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deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

qwen3-coder-next:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
37 vs 82
Hardware Fit
73 vs 71
Quality Score
22 vs 87

Hardware

deepseek-r1:1.5b qwen3-coder-next:l…
MachineLENOVO 20L7CTO1WWAZW GTR Pro
CPUIntel Core™ i5-8350UAMD RYZEN AI MAX+ 395
Cores832
RAM23 GB125 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]AMD Radeon 8060S
OSFedora Linux 43Ubuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerperformance

Performance

deepseek-r1:1.5b qwen3-coder-next:l…
Tokens/sec18.434.5
First chunk593 ms262 ms
TTFT30.0 s262 ms
Load time3.8 s16.4 s
Memory usage1.0 GB56.8 GB
Memory %4%46%

HW Fit Score Breakdown

deepseek-r1:1.5b

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

qwen3-coder-next:latest

Speed
34/50
TTFT
20/20
Memory
17/30

Quality

deepseek-r1:1.5b

Reasoning
4/20
Coding
0/20
Instruction
5/20
Structured
3/15
Math
7/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Weak Multilingual: Weak

qwen3-coder-next:latest

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