NVIDIA· TURING

NVIDIA Quadro RTX 8000 Passive

VRAM
48 GB
FLAGSHIP
BANDWIDTH
624
GB/S
MODELS Q4
263/331
79%
7B Q4 SPEED
~71
BLAZING
▸ MODEL COVERAGE @ Q479% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B
~166
TOK/S
7B
~71
TOK/S
14B
~36
TOK/S
32B
~16
TOK/S
70B
~7
TOK/S
▸ SPECIFICATIONS
VRAM
48 GB
BANDWIDTH
624 GB/s
FP16 COMPUTE
29.9 TFLOPS
TDP
260W
MEMORY
GDDR6
ARCHITECTURE
Turing
CUDA CORES
4,608
TENSOR CORES
576
PCIE
Gen 3 x16
211
FAST MODELS · >30 TOK/S
Real-time chat speed
261
USABLE · >10 TOK/S
Comfortable for all tasks
263
TOTAL COMPATIBLE
Fit in VRAM at Q4
▸ RENT IT IN THE CLOUD

Buying Quadro RTX 8000 Passive costs $15–$40k and isn’t practical for most teams. Spin one up by the hour instead:

Spin up in ~60s. Pay by the second. Cancel anytime.

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▸ COMPATIBLE MODELS· 263
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
4992
TOK/S · 1% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
4026
TOK/S · 1% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
3698
TOK/S · 1% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
1490
TOK/S · 1% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
1490
TOK/S · 1% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
1490
TOK/S · 1% VRAM
S
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
1447
TOK/S · 1% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
1387
TOK/S · 1% VRAM
S
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
998
TOK/S · 2% VRAM
S
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
998
TOK/S · 2% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
998
TOK/S · 2% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
879
TOK/S · 2% VRAM
S
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
832
TOK/S · 2% VRAM
S
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
645
TOK/S · 2% VRAM
S
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
624
TOK/S · 2% VRAM
S
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
555
TOK/S · 2% VRAM
S
Falcon3-1B1B
FALCON·32K CTX· CHAT
499
TOK/S · 2% VRAM
S
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
499
TOK/S · 2% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
454
TOK/S · 2% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
416
TOK/S · 3% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
416
TOK/S · 3% VRAM
S
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
384
TOK/S · 3% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
384
TOK/S · 3% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
384
TOK/S · 3% VRAM
S
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
384
TOK/S · 3% VRAM
S
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
384
TOK/S · 3% VRAM
S
granite-4.0-h-tiny 6.9B6.9BMoE
GRANITE·128K CTX· CHAT
333
TOK/S · 10% VRAM
S
Falcon-H1 1.5B1.5B
FALCON·128K CTX· CHAT· CODING
333
TOK/S · 3% VRAM
S
GPT-2 XL 1.5B1.5B
GPT2·1K CTX· CHAT
333
TOK/S · 3% VRAM
S
Qwen2.5-Coder-1.5B1.5B
QWEN·32K CTX· CHAT· TOOL_USE· CODING
333
TOK/S · 3% VRAM
S
Qwen2 Math 1.5B1.5B
QWEN·4K CTX· REASONING
333
TOK/S · 3% VRAM
S
Qwen 2.5 1.5B1.5B
QWEN·32K CTX· CHAT· CODING
333
TOK/S · 3% VRAM
S
Yi Coder 1.5B1.5B
YI·125K CTX· CODING
333
TOK/S · 3% VRAM
S
stablelm-2-1_6b1.6B
STABLELM·4K CTX· CHAT
312
TOK/S · 3% VRAM
S
Qwen3 1.7B1.7B
QWEN·32K CTX· CHAT· REASONING
294
TOK/S · 3% VRAM
S
SmolLM2 1.7B1.71B
SMOLLM·8K CTX· CHAT
292
TOK/S · 3% VRAM
S
Qwen 1.5 1.8B1.8B
QWEN·32K CTX· CHAT
277
TOK/S · 3% VRAM
S
Moondream2 1.9B1.9B
OTHER·2K CTX· VISION· CHAT
263
TOK/S · 3% VRAM
S
Gemma 1 2B2B
GEMMA·8K CTX· CHAT
250
TOK/S · 4% VRAM
S
Granite 3.0 2B2B
GRANITE·128K CTX· CHAT· CODING
250
TOK/S · 4% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your Quadro RTX 8000 Passive.

▸ DEVICE UNDER TEST

NVIDIA Quadro RTX 8000 Passive48 GB VRAM.

QUADRO RTX 8000 PASSIVE SPEC
BRAND
NVIDIA
VRAM
48 GB GDDR6
BANDWIDTH
624 GB/s
FP16 COMPUTE
29.9 TFLOPS
FP32 COMPUTE
14.9 TFLOPS
CUDA CORES
4,608
TENSOR CORES
576
TDP
260 W
ARCHITECTURE
Turing
▸ AI CAPABILITY
263/ 331 models @ Q4

With 48 GB VRAM and 624 GB/s bandwidth, this GPU handles models up to 66B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~71 tok/s.

§ 01TOP MODELS FOR QUADRO RTX 8000 PASSIVE
263 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
OPT 66B66B40.8 GB8
LLaMA 1 65B65.2B40.3 GB842.6
Jamba 1.5 Mini 52B51.6B32.0 GB4224.2
Kimi-Linear-48B-A3B48B29.8 GB16626.6
Nemotron-H 47B47B29.2 GB1184.6
Mixtral-8x7B46.7B29.0 GB3818.8
Nous-Hermes-2-Mixtral-8x7B-DPO46.7B29.0 GB3827.4
Dolphin 2.6 Mixtral 8x7B46.7B29.0 GB3823.8
Phi-3.5 MoE 42B41.9B26.1 GB7656.7
Falcon 40B40B24.9 GB1220.9
Qwen3.5-35B-A3B36B22.5 GB1448.5
c4ai-command-r-v01 35B35B21.9 GB1427.5
Qwen 3.5 35B A3B35B21.9 GB16653.3
Qwen 3.6 35B A3B35B21.9 GB16662.7
Nous Capybara 34B34.4B21.5 GB1542.0
Yi-1.5 34B34.4B21.5 GB1545.3
Falcon-H1 34B34B21.3 GB1566.1
CodeLlama 34B34B21.3 GB1525.4
Nous Hermes 2 34B34B21.3 GB1547.0
Phind CodeLlama 34B34B21.3 GB1568.1