codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
67 vs 81
Hardware Fit
67 vs 100
Quality Score
67 vs 73
Hardware
codestral:22b gemma3n:latest
MachineNVIDIA NVIDIA_DGX_SparkSupermicro AS -2015HS-TNR
CPUCortex-X925AMD EPYC 9654P 96-Core Processor
Cores2064
RAM122 GB128 GB
GPUDevice 2e12GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 24.04.4 LTSUbuntu 24.04.3 LTS
Archarm64x64
Power Modeperformanceperformance
Performance
codestral:22b gemma3n:latest
Tokens/sec17.2108.7
First chunk129 ms333 ms
TTFT129 ms333 ms
Load time11.6 s4.5 s
Memory usage18.9 GB8.6 GB
Memory %16%7%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
gemma3n:latest
Speed
50/50
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
gemma3n:latest
Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate 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