Back to leaderboard

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score
80 vs 35
Hardware Fit
54 vs 100
Quality Score
91 vs 7

Hardware

qwen3-next:80b-a3b… starcoder2:3b
MachineDell Inc. Precision Tower 7910NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUIntel Xeon® E5-2637 v3Cortex-A78AE
Cores166
RAM96 GB7 GB
GPUNVIDIA GeForce RTX 5060 TiIntegrated / Unknown
OSMicrosoft Windows 10 Pro 10.0.19045Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… starcoder2:3b
Tokens/sec14.931.5
First chunk1808 ms392 ms
TTFT1.8 s392 ms
Load time95.0 s4.8 s
Memory usage48.0 GB1.8 GB
Memory %50%24%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
16/50
TTFT
13/20
Memory
25/30

starcoder2:3b

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

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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