Back to leaderboard

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

deepseek-r1:70b

OLLAMA GGUF

llama · 70.6B · Q4_K_M

Not Rec.

Jun 27, 2026 · Cortex-X925

Global Score
84 vs 47
Hardware Fit
97 vs 51
Quality Score
79 vs 45

Hardware

qwen3:8b deepseek-r1:70b
MachineASUSNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ Ultra 9 285KCortex-X925
Cores2420
RAM47 GB122 GB
GPUNVIDIA GeForce RTX 5090, Intel(R) GraphicsDevice 2e12
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3:8b deepseek-r1:70b
Tokens/sec208.04.7
First chunk82 ms557 ms
TTFT1.3 s557 ms
Load time1.5 s52.6 s
Memory usage9.6 GB49.5 GB
Memory %20%41%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
18/20
Memory
29/30

deepseek-r1:70b

Speed
4/50
TTFT
20/20
Memory
27/30

Quality

qwen3:8b

Reasoning
18/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

deepseek-r1:70b

Reasoning
3/20
Coding
1/20
Instruction
14/20
Structured
9/15
Math
8/15
Multilingual
10/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Adequate 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