Back to leaderboard

qwen3.5:2b

OLLAMA GGUF

qwen35 · 2.3B · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
13 vs 84
Hardware Fit
41 vs 69
Quality Score
1 vs 91

Hardware

qwen3.5:2b gptoss · 20.9B · M…
MachineLENOVO 20L7CTO1WWMac Pro
CPUIntel Core™ i5-8350UIntel Core™ i5-10400
Cores812
RAM23 GB32 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]AMD Radeon RX 6700 XT
OSFedora Linux 43macOS 26.5.1
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.5:2b gptoss · 20.9B · M…
Tokens/sec4.517.5
First chunk1413 ms643 ms
TTFT31.1 s7.7 s
Load time7.1 s0.0 s
Memory usage3.8 GB0.8 GB
Memory %16%3%

HW Fit Score Breakdown

qwen3.5:2b

Speed
11/50
TTFT
0/20
Memory
30/30

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

Quality

qwen3.5:2b

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

gptoss · 20.9B · MXFP4

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