llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
gemma4:e2b
OLLAMA GGUFgemma4 · 5.1B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
81 vs 76
Hardware Fit
100 vs 82
Quality Score
73 vs 73
Hardware
llama-3.1-8b-instr… gemma4:e2b
MachineASUSLENOVO 20U30029MB
CPUAMD Ryzen 5 5500Intel Core™ i5-10210U
Cores128
RAM31 GB15 GB
GPUNavi 44 [Radeon RX 9060 XT]CometLake-U GT2 [UHD Graphics]
OSNobara Linux 43Pop 24.04 LTS
Archx64x64
Power Modeperformanceperformance
Performance
llama-3.1-8b-instr… gemma4:e2b
Tokens/sec35.613.5
First chunk52 ms1270 ms
TTFT256 ms1.3 s
Load timeN/A13.4 s
Memory usage8.6 GB6.5 GB
Memory %28%42%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
gemma4:e2b
Speed
35/50
TTFT
20/20
Memory
27/30
Quality
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest