Back to leaderboard

qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

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

Global Score
78 vs 91
Hardware Fit
59 vs 93
Quality Score
86 vs 90

Hardware

qwen2.5-coder:32b Gemma4-26B:26b
MachineNVIDIA NVIDIA_DGX_SparkHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUCortex-X925AMD Ryzen 9 9955HX3D 16-Core Processor
Cores2032
RAM122 GB31 GB
GPUDevice 2e12AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

qwen2.5-coder:32b Gemma4-26B:26b
Tokens/sec9.540.5
First chunk394 ms727 ms
TTFT395 ms727 ms
Load time72.1 s25.3 s
Memory usage26.5 GB17.0 GB
Memory %22%55%

HW Fit Score Breakdown

qwen2.5-coder:32b

Speed
9/50
TTFT
20/20
Memory
30/30

Gemma4-26B:26b

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

Quality

qwen2.5-coder:32b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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

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