codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
lfm2:24b-a2b
OLLAMA GGUFlfm2moe · 23.8B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
67 vs 78
Hardware Fit
67 vs 67
Quality Score
67 vs 82
Hardware
codestral:22b lfm2:24b-a2b
MachineNVIDIA NVIDIA_DGX_SparkDell Inc. Inspiron 15 3530
CPUCortex-X925Intel Gen Intel® Core™ i7-1355U
Cores2012
RAM122 GB31 GB
GPUDevice 2e12Raptor Lake-P [Iris Xe Graphics]
OSUbuntu 24.04.4 LTScachyos rolling
Archarm64x64
Power Modeperformancelow-power
Performance
codestral:22b lfm2:24b-a2b
Tokens/sec17.211.5
First chunk129 ms1727 ms
TTFT129 ms1.7 s
Load time11.6 s6.8 s
Memory usage18.9 GB13.9 GB
Memory %16%45%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
lfm2:24b-a2b
Speed
22/50
TTFT
19/20
Memory
26/30
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
lfm2:24b-a2b
Reasoning
13/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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