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deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

lmstudio-community/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
83 vs 77
Hardware Fit
100 vs 68
Quality Score
75 vs 81

Hardware

deepseek-coder-v2:… lmstudio-community…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Docker Container
CPUIntel Core™ i5-14400FIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 5060 TiTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Professionnel 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

deepseek-coder-v2:… lmstudio-community…
Tokens/sec150.411.4
First chunk116 ms28 ms
TTFT116 ms2.2 s
Load time5.8 s6.8 s
Memory usage9.4 GB0.6 GB
Memory %30%4%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

lmstudio-community/gemm…

Speed
21/50
TTFT
17/20
Memory
30/30

Quality

deepseek-coder-v2:16b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

lmstudio-community/gemm…

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

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