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Mistral AI

Codestral-22B-v0.122B

Benchmarkprofil und veröffentlichte Ergebnisse.

Dense22B
Einordnung im Feld

Bestwerte im Vergleich

Beste Messwerte dieses Modells gegen Minimum, Durchschnitt und Maximum aller veröffentlichten Systeme.

Generation641,4 tok/s
Min 0,1Ø 429,9Max 2.491,2
Ueber dem Durchschnitt · 218 Systeme im Feld
Prefill6.719 tok/s
Min 7Ø 4.548Max 37.116
Ueber dem Durchschnitt · 218 Systeme im Feld
Time to First Token673 ms
Min 119Ø 65.147Max 328.995
Ueber dem Durchschnitt · 218 Systeme im Feld
Performanceprofil

Durchsatz nach Hardware & Engine

Jede Blase steht für eine GPU, CPU bzw. Engine – die Position zeigt Prompt-Verarbeitung (X) und Ausgabe-Geschwindigkeit (Y), die Blasengröße die Anzahl der Messläufe.

GPUnach Grafikkarte

8296224152070,002.6575.3147.970Prefill (tok/s)Generation (tok/s)NVIDIA GeForce RTX 5090 - 641,4 tok/s Generation, 5.824 tok/s Prefill, TTFT 7.096 ms (3 Laufe)NVIDIA GeForce RTX 50...NVIDIA RTX PRO 6000 Blackwell Workstation Edition - 629,5 tok/s Generation, 5.700 tok/s Prefill, TTFT 6.905 ms (3 Laufe)NVIDIA RTX PRO 6000 B...NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition - 559,4 tok/s Generation, 6.460 tok/s Prefill, TTFT 8.205 ms (9 Laufe)NVIDIA RTX PRO 6000 B...NVIDIA GeForce RTX 3090 Ti - 325,2 tok/s Generation, 2.975 tok/s Prefill, TTFT 8.460 ms (9 Laufe)NVIDIA GeForce RTX 30...AMD Radeon AI PRO R9700 - 201,5 tok/s Generation, 2.324 tok/s Prefill, TTFT 14.356 ms (15 Laufe)AMD Radeon AI PRO R97...NVIDIA RTX A6000 - 187,0 tok/s Generation, 2.823 tok/s Prefill, TTFT 7.615 ms (18 Laufe)NVIDIA RTX A6000AMD Radeon PRO W7900 Dual Slot - 147,5 tok/s Generation, 1.589 tok/s Prefill, TTFT 10.455 ms (18 Laufe)AMD Radeon PRO W7900 ...AMD Radeon PRO W7800 48GB - 127,7 tok/s Generation, 1.065 tok/s Prefill, TTFT 13.671 ms (6 Laufe)AMD Radeon PRO W7800 ...NVIDIA GB10 - 80,0 tok/s Generation, 1.200 tok/s Prefill, TTFT 150 ms (1 Lauf)NVIDIA GB10NVIDIA GeForce RTX 5070 Ti - 62,9 tok/s Generation, 994 tok/s Prefill, TTFT 64.942 ms (3 Laufe)NVIDIA GeForce RTX 50...Intel Arc Pro B70 - 23,6 tok/s Generation, 300 tok/s Prefill, TTFT 7.630 ms (2 Laufe)Intel Arc Pro B70NVIDIA Tesla P100 PCIe 16GB - 22,2 tok/s Generation, 224 tok/s Prefill, TTFT 35.995 ms (2 Laufe)NVIDIA Tesla P100 PCI...
NVIDIA GeForce RTX 5090 641,4 tok/sNVIDIA RTX PRO 6000 Blackwell Workstation Edition 629,5 tok/sNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 559,4 tok/sNVIDIA GeForce RTX 3090 Ti 325,2 tok/sAMD Radeon AI PRO R9700 201,5 tok/sNVIDIA RTX A6000 187,0 tok/sAMD Radeon PRO W7900 Dual Slot 147,5 tok/sAMD Radeon PRO W7800 48GB 127,7 tok/sNVIDIA GB10 80,0 tok/sNVIDIA GeForce RTX 5070 Ti 62,9 tok/sIntel Arc Pro B70 23,6 tok/sNVIDIA Tesla P100 PCIe 16GB 22,2 tok/s

