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llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
46 vs 76
Hardware Fit
61 vs 82
Quality Score
40 vs 73

Hardware

llama3.1:8b gemma4:e2b
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperLENOVO 20U30029MB
CPUCortex-A78AEIntel Core™ i5-10210U
Cores68
RAM7 GB15 GB
GPUIntegrated / UnknownCometLake-U GT2 [UHD Graphics]
OSUbuntu 22.04.5 LTSPop 24.04 LTS
Archarm64x64
Power Modebalancedperformance

Performance

llama3.1:8b gemma4:e2b
Tokens/sec7.813.5
First chunk1625 ms1270 ms
TTFT1.6 s1.3 s
Load time21.8 s13.4 s
Memory usage5.2 GB6.5 GB
Memory %71%42%

HW Fit Score Breakdown

llama3.1:8b

Speed
26/50
TTFT
20/20
Memory
15/30

gemma4:e2b

Speed
35/50
TTFT
20/20
Memory
27/30

Quality

llama3.1:8b

Reasoning
12/20
Coding
10/20
Instruction
4/20
Structured
1/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Strong

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak 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