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Contributed byMario AlkaGoogle

gemma-4-31B-it

Harness benchmark · measured on 10.04.2026 15:48

Benchmark-IDrun-20260722-161611-227dd8
Tool Usage Standard 1.0Dense31BRuntime: openclaw_cli
ℹ
For context: Diese Plattform nutzt Unified Memory – die "VRAM" ist gemeinsamer System-RAM (APU/Superchip); das Modell teilt sich den Speicher mit dem System.
Points298,00von 2.980,00
Points rate10,00%
Tasks passed16von 16
Total duration9.625,00s
Ranking in the field
49of 51 systems

Harness benchmark · Primary metric: Score rate (%)

This run is better than 0 % of all comparable systems.
Score rate 10 %
-84 % vs Ø 63,1
Tasks passed 16
-79 % vs Ø 77,1
Total duration 9.625,0 s
+493 % vs Ø 1.623,8
Distribution in the field10 – 100 %
Ø 63 Median Dieser Lauf

Wie schlägt sich dieser Benchmark mit anderen Modellen?

Kolibri-1NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20261008-165122-c5dea7
100 %
Qwen3.6-35B-A3B-AWQNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260929-153935-691df9
100 %
Jev-1.13.0Cloud/API: TypeSafe AI (Hardware unbekannt) · run-20260929-091917-060aae
100 %
Qwen3.6-35B-A3B-AWQNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260929-091748-cbe456
100 %
Qwen3.8-27B-Uncensored2× 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260929-091747-e13da0
100 %
Open-Jev-27B-v1.1NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260929-091747-5d8477
100 %
Kolibri-1NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20261008-125923-3f1672
99 %
Qwen3.6-35B-A3B-AWQNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260929-112249-dba0f2
97 %
Kolibri-1NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20261008-125923-43651d
93 %
Kolibri-1NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20261008-125923-5b5304
91 %
Gemma-4-26B-A4B-itNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-05d866
91 %
Devstral-Small-2-24B-Instruct-2512AMD Radeon 8060S Graphics · run-20260722-161611-5f2f86
87 %
Gemma-4-26B-A4B-itAMD Radeon 8060S Graphics · run-20260722-161611-12a767
82 %
MiniMax-M2.53× 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-f6cfe1
81 %
gemma-4-31B-it this runAMD Radeon 8060S Graphics · run-20260722-161611-227dd8
10 %

Aufgaben (16)

TaskStatusPointsDuration
Antwortzeit Testpassed5 / 50610,00 s
Format Testpassed8 / 80349,00 s
Dateisystem Setuppassed12 / 120663,00 s
Daten Generierungpassed15 / 150675,00 s
Parsing + Transformationpassed20 / 200609,00 s
Fehlerbehandlung JSONpassed15 / 150615,00 s
Python Tool Usagepassed22 / 220609,00 s
PHP Tool Usagepassed22 / 220608,00 s
Export + Reimportpassed24 / 240608,00 s
Archivierungpassed18 / 180608,00 s
Hash Berechnungpassed20 / 200608,00 s
Textsuchepassed18 / 180614,00 s
Idempotenz Testpassed22 / 220619,00 s
Rechte Problempassed22 / 220610,00 s
Final JSONpassed25 / 250611,00 s
Finale Ausgabepassed30 / 300609,00 s

Configuration

benchmark-konfiguration — run-20260722-161611-227dd8
# LLM-Benchmark Konfiguration # Modell : gemma-4-31B-it # Run-ID : run-20260722-161611-227dd8 # GPU : AMD Radeon 8060S Graphics # CPU : AMD RYZEN AI MAX+ 395 w/ Radeon 8060S # RAM : 123 GB bench@llm-benchmark:~$ cat benchmark.conf execution_type local
execution_typelocal

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Model comparison

gemma-4-31B-it 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

32224116180,40,001.0322.0653.097Prefill (tok/s)Generation (tok/s)NVIDIA RTX A6000 - 251,1 tok/s Generation, 2.529 tok/s Prefill, TTFT 12.576 ms (30 Laufe)NVIDIA RTX A6000NVIDIA GeForce RTX 3090 Ti - 174,1 tok/s Generation, 821 tok/s Prefill, TTFT 31.157 ms (7 Laufe)NVIDIA GeForce RTX 30...AMD Radeon RX 7900 XTX - 108,0 tok/s Generation, 399 tok/s Prefill, TTFT 62.261 ms (3 Laufe)AMD Radeon RX 7900 XTXAMD Radeon PRO W7900 Dual Slot - 101,9 tok/s Generation, 351 tok/s Prefill, TTFT 52.767 ms (6 Laufe)AMD Radeon PRO W7900 ...AMD Radeon AI PRO R9700 - 24,4 tok/s Generation, 219 tok/s Prefill, TTFT 271 ms (8 Laufe)AMD Radeon AI PRO R97...
NVIDIA RTX A6000 251,1 tok/sNVIDIA GeForce RTX 3090 Ti 174,1 tok/sAMD Radeon RX 7900 XTX 108,0 tok/sAMD Radeon PRO W7900 Dual Slot 101,9 tok/sAMD Radeon AI PRO R9700 24,4 tok/s

