# LLM-Benchmark Konfiguration # Modell : Qwen3.6-27B # Engine : vLLM # Run-ID : run-20260826-222254-ab2d04 # GPU : NVIDIA RTX A6000 # CPU : AMD Ryzen Threadripper PRO 7955WX 16-Cores # RAM : 184 GB bench@llm-benchmark:~$ vllm serve \ --model Qwen3.6-27B

Engine?Die Inferenz-Software, die das Modell ausliefert (z.B. vLLM oder llama.cpp). Sie bestimmt Geschwindigkeit, unterstuetzte Modellformate und welche Parameter ueberhaupt verfuegbar sind.	vllm
Modellalias?Der Name, unter dem das Modell ueber die API angesprochen wird. Genau dieser Wert muss im Request-Feld 'model' stehen.	Qwen3.6-27B

All benchmarks of this model To leaderboard

Model comparison

Qwen3.6-27B on various hardware

All published performance runs of this model – each bubble a variant: position = prefill (X) × generation (Y), bubble size = number of runs. Closer to the top right = faster. ★ Marked gold = this benchmark.

GPUby graphics card

NVIDIA RTX PRO 6000 Blackwell Workstation Edition 546,9 tok/sNVIDIA GeForce RTX 5090 532,5 tok/sNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 464,1 tok/sNVIDIA GeForce RTX 3090 Ti 264,2 tok/s★ NVIDIA RTX A6000 233,6 tok/s this runAMD Radeon AI PRO R9700 165,4 tok/sNVIDIA GeForce RTX 5070 Ti 57,2 tok/sAMD Radeon 8060S Graphics 36,1 tok/s

CPUby processor

AMD Ryzen 9 9950X 16-Core Processor 546,9 tok/sAMD Ryzen 7 5800X3D 8-Core Processor 532,5 tok/sAMD Ryzen Threadripper PRO 9965WX 24-Cores 464,1 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 264,2 tok/s★ AMD Ryzen Threadripper PRO 7955WX 16-Cores 233,6 tok/s this runAMD Ryzen Threadripper PRO 5975WX 32-Cores 57,2 tok/sAMD RYZEN AI MAX+ 395 w/ Radeon 8060S 36,1 tok/s

MBby mainboard

ASUSTeK COMPUTER INC. ProArt X870E-CREATOR WIFI 546,9 tok/sASUSTeK COMPUTER INC. ROG STRIX B550-A GAMING 532,5 tok/s★ ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE 464,1 tok/s this runMeigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) 264,2 tok/sASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI 57,2 tok/sBosgame AXB35-02 (BeyondMax Series) 36,1 tok/sunbekannt 28,8 tok/s

ENGby engine

llama.cpp 546,9 tok/s★ vLLM 233,6 tok/s this rununbekannt 28,8 tok/s

DRVby driver

unbekannt 546,9 tok/sNVIDIA 580.159.03 / CUDA 13.0 28,8 tok/s

💰 Economics

Economics of this run

Operating cost, TCO and comparison with the next-best runs of the same model at identical concurrency (1× concurrent). Methodology →

⚙️ ConfigurationAll metrics and charts below follow these settings – based on a 24-month runtime.Save to URL Reset

⚡ Electricity price EUR/kWh

⚙️ System utilization 100 %

🖥️ Acquisition EUR

🔌 Idle 65 W

⚡ TDP 71 W

☁️ External LLM (API) show

Input €/1M Output €/1M Input per output token

Electricity0.30 EUR/kWh

Avg power (incl. idle)71 W missingCPU 46 + Board 25 W full load

Avg cost / hourEUR 0.021

Electricity / 1M tokensEUR 0.18

Token / kWh1.65M

Acquisition (system)EUR 8,394 full priceGPU EUR 3,000 · CPU EUR 1,399 · Board EUR 1,299 · RAM EUR 2,576 · PSU EUR 120

Electricity (2 years)–

TCO (2 years)EUR 8,767

Output tokens (2 years)2.05B

☁️ External LLM (API) – comparison

External LLM cost (2 years)–

Savings vs. external (2 years)–

No power draw measured – values estimated from GPU TDP + CPU (idle + 15 %) + board.

All values above and the charts below take the configured system utilization into account: at X% the system generates only X% of the time, the rest it idles (65 W). Cost per hour drops (more idle), cost per token rises.

Cost over 2 years – electricity only

Cost over 2 years – incl. acquisition (TCO)

Speed vs. tokens per euro

Euro per 1M tokens

Comparison vs. API – economics per benchmark

	Qwen3.6-27BNVIDIA RTX A6000	Qwen3.6-27BNVIDIA GeForce RTX 5090	Qwen3.6-27BNVIDIA RTX PRO 6000 Blackwell Workstation Edition	Qwen3.6-27B3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition
Electricity cost (24 mo.)	–	–	–	–
Acquisition cost	–	–	–	–
Total cost (TCO)	–	–	–	–
Generated tokens (24 mo.)	–	–	–	–
Token price via API	–	–	–	–
Break-even point (days)	–	–	–	–
Result (savings / extra cost)	–	–	–	–

NVIDIA RTX A6000 · this run 32 tok/s NVIDIA GeForce RTX 5090 75 tok/s NVIDIA RTX PRO 6000 Blackwell Workstation Edition 73 tok/s 3× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 70 tok/s

Comparison with up to 3 next-best runs of this model at the same concurrency (at least one on different hardware). Power = GPU TDP + CPU (idle + 15 %) + board (estimated), acquisition = full system (GPU + CPU + board + RAM + PSU), prices = stored market prices.

Contributed by

Mario Alka Administrator

@marioalka

Ich bin Unternehmer, Softwareentwickler und KI-Enthusiast. Seit vielen Jahren entwickle ich Unternehmenssoftware und beschäftige mich inzwischen fast täglich mit lokalen LLMs, KI-Agenten und leistungsfähiger KI-Hardware.

Mit LLM-Benchmark.de möchte ich eine Plattform schaffen, auf der Modelle, GPUs und Agenten objektiv und reproduzierbar miteinander verglichen werden.