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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

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

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
82 vs 66
Hardware Fit
81 vs 63
Quality Score
82 vs 67

Hardware

qwen3.5:9b deepseek-r1:7b
MachineAZW GTR ProGigabyte Technology Co., Ltd. H170M-D3H
CPUAMD RYZEN AI MAX+ 395 w/ Radeon 8060SIntel Core™ i5-6500
Cores324
RAM125 GB16 GB
GPUIntegrated / Apple SiliconGP104 [GeForce GTX 1070]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modeperformancelow-power

Performance

qwen3.5:9b deepseek-r1:7b
Tokens/sec30.835.6
First chunk195 ms224 ms
TTFT195 ms7.5 s
Load time6.8 s7.7 s
Memory usage18.8 GB4.6 GB
Memory %15%29%

HW Fit Score Breakdown

qwen3.5:9b

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

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

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-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak 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