Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
77 vs 66
Hardware Fit
75 vs 40
Quality Score
78 vs 77

Hardware

qwen3.5:9b gemma4:31b
MachineASUSASUSTeK COMPUTER INC. GX10
CPUIntel Gen Intel® Core™ i7-13700KCortex-X925
Cores2420
RAM64 GB122 GB
GPUNVIDIA GeForce RTX 3070Device 2e12
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64arm64
Power Modeunknownperformance

Performance

qwen3.5:9b gemma4:31b
Tokens/sec30.510.7
First chunk291 ms983 ms
TTFT291 ms20.3 s
Load time4.8 s8.8 s
Memory usage8.8 GB21.4 GB
Memory %14%18%

HW Fit Score Breakdown

qwen3.5:9b

Speed
34/50
TTFT
20/20
Memory
21/30

gemma4:31b

Speed
10/50
TTFT
0/20
Memory
30/30

Quality

qwen3.5:9b

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

gemma4:31b

Reasoning
14/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong 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