deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Jun 26, 2026 · Cortex-X925

gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

82 vs 58

Hardware Fit

100 vs 50

Quality Score

74 vs 62

Hardware

deepseek-coder-v2:… gemma-2-2b-it

MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20BUS00700

CPUCortex-X925Intel Core™ i5-5300U

Cores204

RAM122 GB16 GB

GPUDevice 2e12Intel(R) HD Graphics 5500

OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modeperformancebalanced

Performance

deepseek-coder-v2:… gemma-2-2b-it

Tokens/sec117.23.6

First chunk275 ms4509 ms

TTFT275 ms4.5 s

Load time8.9 sN/A

Memory usage17.9 GB1.6 GB

Memory %15%10%

HW Fit Score Breakdown

deepseek-coder-v2:16b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-2-2b-it

Speed

14/50

TTFT

12/20

Memory

24/30

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

gemma-2-2b-it

Reasoning

11/20

Coding

8/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View deepseek-coder-v2:… details | View gemma-2-2b-it 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