CPUnach Prozessor

8296224152070,002.6545.3097.963Prefill (tok/s)Generation (tok/s)AMD Ryzen 7 5800X3D 8-Core Processor - 641,4 tok/s Generation, 5.824 tok/s Prefill, TTFT 7.096 ms (3 Laufe)AMD Ryzen 7 5800X3D 8...AMD Ryzen 9 9950X 16-Core Processor - 629,5 tok/s Generation, 4.575 tok/s Prefill, TTFT 5.216 ms (4 Laufe)AMD Ryzen 9 9950X 16-...AMD Ryzen Threadripper PRO 9965WX 24-Cores - 559,4 tok/s Generation, 6.460 tok/s Prefill, TTFT 8.205 ms (9 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 9 8945HX with Radeon Graphics - 325,2 tok/s Generation, 2.907 tok/s Prefill, TTFT 14.580 ms (3 Laufe)AMD Ryzen 9 8945HX wi...AMD Ryzen 5 5600X 6-Core Processor - 277,9 tok/s Generation, 3.010 tok/s Prefill, TTFT 5.401 ms (6 Laufe)AMD Ryzen 5 5600X 6-C...AMD Ryzen Threadripper PRO 7955WX 16-Cores - 201,5 tok/s Generation, 2.596 tok/s Prefill, TTFT 10.679 ms (33 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 5975WX 32-Cores - 147,5 tok/s Generation, 1.406 tok/s Prefill, TTFT 17.224 ms (27 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 9 7945HX with Radeon Graphics - 23,6 tok/s Generation, 262 tok/s Prefill, TTFT 21.813 ms (4 Laufe)AMD Ryzen 9 7945HX wi...
AMD Ryzen 7 5800X3D 8-Core Processor 641,4 tok/sAMD Ryzen 9 9950X 16-Core Processor 629,5 tok/sAMD Ryzen Threadripper PRO 9965WX 24-Cores 559,4 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 325,2 tok/sAMD Ryzen 5 5600X 6-Core Processor 277,9 tok/sAMD Ryzen Threadripper PRO 7955WX 16-Cores 201,5 tok/sAMD Ryzen Threadripper PRO 5975WX 32-Cores 147,5 tok/sAMD Ryzen 9 7945HX with Radeon Graphics 23,6 tok/s

ENGnach Engine

79160942824664,51.7992.2402.6803.120Prefill (tok/s)Generation (tok/s)llama.cpp - 641,4 tok/s Generation, 2.821 tok/s Prefill, TTFT 13.357 ms (79 Laufe)llama.cppvLLM - 277,9 tok/s Generation, 2.613 tok/s Prefill, TTFT 5.336 ms (3 Laufe)vLLMunbekannt - 214,1 tok/s Generation, 2.099 tok/s Prefill, TTFT 3.660 ms (7 Laufe)unbekannt
llama.cpp 641,4 tok/svLLM 277,9 tok/sunbekannt 214,1 tok/s
Durchsatz & Latenz

