Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
82 vs 18
Hardware Fit
81 vs 53
Quality Score
82 vs 3

Hardware

qwen3.5:9b qwen3.5:0.8b
MachineAZW GTR ProLENOVO 20L7CTO1WW
CPUAMD RYZEN AI MAX+ 395 w/ Radeon 8060SIntel Core™ i5-8350U
Cores328
RAM125 GB23 GB
GPUIntegrated / Apple SiliconKaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.4 LTSFedora Linux 43
Archx64x64
Power Modeperformancelow-power

Performance

qwen3.5:9b qwen3.5:0.8b
Tokens/sec30.89.4
First chunk195 ms799 ms
TTFT195 ms30.0 s
Load time6.8 s3.3 s
Memory usage18.8 GB1.9 GB
Memory %15%8%

HW Fit Score Breakdown

qwen3.5:9b

Speed
31/50
TTFT
20/20
Memory
30/30

qwen3.5:0.8b

Speed
23/50
TTFT
0/20
Memory
30/30

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5:0.8b

Reasoning
0/20
Coding
0/20
Instruction
2/20
Structured
0/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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