lfm2.5:latest
OLLAMA GGUFlfm2moe · 8.5B · Q4_K_M
Jun 11, 2026 · Intel Core™ i5-8350U
codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Global Score
73 vs 67
Hardware Fit
93 vs 67
Quality Score
65 vs 67
Hardware
lfm2.5:latest codestral:22b
MachineLENOVO 20L7CTO1WWNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-8350UCortex-X925
Cores820
RAM23 GB122 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Device 2e12
OSFedora Linux 44Ubuntu 24.04.4 LTS
Archx64arm64
Power Modeperformanceperformance
Performance
lfm2.5:latest codestral:22b
Tokens/sec18.317.2
First chunk981 ms129 ms
TTFT981 ms129 ms
Load time8.0 s11.6 s
Memory usage4.9 GB18.9 GB
Memory %21%16%
HW Fit Score Breakdown
lfm2.5:latest
Speed
43/50
TTFT
20/20
Memory
30/30
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Quality
lfm2.5:latest
Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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
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