Back to leaderboard

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

Global Score
80 vs 50
Hardware Fit
85 vs 97
Quality Score
78 vs 30

Hardware

qwen3:8b gemma3:270m
MachineHP HP Z8 G4 WorkstationMacBook Pro
CPUIntel Xeon® Gold 6230Apple M3 Pro
Cores8012
RAM252 GB36 GB
GPUTU104GL [Quadro RTX 5000]Apple M3 Pro
OSUbuntu 24.04.4 LTSmacOS 15.7.5
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3:8b gemma3:270m
Tokens/sec65.1239.2
First chunk289 ms127 ms
TTFT4.2 s127 ms
Load time4.6 s0.7 s
Memory usage5.6 GB0.6 GB
Memory %2%2%

HW Fit Score Breakdown

qwen3:8b

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

gemma3:270m

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

Quality

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gemma3:270m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
8/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak
View qwen3:8b details | View gemma3:270m 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