codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
67 vs 84
Hardware Fit
67 vs 69
Quality Score
67 vs 91
Hardware
codestral:22b gptoss · 20.9B · M…
MachineNVIDIA NVIDIA_DGX_SparkMac Pro
CPUCortex-X925Intel Core™ i5-10400
Cores2012
RAM122 GB32 GB
GPUDevice 2e12AMD Radeon RX 6700 XT
OSUbuntu 24.04.4 LTSmacOS 26.5.1
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b gptoss · 20.9B · M…
Tokens/sec17.217.5
First chunk129 ms643 ms
TTFT129 ms7.7 s
Load time11.6 s0.0 s
Memory usage18.9 GB0.8 GB
Memory %16%3%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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