Back to leaderboard

Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 24, 2026 · Intel Core™ Ultra X7 358H

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
87 vs 80
Hardware Fit
82 vs 85
Quality Score
89 vs 78

Hardware

Gemma4-26B:26b qwen3:8b
MachineGMKtec NucBox EVO-T2SHP HP Z8 G4 Workstation
CPUIntel Core™ Ultra X7 358HIntel Xeon® Gold 6230
Cores1680
RAM64 GB252 GB
GPUIntel(R) Arc(TM) B390 GPUTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Gemma4-26B:26b qwen3:8b
Tokens/sec23.465.1
First chunk1073 ms289 ms
TTFT1.1 s4.2 s
Load time16.0 s4.6 s
Memory usage16.7 GB5.6 GB
Memory %26%2%

HW Fit Score Breakdown

Gemma4-26B:26b

Speed
32/50
TTFT
20/20
Memory
30/30

qwen3:8b

Speed
50/50
TTFT
5/20
Memory
30/30

Quality

Gemma4-26B:26b

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate 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