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

deepseek-coder-1.3b-instruct

LM-STUDIO GGUF

llama · 1.3B · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
82 vs 30
Hardware Fit
81 vs 66
Quality Score
82 vs 14

Hardware

qwen3.5:9b deepseek-coder-1.3…
MachineAZW GTR ProLENOVO 20BUS00700
CPUAMD RYZEN AI MAX+ 395 w/ Radeon 8060SIntel Core™ i5-5300U
Cores324
RAM125 GB16 GB
GPUIntegrated / Apple SiliconIntel(R) HD Graphics 5500
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modeperformancebalanced

Performance

qwen3.5:9b deepseek-coder-1.3…
Tokens/sec30.87.1
First chunk195 ms3448 ms
TTFT195 ms3.4 s
Load time6.8 sN/A
Memory usage18.8 GB1.3 GB
Memory %15%9%

HW Fit Score Breakdown

qwen3.5:9b

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

deepseek-coder-1.3b-ins…

Speed
24/50
TTFT
15/20
Memory
27/30

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

deepseek-coder-1.3b-ins…

Reasoning
0/20
Coding
3/20
Instruction
3/20
Structured
6/15
Math
0/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Poor
View qwen3.5:9b details | View deepseek-coder-1.3… 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