deepseek-r1:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Core™ i5-6500
codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Global Score
66 vs 67
Hardware Fit
63 vs 67
Quality Score
67 vs 67
Hardware
deepseek-r1:7b codestral:22b
MachineGigabyte Technology Co., Ltd. H170M-D3HNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-6500Cortex-X925
Cores420
RAM16 GB122 GB
GPUGP104 [GeForce GTX 1070]Device 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance
Performance
deepseek-r1:7b codestral:22b
Tokens/sec35.617.2
First chunk224 ms129 ms
TTFT7.5 s129 ms
Load time7.7 s11.6 s
Memory usage4.6 GB18.9 GB
Memory %29%16%
HW Fit Score Breakdown
deepseek-r1:7b
Speed
50/50
TTFT
7/20
Memory
6/30
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Quality
deepseek-r1:7b
Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate 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
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest