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gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

devstral:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
57 vs 80
Hardware Fit
100 vs 79
Quality Score
39 vs 80

Hardware

gemma3:1b devstral:latest
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUCortex-A78AEIntel Core™ i5-14400F
Cores616
RAM7 GB32 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 5060 Ti
OSUbuntu 22.04.5 LTSMicrosoft Windows 11 Professionnel 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma3:1b devstral:latest
Tokens/sec33.920.0
First chunk1939 ms146 ms
TTFT1.9 s146 ms
Load time1.8 s6.5 s
Memory usage0.8 GB14.2 GB
Memory %11%45%

HW Fit Score Breakdown

gemma3:1b

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

devstral:latest

Speed
33/50
TTFT
20/20
Memory
26/30

Quality

gemma3:1b

Reasoning
6/20
Coding
3/20
Instruction
14/20
Structured
8/15
Math
1/15
Multilingual
7/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Adequate

devstral:latest

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong 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