Hardware / NVIDIA /RTX 6000 Ada
NVIDIA · GPU

RTX 6000 Ada

Runs 134 models fully in memory, 14 more with CPU offload.

Memory
48 GB
Bandwidth
960 GB/s
Runs
134
01

Specifications

Memory
48 GB

Decides which models fit at all.

Memory bandwidth
960 GB/s

How fast it can read the model. Sets the speed of the reply.

Compute
91.1 TFLOPS

Trillions of half-precision sums a second. Sets how fast it reads a long prompt, not how fast it replies.

Power draw
300 W

At full load, for sizing a power supply.

MSRP
$6,800

What the maker asked for it new. We hold no used or street prices, so this is not what one costs today.

Released
Dec 3, 2022
Architecture
Ada Lovelace
02

What it runs

What is quantisation? →
Granite 4.1 8B8.8B131K123 tok/sFits in memoryQwen3.6 35B A3B36B131K306 tok/sFits in memoryGemma 4 26B A4B25.8B66K230 tok/sFits in memoryQwen3.5-9B9.7B262K131 tok/sFits in memoryNemotron 3 Nano 30B A3B31.6B262K306 tok/sFits in memoryMinistral 3 8B 25128.9B262K121 tok/sFits in memoryMinistral 3 3B 25123.8B131K190 tok/sFits in memorygpt-oss-safeguard-20b21.5B131K299 tok/sFits in memoryGranite 4.0 Micro3.2B66K226 tok/sFits in memoryQwen3 VL 8B Thinking8.8B131K123 tok/sFits in memoryQwen3 VL 30B A3B Thinking31.1B131K306 tok/sFits in memoryUI-TARS 7B8.3B66K130 tok/sFits in memoryLlama 3.2 3B Instruct3.2B131K337 tok/sFits in memoryQwen3.5-35B-A3B36B262K359 tok/sFits in memoryQwen3 VL 8B Instruct8.8B262K123 tok/sFits in memoryQwen3 VL 30B A3B Instruct31.1B66K205 tok/sFits in memoryQwen3 30B A3B Thinking 250730.5B66K205 tok/sFits in memoryQwen3 Coder 30B A3B Instruct30.5B66K205 tok/sFits in memoryQwen3 30B A3B Instruct 250730.5B262K359 tok/sFits in memoryQwen3 8B8.2B131K155 tok/sFits in memoryGemma 3 4B4.3B131K251 tok/sFits in memoryLlama 3.1 8B Instruct8B131K158 tok/sFits in memoryGranite 4.2 8B8.8B131K123 tok/sFits in memoryNemotron 3.5 Content Safety4.3B131K251 tok/sFits in memoryGemma 3n 4B7.8B33K138 tok/sFits in memoryLlama 3.2 1B Instruct1.2B33K900 tok/sFits in memoryQwen2.5 7B Instruct7.6B33K142 tok/sFits in memoryLlama Guard 4 12B12B262K106 tok/sFits in memoryGemma 3 12B12.2B131K104 tok/sFits in memoryRocinante 12B12.2B66K104 tok/sFits in memoryMistral Nemo12.2B131K104 tok/sFits in memoryReka Edge7.1B16K152 tok/sFits in memoryMinistral 3 14B 251213.9B131K91 tok/sFits in memoryUnslopNemo 12B12.2B33K104 tok/sFits in memoryQwen3 14B14.8B131K86 tok/sFits in memoryLlama 3 8B Lunaris8B8K135 tok/sFits in memoryHy-MT2-1.8B2B8K538 tok/sFits in memoryHy-MT2-30B-A3B30.1B8K306 tok/sFits in memoryHy-MT2-7B8B8K135 tok/sFits in memoryPhi 414.7B16K86 tok/sFits in memoryMythoMax 13B13B8K97 tok/sFits in memoryReka Flash 320.9B66K61 tok/sFits in memoryCydonia 24B V4.123.6B131K54 tok/sFits in memoryUncensored24B66K53 tok/sFits in memoryMistral Small 3.2 24B24B131K53 tok/sFits in memoryMistral Small 3.1 24B24B66K53 tok/sFits in memoryGemma 3 27B27.4B262K46 tok/sFits in memoryReMM SLERP 13B13B4K97 tok/sFits in memoryTernary Bonsai 2 27B27B262K47 tok/sFits in memoryQwen3.5-27B27.8B66K46 tok/sFits in memoryQwen3.6 27B27.8B66K46 tok/sFits in memoryMuse Glimmer 30B29.8B131K43 tok/sFits in memoryQwen3.8 27B27.8B66K46 tok/sFits in memoryOlmo 3 32B Think32.2B66K39 tok/sFits in memoryQwen3 32B32.8B66K39 tok/sFits in memoryMistral Small 323.6B33K54 tok/sFits in memoryGLM 4.7 Flash31.2B66K35 tok/sFits in memoryQwen3 VL 32B Instruct33.4B66K38 tok/sFits in memoryNemotron 3.5 Lightning31.6B262K34 tok/sFits in memoryNex-N2-Mini35.1B262K31 tok/sFits in memoryLaguna XS 2.133.4B131K32 tok/sFits in memoryNex-N2.5-Mini35.1B262K31 tok/sFits in memoryVoxtral Small 24B 250724.3B16K52 tok/sFits in memoryQwen2.5 Coder 32B Instruct32.8B33K39 tok/sFits in memorySkyfall 36B V236.9B33K34 tok/sFits in memoryGemma 4 31B31.3B16K41 tok/sFits in memoryGemma 2 27B27.2B8K47 tok/sFits in memory
Speech models it runs67 modelsTranscription and speech models that fit in memory. Throughput figures for a transcription model come from its text decoder, so treat this as a fit answer rather than a speed one.
Niagara 19m Batch.en20M36141 tok/sFits in memoryNiagara 38m Batch.en38M19022 tok/sFits in memoryHiggs Audio v3 8b STT v28.9B142 tok/sFits in memoryHiggs Audio v3 STT2.7B268 tok/sFits in memoryCohere Transcribe 03 20262.1B344 tok/sFits in memoryDistil Large v3.50.8B904 tok/sFits in memoryLite Whisper Large v3 Acc1.4B771 tok/sFits in memoryOwsm CTC v3.1 1B1.1B1152 tok/sFits in memoryOwsm CTC v3.2 ft 1B1B723 tok/sFits in memoryOwsm CTC v4 1B1B1267 tok/sFits in memoryHubert Large Ls960 ft0.3B2259 tok/sFits in memoryMMS 1b All1B1080 tok/sFits in memoryWav2vec2 Large 960h Lv60 Self0.3B2259 tok/sFits in memoryHojo ASR V15.2B209 tok/sFits in memoryGranite 4.0 1b Speech2.3B314 tok/sFits in memoryGranite Speech 3.3 2b3B422 tok/sFits in memoryGranite Speech 3.3 8b8.6B147 tok/sFits in memoryGranite Speech 4.1 2b2.3B551 tok/sFits in memoryGranite Speech 4.1 2b NAR2.3B551 tok/sFits in memorySTT 2.6b en2.6B487 tok/sFits in memoryPhi 4 Multimodal Instruct5.6B131K129 tok/sFits in memoryVibeVoice ASR HF8.3B130 tok/sFits in memoryVoxtral Mini 3B 25074.7B154 tok/sFits in memoryVoxtral Mini 4B Realtime 26024.4B164 tok/sFits in memoryCanary 180m Flash0.2B5999 tok/sFits in memoryCanary 1b1B723 tok/sFits in memoryCanary 1b Flash0.8B904 tok/sFits in memoryCanary 1b v21B723 tok/sFits in memoryCanary Qwen 2.5b2.6B278 tok/sFits in memoryNemotron 3.5 ASR Streaming 0.6b0.6B1205 tok/sFits in memoryNemotron Speech Streaming en 0.6b0.6B1205 tok/sFits in memoryParakeet CTC 0.6b0.6B2111 tok/sFits in memoryParakeet CTC 1.1b1.1B657 tok/sFits in memoryParakeet RNNT 0.6b0.6B1205 tok/sFits in memoryParakeet RNNT 1.1b1.1B1152 tok/sFits in memoryParakeet TDT CTC 110m0.1B6571 tok/sFits in memoryParakeet TDT 0.6b v20.6B1800 tok/sFits in memoryParakeet TDT 0.6b v30.6B1205 tok/sFits in memoryParakeet TDT 1.1b1.1B657 tok/sFits in memoryNyra Health CrisperWhisper1.6B452 tok/sFits in memoryWhisper Large v31.5B720 tok/sFits in memoryWhisper Large v3 Turbo0.8B1584 tok/sFits in memoryMOSS Transcribe Diarize0.9B803 tok/sFits in memoryQwen3 ASR 0.6B0.9B1408 tok/sFits in memoryQwen3 ASR 0.6B HF0.8B1584 tok/sFits in memoryQwen3 ASR 1.7B2.3B470 tok/sFits in memoryQwen3 ASR 1.7B HF2B361 tok/sFits in memoryZipformer cr CTC Transducer XL 290M0.3B3723 tok/sFits in memoryZipformer Transducer XL 290M0.3B2493 tok/sFits in memoryASR Conformer Largescaleasr0.5B2639 tok/sFits in memoryGLM ASR Nano 25122.3B470 tok/sFits in memoryGranite Speech 5.0 470m Turboctc0.5B2160 tok/sFits in memoryGranite Speech 5.0 470m Turboctc nc0.5B2534 tok/sFits in memoryFun ASR Nano 2512 HF0.8B1584 tok/sFits in memoryGemma 4 E2B it5.1B142 tok/sFits in memoryGemma 4 E4B it8B131K135 tok/sFits in memoryNiagara 9m Batch.en9M80314 tok/sFits in memoryNiagara 84m Batch.en84M15081 tok/sFits in memoryARK ASR 0.6B1.3B33K975 tok/sFits in memoryARK ASR 3B4.1B33K309 tok/sFits in memoryAudio8 ASR 0.1B0.3B33K2409 tok/sFits in memoryMOSS Transcribe Preview 2B2.4B33K528 tok/sFits in memoryGemma 4 12B it12B106 tok/sFits in memoryMoonshine Streaming Medium0.3B4K4223 tok/sFits in memoryMoonshine Streaming Small0.1B4K7228 tok/sFits in memoryMoonshine Streaming Tiny0B4Kno speed estimateFits in memoryMoonshine Tiny0B194no speed estimateFits in memory
Runs only by spilling into system memory14 modelsThese load, but part of the weights sits in ordinary system memory, which is far slower than the chip.
