llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Sep 7, 2026 · Intel Xeon® E5-4650 v2
Global Score
81 vs 65
Hardware Fit
100 vs 29
Quality Score
73 vs 81
Hardware
llama-3.1-8b-instr… qwen3-235b-a22b-t4…
MachineASUSDell Inc. PowerEdge R820
CPUAMD Ryzen 5 5500Intel Xeon® E5-4650 v2
Cores1280
RAM31 GB256 GB
GPUNavi 44 [Radeon RX 9060 XT]Microsoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, Microsoft Basic Display Adapter
OSNobara Linux 43Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modeperformancebalanced
Performance
llama-3.1-8b-instr… qwen3-235b-a22b-t4…
Tokens/sec35.62.4
First chunk52 ms5833 ms
TTFT256 ms5.8 s
Load timeN/A0.0 s
Memory usage8.6 GB135.1 GB
Memory %28%53%
HW Fit Score Breakdown
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3-235b-a22b-t48-c8k…
Speed
2/50
TTFT
3/20
Memory
24/30
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
qwen3-235b-a22b-t48-c8k…
Reasoning
19/20
Coding
15/20
Instruction
10/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong 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