Back to leaderboard

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

Global Score
83 vs 70
Hardware Fit
100 vs 39
Quality Score
75 vs 83

Hardware

deepseek-coder-v2:… qwen3-next-80b-t48…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Dell Inc. PowerEdge R820
CPUIntel Core™ i5-14400FIntel Xeon® E5-4620 0
Cores1664
RAM32 GB256 GB
GPUNVIDIA GeForce RTX 5060 TiMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced

Performance

deepseek-coder-v2:… qwen3-next-80b-t48…
Tokens/sec150.43.0
First chunk116 ms3265 ms
TTFT116 ms3.3 s
Load time5.8 s82.1 s
Memory usage9.4 GB46.9 GB
Memory %30%18%

HW Fit Score Breakdown

deepseek-coder-v2:16b

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

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
Memory
30/30

Quality

deepseek-coder-v2:16b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
Reasoning: Weak 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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest