Back to leaderboard

granite3.1-moe:3b

OLLAMA GGUF

granitemoe · 3.3B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score
66 vs 35
Hardware Fit
99 vs 100
Quality Score
52 vs 7

Hardware

granite3.1-moe:3b starcoder2:3b
MachineDell Inc. Inspiron 15 3530NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUIntel Gen Intel® Core™ i7-1355UCortex-A78AE
Cores126
RAM31 GB7 GB
GPURaptor Lake-P [Iris Xe Graphics]Integrated / Unknown
OScachyos rollingUbuntu 22.04.5 LTS
Archx64arm64
Power Modelow-powerbalanced

Performance

granite3.1-moe:3b starcoder2:3b
Tokens/sec27.231.5
First chunk527 ms392 ms
TTFT527 ms392 ms
Load time1.9 s4.8 s
Memory usage2.9 GB1.8 GB
Memory %9%24%

HW Fit Score Breakdown

granite3.1-moe:3b

Speed
49/50
TTFT
20/20
Memory
30/30

starcoder2:3b

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

Quality

granite3.1-moe:3b

Reasoning
7/20
Coding
9/20
Instruction
13/20
Structured
12/15
Math
5/15
Multilingual
6/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate

starcoder2:3b

Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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