qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
deepseek-r1:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Core™ i5-6500
Global Score
68 vs 66
Hardware Fit
59 vs 63
Quality Score
72 vs 67
Hardware
qwen2.5-coder:7b deepseek-r1:7b
MachineASUSGigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Gen Intel® Core™ i7-13700KIntel Core™ i5-6500
Cores244
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 3070GP104 [GeForce GTX 1070]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modeunknownlow-power
Performance
qwen2.5-coder:7b deepseek-r1:7b
Tokens/sec34.435.6
First chunk1991 ms224 ms
TTFT2.0 s7.5 s
Load time40.6 s7.7 s
Memory usage5.0 GB4.6 GB
Memory %8%29%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
deepseek-r1:7b
Speed
50/50
TTFT
7/20
Memory
6/30
Quality
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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
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