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Contributed byMario AlkaGoogle

Gemma-4-26B-A4B-it

Harness benchmark · measured on 13.04.2026 23:11

Benchmark-IDrun-20260722-161611-78ff78
Tool Usage Standard 1.0MoE26BRuntime: 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.
Points2.197,00von 2.980,00
Points rate73,73%
Tasks passed16von 16
Total duration375,00s
Ranking in the field
This GPUAll GPUs
9of 30 systems

Harness benchmark · Primary metric: Score rate (%)

This run is better than 72 % of all comparable systems.
Score rate 74 %
+35 % vs Ø 54,4
Tasks passed 16
-14 % vs Ø 18,6
Total duration 375,0 s
-84 % vs Ø 2.395,9
Distribution in the field10 – 91 %
Ø 54 Median Dieser Lauf

Wie schlägt sich dieser Benchmark mit anderen Modellen?

Hardware

GPU: AMD Radeon 8060S Graphics
CPU: AMD RYZEN AI MAX+ 395 w/ Radeon 8060S
RAM: 31 GB
Mainboard: Bosgame AXB35-02 (BeyondMax Series)

Setup

Runtime: openclaw_cli
Quantization: -
Model: Gemma-4-26B-A4B-it

Aufgaben (16)

TaskStatusPointsDuration
Antwortzeit Testpassed41 / 503,00 s
Format Testpassed70 / 804,00 s
Dateisystem Setuppassed106 / 1206,00 s
Daten Generierungpassed132 / 1508,00 s
Parsing + Transformationpassed166 / 20017,00 s
Fehlerbehandlung JSONpassed114 / 15016,00 s
Python Tool Usagepassed125 / 22043,00 s
PHP Tool Usagepassed183 / 22017,00 s
Export + Reimportpassed204 / 24020,00 s
Archivierungpassed164 / 1806,00 s
Hash Berechnungpassed178 / 2009,00 s
Textsuchepassed23 / 18058,00 s
Idempotenz Testpassed22 / 220142,00 s
Rechte Problempassed200 / 2209,00 s
Final JSONpassed235 / 2506,00 s
Finale Ausgabepassed234 / 30011,00 s

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Model comparison

Gemma-4-26B-A4B-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

2.0501.5371.0255120,004.7339.46614.199Prefill (tok/s)Generation (tok/s)NVIDIA RTX PRO 6000 Blackwell Workstation Edition - 1.589,1 tok/s Generation, 6.148 tok/s Prefill, TTFT 3.731 ms (3 Laufe)NVIDIA RTX PRO 6000 B...NVIDIA GeForce RTX 5090 - 1.540,5 tok/s Generation, 4.006 tok/s Prefill, TTFT 4.749 ms (3 Laufe)NVIDIA GeForce RTX 50...NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition - 1.479,9 tok/s Generation, 7.172 tok/s Prefill, TTFT 3.769 ms (9 Laufe)NVIDIA RTX PRO 6000 B...NVIDIA GeForce RTX 5070 Ti - 1.009,0 tok/s Generation, 3.578 tok/s Prefill, TTFT 5.953 ms (3 Laufe)NVIDIA GeForce RTX 50...NVIDIA GeForce RTX 3090 Ti - 926,2 tok/s Generation, 3.438 tok/s Prefill, TTFT 4.863 ms (6 Laufe)NVIDIA GeForce RTX 30...NVIDIA RTX A6000 - 841,8 tok/s Generation, 11.528 tok/s Prefill, TTFT 1.992 ms (36 Laufe)NVIDIA RTX A6000AMD Radeon PRO W7800 48GB - 247,3 tok/s Generation, 2.619 tok/s Prefill, TTFT 3.357 ms (8 Laufe)AMD Radeon PRO W7800 ...AMD Radeon 8060S Graphics - 79,5 tok/s Generation, 533 tok/s Prefill, TTFT 9.976 ms (9 Laufe) | DIESER LAUF★ AMD Radeon 8060S Grap...
NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.589,1 tok/sNVIDIA GeForce RTX 5090 1.540,5 tok/sNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 1.479,9 tok/sNVIDIA GeForce RTX 5070 Ti 1.009,0 tok/sNVIDIA GeForce RTX 3090 Ti 926,2 tok/sNVIDIA RTX A6000 841,8 tok/sAMD Radeon PRO W7800 48GB 247,3 tok/s★ AMD Radeon 8060S Graphics 79,5 tok/s this run

