codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Gemma4-26B:26b
OLLAMA GGUFgemma4 · 25.8B · Q4_K_M
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
67 vs 90
Hardware Fit
67 vs 89
Quality Score
67 vs 90
Hardware
codestral:22b 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
codestral:22b Gemma4-26B:26b
Tokens/sec17.239.2
First chunk129 ms1484 ms
TTFT129 ms1.5 s
Load time11.6 s42.1 s
Memory usage18.9 GB17.0 GB
Memory %16%55%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Gemma4-26B:26b
Speed
49/50
TTFT
17/20
Memory
23/30
Quality
codestral:22b
Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest