Back to leaderboard

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
84 vs 66
Hardware Fit
66 vs 63
Quality Score
92 vs 67

Hardware

qwen3.8:27b 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

qwen3.8:27b deepseek-r1:7b
Tokens/sec29.435.6
First chunk306 ms224 ms
TTFT4.8 s7.5 s
Load time5.3 s7.7 s
Memory usage16.2 GB4.6 GB
Memory %13%29%

HW Fit Score Breakdown

qwen3.8:27b

Speed
31/50
TTFT
5/20
Memory
30/30

deepseek-r1:7b

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

Quality

qwen3.8:27b

Reasoning
19/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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