CPUby processor

32224216180,60,008241.6482.472Prefill (tok/s)Generation (tok/s)AMD Ryzen Threadripper PRO 7955WX 16-Cores - 251,1 tok/s Generation, 2.043 tok/s Prefill, TTFT 9.985 ms (38 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 5 5600X 6-Core Processor - 174,1 tok/s Generation, 901 tok/s Prefill, TTFT 22.889 ms (6 Laufe)AMD Ryzen 5 5600X 6-C...Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 108,0 tok/s Generation, 399 tok/s Prefill, TTFT 62.261 ms (3 Laufe)Intel(R) Xeon(R) CPU ...AMD Ryzen Threadripper PRO 5975WX 32-Cores - 101,9 tok/s Generation, 351 tok/s Prefill, TTFT 52.767 ms (6 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 9 8945HX with Radeon Graphics - 19,5 tok/s Generation, 339 tok/s Prefill, TTFT 80.766 ms (1 Lauf)AMD Ryzen 9 8945HX wi...
AMD Ryzen Threadripper PRO 7955WX 16-Cores 251,1 tok/sAMD Ryzen 5 5600X 6-Core Processor 174,1 tok/sIntel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 108,0 tok/sAMD Ryzen Threadripper PRO 5975WX 32-Cores 101,9 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 19,5 tok/s

MBby mainboard

32224216180,60,008241.6482.472Prefill (tok/s)Generation (tok/s)ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE - 251,1 tok/s Generation, 2.043 tok/s Prefill, TTFT 9.985 ms (38 Laufe)ASUSTeK COMPUTER INC....ASUSTeK COMPUTER INC. PRIME A520M-K - 174,1 tok/s Generation, 901 tok/s Prefill, TTFT 22.889 ms (6 Laufe)ASUSTeK COMPUTER INC....Dell Inc. PowerEdge R820 - 108,0 tok/s Generation, 399 tok/s Prefill, TTFT 62.261 ms (3 Laufe)Dell Inc. PowerEdge R...ASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI - 101,9 tok/s Generation, 351 tok/s Prefill, TTFT 52.767 ms (6 Laufe)ASUSTeK COMPUTER INC....Meigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) - 19,5 tok/s Generation, 339 tok/s Prefill, TTFT 80.766 ms (1 Lauf)Meigao Innovation Tec...
ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE 251,1 tok/sASUSTeK COMPUTER INC. PRIME A520M-K 174,1 tok/sDell Inc. PowerEdge R820 108,0 tok/sASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI 101,9 tok/sMeigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) 19,5 tok/s

ENGby engine

32224216180,60,001.2272.4543.682Prefill (tok/s)Generation (tok/s)vLLM - 251,1 tok/s Generation, 3.018 tok/s Prefill, TTFT 5.447 ms (22 Laufe)vLLMunbekannt - 174,1 tok/s Generation, 628 tok/s Prefill, TTFT 13.842 ms (10 Laufe)unbekanntllama.cpp - 129,2 tok/s Generation, 650 tok/s Prefill, TTFT 36.282 ms (21 Laufe)llama.cppllm - 19,5 tok/s Generation, 339 tok/s Prefill, TTFT 80.766 ms (1 Lauf)llm
vLLM 251,1 tok/sunbekannt 174,1 tok/sllama.cpp 129,2 tok/sllm 19,5 tok/s

DRVby driver

32224116180,40,006961.3922.089Prefill (tok/s)Generation (tok/s)unbekannt - 251,1 tok/s Generation, 1.716 tok/s Prefill, TTFT 21.997 ms (50 Laufe)unbekanntAMD 7.0.0-27-generic - 24,4 tok/s Generation, 219 tok/s Prefill, TTFT 271 ms (4 Laufe)AMD 7.0.0-27-generic
unbekannt 251,1 tok/sAMD 7.0.0-27-generic 24,4 tok/s
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.