B-A3B3 runs→Gemma 4 26B-A4B1 run→

Recorded evidence

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1 to 8 of 9 configurations

Verified benchmark Community submission

Model / quant	Hardware	Architecture	Prompt	Generation	Source
Gemma 4 E4BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	216.37tok/s	25.27tok/s	1252er✓Aug 2, 2026
Gemma 4 E4BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	210.8tok/s	25.12tok/s	1252er✓Jul 21, 2026
Carnice Qwen3.6 MoE 35BQ3_K_M · MoE · Signed ToshLLM app · ncmoe 30 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	99.63tok/s	14.52tok/s	1252er✓Aug 2, 2026
GLM 4 9BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	106.9tok/s	13.2tok/s	1252er✓Aug 2, 2026
Qwen3.6 35B-A3BUD-IQ4_XS · MoE · Signed ToshLLM app · ncmoe 10 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	25.65tok/s	10.31tok/s	1252er✓Jul 21, 2026
Qwen3.6 35B-A3BUD-IQ4_XS · MoE · Signed ToshLLM app · ncmoe 6 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	24.35tok/s	10.23tok/s	1252er✓Aug 2, 2026
Qwen3.6 35B-A3BUD-IQ4_XS · MoE · Signed ToshLLM app · ncmoe 25 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	74.01tok/s	7.85tok/s	1252er✓Aug 2, 2026
Gemma 4 26B-A4BUD-IQ3_S · MoE · Signed ToshLLM app · ncmoe 3 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	116.33tok/s	7.48tok/s	1252er✓Aug 2, 2026
Carnice Qwen3.6 MoE 35BQ3_K_M · MoE · Signed ToshLLM app · ncmoe 3 · amd-gpu · Metal · comparison	AMD Radeon RX Ellesmere Prototype8 GB VRAM	Unknown	72.63tok/s	5.05tok/s	1252er✓Aug 2, 2026

AMD Radeon RX Ellesmere Prototype

One clear view.Every recorded run.

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One clear view.
Every recorded run.