Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Excellent

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
85 vs 76
Hardware Fit
100 vs 82
Quality Score
79 vs 73

Hardware

qwen3.5:9b gemma4:e2b
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHLENOVO 20U30029MB
CPUIntel Gen Intel® Core™ i9-12900HIntel Core™ i5-10210U
Cores208
RAM32 GB15 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 Home 10.0.26200Pop 24.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b gemma4:e2b
Tokens/sec41.413.5
First chunk162 ms1270 ms
TTFT162 ms1.3 s
Load time8.1 s13.4 s
Memory usage5.9 GB6.5 GB
Memory %19%42%

HW Fit Score Breakdown

qwen3.5:9b

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

gemma4:e2b

Speed
35/50
TTFT
20/20
Memory
27/30

Quality

qwen3.5:9b

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

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate 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