gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
qwen3-next-80b-t48:latest
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Jul 31, 2026 · Intel Xeon® E5-4620 0
Global Score
84 vs 70
Hardware Fit
69 vs 39
Quality Score
91 vs 83
Hardware
gptoss · 20.9B · M… qwen3-next-80b-t48…
MachineMac ProDell Inc. PowerEdge R820
CPUIntel Core™ i5-10400Intel Xeon® E5-4620 0
Cores1264
RAM32 GB256 GB
GPUAMD Radeon RX 6700 XTMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSmacOS 26.5.1Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced
Performance
gptoss · 20.9B · M… qwen3-next-80b-t48…
Tokens/sec17.53.0
First chunk643 ms3265 ms
TTFT7.7 s3.3 s
Load time0.0 s82.1 s
Memory usage0.8 GB46.9 GB
Memory %3%18%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
qwen3-next-80b-t48:latest
Speed
3/50
TTFT
6/20
Memory
30/30
Quality
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-next-80b-t48:latest
Reasoning
18/20
Coding
18/20
Instruction
9/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Weak 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