Back to leaderboard

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Not Rec.

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
68 vs 65
Hardware Fit
59 vs 73
Quality Score
72 vs 62

Hardware

qwen2.5-coder:7b qwen3.5:4b
MachineASUSAZW GTR Pro
CPUIntel Gen Intel® Core™ i7-13700KAMD RYZEN AI MAX+ 395
Cores2432
RAM64 GB125 GB
GPUNVIDIA GeForce RTX 3070AMD Radeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modeunknownlow-power

Performance

qwen2.5-coder:7b qwen3.5:4b
Tokens/sec34.445.7
First chunk1991 ms180 ms
TTFT2.0 s30.0 s
Load time40.6 s5.3 s
Memory usage5.0 GB16.2 GB
Memory %8%13%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

qwen3.5:4b

Speed
43/50
TTFT
0/20
Memory
30/30

Quality

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5:4b

Reasoning
17/20
Coding
1/20
Instruction
13/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate 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