codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
qwen2.5:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Jun 17, 2026 · ZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Global Score
67 vs 65
Hardware Fit
67 vs 87
Quality Score
67 vs 56
Hardware
codestral:22b qwen2.5:1.5b
MachineNVIDIA NVIDIA_DGX_SparkShanghai Zhaoxin Semiconductor Co., Ltd. ZXE CRB
CPUCortex-X925ZHAOXIN KaiXian KX-7000 KaiXian KX-7000
Cores208
RAM122 GB30 GB
GPUDevice 2e12ZX C-1190
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26100
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b qwen2.5:1.5b
Tokens/sec17.216.8
First chunk129 ms941 ms
TTFT129 ms941 ms
Load time11.6 s0.2 s
Memory usage18.9 GB1.0 GB
Memory %16%3%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
qwen2.5:1.5b
Speed
37/50
TTFT
20/20
Memory
30/30
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
qwen2.5:1.5b
Reasoning
8/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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