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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

qwen3-coder-next:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
66 vs 82
Hardware Fit
63 vs 71
Quality Score
67 vs 87

Hardware

deepseek-r1:7b qwen3-coder-next:l…
MachineGigabyte Technology Co., Ltd. H170M-D3HAZW GTR Pro
CPUIntel Core™ i5-6500AMD RYZEN AI MAX+ 395
Cores432
RAM16 GB125 GB
GPUGP104 [GeForce GTX 1070]AMD Radeon 8060S
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerperformance

Performance

deepseek-r1:7b qwen3-coder-next:l…
Tokens/sec35.634.5
First chunk224 ms262 ms
TTFT7.5 s262 ms
Load time7.7 s16.4 s
Memory usage4.6 GB56.8 GB
Memory %29%46%

HW Fit Score Breakdown

deepseek-r1:7b

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

qwen3-coder-next:latest

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

Quality

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

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
View deepseek-r1:7b details | View qwen3-coder-next:l… 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