Too large for this device76 modelsThe weights do not fit even with part of them offloaded to system memory. Closest calls first.
Nemotron 3 Super124B—no speed estimateToo largeGLM 4.5V108B—no speed estimateToo largeLlama 4 Scout109B—no speed estimateToo largeGLM 4.5 Air111B—no speed estimateToo largeCommand A111B—no speed estimateToo largeLaguna S 2.1118B—no speed estimateToo largegpt-oss-120b120B—no speed estimateToo largeMistral Small 4119B—no speed estimateToo largeDevstral 2 2512125B—no speed estimateToo largeMixtral 8x22B Instruct141B—no speed estimateToo largeGLM 4.6V108B—no speed estimateToo largeLing-2.6-flash107B—no speed estimateToo largeQwen3.5-122B-A10B125B—no speed estimateToo largeMistral Medium 3.5128B—no speed estimateToo largeLing-3.0-flash128B—no speed estimateToo largeMiniMax M2.7229B—no speed estimateToo largeStep 3.5 Flash199B—no speed estimateToo largeQwen3 VL 235B A22B Thinking236B—no speed estimateToo largeStep 3.7 Flash201B—no speed estimateToo largeMiniMax M2.5229B—no speed estimateToo largeDeepSeek V4 Flash291B—no speed estimateToo largeGLM 5.3 Flash321B—no speed estimateToo largeHy3299B—no speed estimateToo largeGLM 4.5358B—no speed estimateToo largeLaguna M.1226B—no speed estimateToo largeNex-N2-Pro397B—no speed estimateToo largeNex-N2.5-Pro397B—no speed estimateToo largeMiniMax M2.1229B—no speed estimateToo largeMiniMax M2229B—no speed estimateToo largeQwen3 235B A22B Thinking 2507235B—no speed estimateToo largeQwen3 235B A22B Instruct 2507235B—no speed estimateToo largeQwen3 VL 235B A22B Instruct236B—no speed estimateToo largeGLM 4.6357B—no speed estimateToo largeGLM 4.7358B—no speed estimateToo largeMiniMax M3427B—no speed estimateToo largeInkling Small266B—no speed estimateToo largeTrinity Large Thinking399B—no speed estimateToo largeJamba Large 1.7399B—no speed estimateToo largeHermes 4 405B406B—no speed estimateToo largeHy3 preview299B—no speed estimateToo largeDeepSeek V4 Flash Vision Exp305B—no speed estimateToo largeMiniMax M1456B—no speed estimateToo largeMiMo-V2.5311B—no speed estimateToo largeNemotron 3 Ultra561B—no speed estimateToo largeQwen3 Coder 480B A35B480B—no speed estimateToo largeLlama 4 Maverick402B—no speed estimateToo largeQwen3.5 397B A17B403B—no speed estimateToo largeHermes 3 405B Instruct406B—no speed estimateToo largeERNIE 4.5 VL 424B A47B424B—no speed estimateToo largeGLM 5.1754B—no speed estimateToo largeGLM 5.2753B—no speed estimateToo largeMiniMax-01456B—no speed estimateToo largeR1 0528685B—no speed estimateToo largeDeepSeek V3685B—no speed estimateToo largeDeepSeek V3.1685B—no speed estimateToo largeGLM 5754B—no speed estimateToo largeDeepSeek V4.1 Flash763B—no speed estimateToo largeMiMo-V2.5-Pro1T—no speed estimateToo largeKimi K2 07111T—no speed estimateToo largeRing-2.6-1T1T—no speed estimateToo largeLing-2.6-1T1T—no speed estimateToo largeKimi K2.7 Code1.1T—no speed estimateToo largeDeepSeek V3.1 Terminus685B—no speed estimateToo largeDeepSeek V3 0324685B—no speed estimateToo largeDeepSeek V3.2685B—no speed estimateToo largeDeepSeek V3.2 Exp685B—no speed estimateToo largeKimi K2 Thinking1.1T—no speed estimateToo largeKimi K2.61.1T—no speed estimateToo largeKimi K2.51.1T—no speed estimateToo largeHy4 preview780B—no speed estimateToo largeInkling952B—no speed estimateToo largeKimi K2 09051T—no speed estimateToo largeQwen3.8 2.4T A95B2.4T—no speed estimateToo largeKimi K32.8T—no speed estimateToo largeDeepSeek V4 Pro1.6T—no speed estimateToo largeLongCat 2.01.8T—no speed estimateToo large

224 models have a verdict on this device: 134 fit in memory, 14 spill into system memory and 76 are too large. Every one of them is on this page.

03

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