deepseek-r1:latest
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Global Score
22 vs 67
Hardware Fit
69 vs 67
Quality Score
2 vs 67
Hardware
deepseek-r1:latest codestral:22b
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperNVIDIA NVIDIA_DGX_Spark
CPUCortex-A78AECortex-X925
Cores620
RAM7 GB122 GB
GPUIntegrated / UnknownDevice 2e12
OSUbuntu 22.04.5 LTSUbuntu 24.04.4 LTS
Archarm64arm64
Power Modebalancedperformance
Performance
deepseek-r1:latest codestral:22b
Tokens/sec9.617.2
First chunk1300 ms129 ms
TTFT1.3 s129 ms
Load time19.9 s11.6 s
Memory usage4.8 GB18.9 GB
Memory %65%16%
HW Fit Score Breakdown
deepseek-r1:latest
Speed
31/50
TTFT
20/20
Memory
18/30
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Quality
deepseek-r1:latest
Reasoning
0/20
Coding
1/20
Instruction
0/20
Structured
0/15
Math
1/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
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