Back to leaderboard

qwen3:0.6b

OLLAMA GGUF

qwen3 · 751.63M · Q4_K_M

Good

Apr 29, 2026 · Intel Core™ i5-8350U

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · 7.9B · Q4_K_M

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

Global Score
61 vs 83
Hardware Fit
85 vs 96
Quality Score
51 vs 78

Hardware

qwen3:0.6b google/gemma-4-e4b
MachineLENOVO 20L7CTO1WWASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUIntel Core™ i5-8350UAMD Ryzen 9 8940HX
Cores832
RAM23 GB15 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]NVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSFedora Linux 43Microsoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3:0.6b google/gemma-4-e4b
Tokens/sec27.035.9
First chunk597 ms9 ms
TTFT8.7 s182 ms
Load time1.8 sN/A
Memory usage0.9 GB6.5 GB
Memory %4%43%

HW Fit Score Breakdown

qwen3:0.6b

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

google/gemma-4-e4b

Speed
49/50
TTFT
20/20
Memory
27/30

Quality

qwen3:0.6b

Reasoning
14/20
Coding
0/20
Instruction
9/20
Structured
12/15
Math
9/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Strong Math: Adequate Multilingual: Adequate

google/gemma-4-e4b

Reasoning
14/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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