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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
82 vs 68
Hardware Fit
100 vs 100
Quality Score
74 vs 54

Hardware

deepseek-coder-v2:… qwen2.5-coder:1.5b
MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20U30029MB
CPUCortex-X925Intel Core™ i5-10210U
Cores208
RAM122 GB15 GB
GPUDevice 2e12CometLake-U GT2 [UHD Graphics]
OSUbuntu 24.04.4 LTSPop 24.04 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

deepseek-coder-v2:… qwen2.5-coder:1.5b
Tokens/sec117.221.8
First chunk275 ms499 ms
TTFT275 ms499 ms
Load time8.9 s4.4 s
Memory usage17.9 GB1.5 GB
Memory %15%10%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen2.5-coder:1.5b

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

deepseek-coder-v2:16b

Reasoning
8/20
Coding
19/20
Instruction
13/20
Structured
12/15
Math
14/15
Multilingual
8/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
View deepseek-coder-v2:… details | View qwen2.5-coder:1.5b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest