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Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
90 vs 67
Hardware Fit
89 vs 51
Quality Score
90 vs 74

Hardware

Gemma4-26B:26b qwen2-57b:57B
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxGMKtec NucBox EVO-T2S
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorIntel Core™ Ultra X7 358H
Cores3216
RAM31 GB64 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Gemma4-26B:26b qwen2-57b:57B
Tokens/sec39.28.6
First chunk1484 ms1573 ms
TTFT1.5 s1.6 s
Load time42.1 s29.0 s
Memory usage17.0 GB32.8 GB
Memory %55%52%

HW Fit Score Breakdown

Gemma4-26B:26b

Speed
49/50
TTFT
17/20
Memory
23/30

qwen2-57b:57B

Speed
10/50
TTFT
17/20
Memory
24/30

Quality

Gemma4-26B:26b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen2-57b:57B

Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest