Back to leaderboard

hf.co/TheDrummer/Cydonia-24B-v4.3-GGUF:Q4_K_M

OLLAMA GGUF

llama · 23.6B · unknown

Not Rec.

Oct 2, 2026 · Cortex-X925

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
30 vs 66
Hardware Fit
48 vs 63
Quality Score
22 vs 67

Hardware

hf.co/TheDrummer/C… deepseek-r1:7b
MachineNVIDIA NVIDIA_DGX_SparkGigabyte Technology Co., Ltd. H170M-D3H
CPUCortex-X925Intel Core™ i5-6500
Cores204
RAM122 GB16 GB
GPUDevice 2e12GP104 [GeForce GTX 1070]
OSUbuntu 24.04.5 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

hf.co/TheDrummer/C… deepseek-r1:7b
Tokens/sec14.435.6
First chunk5450 ms224 ms
TTFT5.5 s7.5 s
Load time22.7 s7.7 s
Memory usage18.5 GB4.6 GB
Memory %15%29%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

Speed
14/50
TTFT
4/20
Memory
30/30

deepseek-r1:7b

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

Quality

hf.co/TheDrummer/Cydoni…

Reasoning
16/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
6/15
Multilingual
0/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor

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
View hf.co/TheDrummer/C… details | View deepseek-r1:7b 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