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

Excellent

Mar 5, 2026 · Apple M1 Max

Global Score
68 vs 83
Hardware Fit
59 vs 100
Quality Score
72 vs 76

Hardware

qwen2.5-coder:7b qwen3.5:4b
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-13700KApple M1 Max
Cores2410
RAM64 GB32 GB
GPUNVIDIA GeForce RTX 3070Apple M1 Max
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3
Archx64arm64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b qwen3.5:4b
Tokens/sec34.433.8
First chunk1991 ms293 ms
TTFT2.0 s293 ms
Load time40.6 s2.5 s
Memory usage5.0 GB6.5 GB
Memory %8%20%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

qwen3.5:4b

Speed
50/50
TTFT
20/20
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
16/20
Coding
14/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View qwen2.5-coder:7b details | View qwen3.5:4b details

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