Back to leaderboard

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
83 vs 76
Hardware Fit
100 vs 45
Quality Score
75 vs 89

Hardware

deepseek-coder-v2:… Gemma4-31B:31B
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4GMKtec NucBox EVO-T2S
CPUIntel Core™ i5-14400FIntel Core™ Ultra X7 358H
Cores1616
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 5060 TiIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

deepseek-coder-v2:… Gemma4-31B:31B
Tokens/sec150.43.8
First chunk116 ms3536 ms
TTFT116 ms3.5 s
Load time5.8 s19.6 s
Memory usage9.4 GB19.9 GB
Memory %30%31%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
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

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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