CPUby processor

2.0501.5371.0255120,004.7339.46614.199Prefill (tok/s)Generation (tok/s)AMD Ryzen 9 9950X 16-Core Processor - 1.589,1 tok/s Generation, 6.148 tok/s Prefill, TTFT 3.731 ms (3 Laufe)AMD Ryzen 9 9950X 16-...AMD Ryzen 7 5800X3D 8-Core Processor - 1.540,5 tok/s Generation, 4.006 tok/s Prefill, TTFT 4.749 ms (3 Laufe)AMD Ryzen 7 5800X3D 8...AMD Ryzen Threadripper PRO 9965WX 24-Cores - 1.479,9 tok/s Generation, 7.172 tok/s Prefill, TTFT 3.769 ms (9 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 5975WX 32-Cores - 1.009,0 tok/s Generation, 2.880 tok/s Prefill, TTFT 4.065 ms (11 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 9 8945HX with Radeon Graphics - 926,2 tok/s Generation, 3.620 tok/s Prefill, TTFT 6.478 ms (3 Laufe)AMD Ryzen 9 8945HX wi...AMD Ryzen Threadripper PRO 7955WX 16-Cores - 841,8 tok/s Generation, 11.528 tok/s Prefill, TTFT 1.992 ms (36 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 5 5600X 6-Core Processor - 397,2 tok/s Generation, 3.255 tok/s Prefill, TTFT 3.248 ms (3 Laufe)AMD Ryzen 5 5600X 6-C...AMD RYZEN AI MAX+ 395 w/ Radeon 8060S - 79,5 tok/s Generation, 533 tok/s Prefill, TTFT 9.976 ms (9 Laufe) | DIESER LAUF★ AMD RYZEN AI MAX+ 395...
AMD Ryzen 9 9950X 16-Core Processor 1.589,1 tok/sAMD Ryzen 7 5800X3D 8-Core Processor 1.540,5 tok/sAMD Ryzen Threadripper PRO 9965WX 24-Cores 1.479,9 tok/sAMD Ryzen Threadripper PRO 5975WX 32-Cores 1.009,0 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 926,2 tok/sAMD Ryzen Threadripper PRO 7955WX 16-Cores 841,8 tok/sAMD Ryzen 5 5600X 6-Core Processor 397,2 tok/s★ AMD RYZEN AI MAX+ 395 w/ Radeon 8060S 79,5 tok/s this run

MBby mainboard

2.0571.5431.0295140,004.4018.80113.202Prefill (tok/s)Generation (tok/s)ASUSTeK COMPUTER INC. ProArt X870E-CREATOR WIFI - 1.589,1 tok/s Generation, 6.148 tok/s Prefill, TTFT 3.731 ms (3 Laufe)ASUSTeK COMPUTER INC....ASUSTeK COMPUTER INC. ROG STRIX B550-A GAMING - 1.540,5 tok/s Generation, 4.006 tok/s Prefill, TTFT 4.749 ms (3 Laufe)ASUSTeK COMPUTER INC....ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE - 1.479,9 tok/s Generation, 10.657 tok/s Prefill, TTFT 2.347 ms (45 Laufe)ASUSTeK COMPUTER INC....ASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI - 1.009,0 tok/s Generation, 2.880 tok/s Prefill, TTFT 4.065 ms (11 Laufe)ASUSTeK COMPUTER INC....Meigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) - 926,2 tok/s Generation, 3.620 tok/s Prefill, TTFT 6.478 ms (3 Laufe)Meigao Innovation Tec...ASUSTeK COMPUTER INC. PRIME A520M-K - 397,2 tok/s Generation, 3.255 tok/s Prefill, TTFT 3.248 ms (3 Laufe)ASUSTeK COMPUTER INC....Meigao Innovation Technology (Shen Zhen) Co., Ltd SHWSA (MS-S1 MAX) - 42,2 tok/s Generation, 71 tok/s Prefill, TTFT 609 ms (1 Lauf)Meigao Innovation Tec...Bosgame AXB35-02 (BeyondMax Series) - 79,5 tok/s Generation, 591 tok/s Prefill, TTFT 11.147 ms (8 Laufe) | DIESER LAUF★ Bosgame AXB35-02 (Bey...
ASUSTeK COMPUTER INC. ProArt X870E-CREATOR WIFI 1.589,1 tok/sASUSTeK COMPUTER INC. ROG STRIX B550-A GAMING 1.540,5 tok/sASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE 1.479,9 tok/sASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI 1.009,0 tok/sMeigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) 926,2 tok/sASUSTeK COMPUTER INC. PRIME A520M-K 397,2 tok/s★ Bosgame AXB35-02 (BeyondMax Series) 79,5 tok/s this runMeigao Innovation Technology (Shen Zhen) Co., Ltd SHWSA (MS-S1 MAX) 42,2 tok/s

ENGby engine

1.9861.4909934970,007.33614.67222.007Prefill (tok/s)Generation (tok/s)llama.cpp - 1.589,1 tok/s Generation, 4.207 tok/s Prefill, TTFT 4.943 ms (55 Laufe)llama.cppvLLM - 841,8 tok/s Generation, 18.105 tok/s Prefill, TTFT 695 ms (18 Laufe)vLLMunbekannt - 397,2 tok/s Generation, 2.459 tok/s Prefill, TTFT 2.588 ms (4 Laufe)unbekannt
llama.cpp 1.589,1 tok/svLLM 841,8 tok/sunbekannt 397,2 tok/s

DRVby driver

2.0571.5431.0295140,003.0806.1599.239Prefill (tok/s)Generation (tok/s)unbekannt - 1.589,1 tok/s Generation, 7.461 tok/s Prefill, TTFT 3.870 ms (76 Laufe)unbekanntROCm 7.2.0 - 42,2 tok/s Generation, 71 tok/s Prefill, TTFT 609 ms (1 Lauf)ROCm 7.2.0
unbekannt 1.589,1 tok/sROCm 7.2.0 42,2 tok/s
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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.