Performancebenchmark

Messwert:
#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
641,39 tok/s TG
Prefill 6.716 · TTFT 15.676 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
2Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
629,49 tok/s TG
Prefill 6.861 · TTFT 15.390 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
3Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
559,41 tok/s TG
Prefill 9.986 · TTFT 16.664 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
4Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
547,92 tok/s TG
Prefill 8.153 · TTFT 16.930 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
5Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
455,34 tok/s TG
Prefill 5.365 · TTFT 21.481 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
6Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
350,14 tok/s TG
Prefill 6.541 · TTFT 4.589 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
7Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
346,65 tok/s TG
Prefill 6.719 · TTFT 4.938 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
8Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
325,20 tok/s TG
Prefill 3.507 · TTFT 31.980 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
9Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
306,90 tok/s TG
Prefill 10.683 · TTFT 4.930 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
10Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
301,60 tok/s TG
Prefill 6.192 · TTFT 5.565 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
11Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
277,86 tok/s TG
Prefill 3.781 · TTFT 10.183 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMvLLMvllmAWQ
12Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
258,32 tok/s TG
Prefill 5.049 · TTFT 6.208 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
13Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
214,10 tok/s TG
Prefill 4.633 · TTFT 8.462 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMllamacpp
14Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
201,46 tok/s TG
Prefill 3.877 · TTFT 48.219 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
15Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,80 tok/s TG
Prefill 5.019 · TTFT 46.235 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
16Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
187,04 tok/s TG
Prefill 4.177 · TTFT 15.498 ms
10×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
17Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
184,33 tok/s TG
Prefill 2.857 · TTFT 5.676 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMvLLMvllmAWQ
18Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
182,92 tok/s TG
Prefill 4.049 · TTFT 17.792 ms
10×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
19Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
181,91 tok/s TG
Prefill 2.336 · TTFT 55.212 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
20Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
181,88 tok/s TG
Prefill 4.310 · TTFT 15.943 ms
10×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
21Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
180,91 tok/s TG
Prefill 4.113 · TTFT 19.821 ms
10×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
22Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
178,38 tok/s TG
Prefill 3.257 · TTFT 10.368 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
23Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
169,10 tok/s TG
Prefill 2.088 · TTFT 14.428 ms
10×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ4_K_M
24Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
147,45 tok/s TG
Prefill 1.813 · TTFT 17.552 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawIQ4_XS
25Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
134,52 tok/s TG
Prefill 1.360 · TTFT 24.430 ms
10×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
26Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
133,11 tok/s TG
Prefill 1.768 · TTFT 18.406 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
27Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,71 tok/s TG
Prefill 1.369 · TTFT 22.194 ms
10×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ4_K_M
28Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,28 tok/s TG
Prefill 1.097 · TTFT 28.208 ms
10×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ8_0
29Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
125,21 tok/s TG
Prefill 3.410 · TTFT 4.809 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMllamacpp
30Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
123,66 tok/s TG
Prefill 2.453 · TTFT 6.575 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawIQ4_XS
31Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
123,33 tok/s TG
Prefill 1.762 · TTFT 18.471 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
32Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
111,50 tok/s TG
Prefill 1.387 · TTFT 11.441 ms
5×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
33Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
110,27 tok/s TG
Prefill 3.206 · TTFT 4.680 ms
5×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
34Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
107,89 tok/s TG
Prefill 3.707 · TTFT 13.889 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
35Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
107,79 tok/s TG
Prefill 2.159 · TTFT 13.896 ms
10×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ8_0
36Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
107,69 tok/s TG
Prefill 4.844 · TTFT 12.709 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
37Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
107,24 tok/s TG
Prefill 3.566 · TTFT 4.706 ms
5×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
38Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
102,55 tok/s TG
Prefill 2.042 · TTFT 15.214 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
39Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
102,38 tok/s TG
Prefill 1.243 · TTFT 27.006 ms
10×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
40Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
101,58 tok/s TG
Prefill 2.196 · TTFT 16.679 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
41Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
96,24 tok/s TG
Prefill 4.036 · TTFT 673 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
42Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
94,15 tok/s TG
Prefill 3.697 · TTFT 735 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
43Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
92,09 tok/s TG
Prefill 2.810 · TTFT 6.013 ms
5×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ4_K_M
44Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
88,16 tok/s TG
Prefill 5.077 · TTFT 543 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
45Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
88,03 tok/s TG
Prefill 4.755 · TTFT 577 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
46Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
86,63 tok/s TG
Prefill 1.851 · TTFT 8.111 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
47Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
84,31 tok/s TG
Prefill 2.202 · TTFT 7.548 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
48Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
81,08 tok/s TG
Prefill 2.880 · TTFT 951 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ4_K_M
49Codestral-22B-v0.122BMistral AI Performancebenchmark
80,00 tok/s TG
Prefill 1.200 · TTFT 150 ms
8×NVIDIA GB10 (DGX Spark)AMD Ryzen 9 9950X 16-Core Processor · 128 GB RAMvLLMvllm
50Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
79,07 tok/s TG
Prefill 3.492 · TTFT 4.570 ms
5×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
51Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,52 tok/s TG
Prefill 1.067 · TTFT 13.620 ms
5×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ8_0
52Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,13 tok/s TG
Prefill 3.562 · TTFT 4.610 ms
5×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
53Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
75,70 tok/s TG
Prefill 2.480 · TTFT 6.056 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
54Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
75,59 tok/s TG
Prefill 1.180 · TTFT 12.748 ms
5×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
55Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
73,35 tok/s TG
Prefill 2.444 · TTFT 6.039 ms
5×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ8_0
56Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
62,88 tok/s TG
Prefill 1.114 · TTFT 148.957 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
57Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
61,43 tok/s TG
Prefill 1.440 · TTFT 10.139 ms
5×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ4_K_M
58Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
57,55 tok/s TG
Prefill 1.941 · TTFT 1.402 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMllamacpp
59Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
57,45 tok/s TG
Prefill 1.958 · TTFT 1.391 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
60Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,38 tok/s TG
Prefill 1.437 · TTFT 1.875 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMvllm
61Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,20 tok/s TG
Prefill 886 · TTFT 3.072 ms
1×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
62Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
44,74 tok/s TG
Prefill 1.399 · TTFT 1.944 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawIQ4_XS
63Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
44,54 tok/s TG
Prefill 1.774 · TTFT 1.537 ms
1×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
64Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
44,46 tok/s TG
Prefill 1.769 · TTFT 1.542 ms
1×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
65Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
38,80 tok/s TG
Prefill 1.733 · TTFT 1.574 ms
1×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ4_K_M
66Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
37,75 tok/s TG
Prefill 1.478 · TTFT 1.835 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
67Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
34,87 tok/s TG
Prefill 1.172 · TTFT 41.913 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
68Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,47 tok/s TG
Prefill 810 · TTFT 3.810 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
69Codestral-22B-v0.122BMistral AI Performancebenchmark
33,47 tok/s TG
Prefill 810 · TTFT 3.810 ms
1×3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMgodclawQ4_K_M
70Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,21 tok/s TG
Prefill 1.329 · TTFT 2.051 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
71Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,14 tok/s TG
Prefill 2.208 · TTFT 1.231 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
72Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
32,94 tok/s TG
Prefill 2.803 · TTFT 969 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
73Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
31,54 tok/s TG
Prefill 806 · TTFT 3.373 ms
1×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ4_K_M
74Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
28,18 tok/s TG
Prefill 791 · TTFT 3.443 ms
1×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
75Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,75 tok/s TG
Prefill 1.266 · TTFT 2.148 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
76Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,69 tok/s TG
Prefill 1.241 · TTFT 2.193 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
77Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,68 tok/s TG
Prefill 1.289 · TTFT 3.106 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
78Codestral-22B-v0.122BMistral AI Performancebenchmark
27,68 tok/s TG
Prefill 1.289 · TTFT 3.106 ms
1×3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMgodclawQ4_K_M
79Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,55 tok/s TG
Prefill 607 · TTFT 4.493 ms
1×2x AMD Radeon PRO W7800 48GBAMD Ryzen Threadripper PRO 5975WX 32-Cores · 62 GB RAMllama.cppgodclawQ8_0
80Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,31 tok/s TG
Prefill 1.876 · TTFT 1.453 ms
1×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
81Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,30 tok/s TG
Prefill 1.859 · TTFT 1.467 ms
1×2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ8_0
82Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
25,47 tok/s TG
Prefill 1.170 · TTFT 2.158 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
83Codestral-22B-v0.122BMistral AI Performancebenchmark
25,47 tok/s TG
Prefill 1.170 · TTFT 2.158 ms
1×3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMgodclawQ4_K_M
84Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,95 tok/s TG
Prefill 1.821 · TTFT 1.498 ms
1×NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cliQ8_0
85Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,64 tok/s TG
Prefill 281 · TTFT 6.718 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cliQ4_K_M
86Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,18 tok/s TG
Prefill 319 · TTFT 8.542 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cliQ4_K_M
87Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
22,24 tok/s TG
Prefill 263 · TTFT 57.267 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_M
88Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
13,51 tok/s TG
Prefill 185 · TTFT 14.723 ms
1×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_M
89Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,98 tok/s TG
Prefill 695 · TTFT 3.957 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
Agent- & Chat-Bewertung

Harnessbenchmark

Noch keine Harnessbenchmarks fuer dieses Modell.