▸ NVIDIA· HOPPER

NVIDIA H800 PCIe 80 GB

VRAM

80 GB

FLAGSHIP

BANDWIDTH

2040

GB/S

MODELS Q4

287/331

87%

7B Q4 SPEED

~233

BLAZING

▸ MODEL COVERAGE @ Q487% OF ALL

▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B

~544

TOK/S

7B

~233

TOK/S

14B

~117

TOK/S

32B

~51

TOK/S

70B

~23

TOK/S

▸ SPECIFICATIONS

VRAM

80 GB

BANDWIDTH

2040 GB/s

FP16 COMPUTE

204.9 TFLOPS

TDP

350W

MEMORY

HBM2e

ARCHITECTURE

Hopper

CUDA CORES

14,592

TENSOR CORES

456

PCIE

Gen 5 x16

265

FAST MODELS · >30 TOK/S

Real-time chat speed

287

USABLE · >10 TOK/S

Comfortable for all tasks

287

TOTAL COMPATIBLE

Fit in VRAM at Q4

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▸ COMPATIBLE MODELS· 287

nomic-embed-text-v1.5 100M0.1B

EMBEDDING·8K CTX· CHAT

TOK/S · 1% VRAM

GPT-2 124M0.124B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

SmolLM2 135M0.135B

SMOLLM·2K CTX· CHAT

TOK/S · 1% VRAM

bge-large-en-v1.5 335M0.335B

EMBEDDING·1K CTX· CHAT

TOK/S · 1% VRAM

mxbai-embed-large-v10.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 1% VRAM

Snowflake Arctic Embed L0.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 1% VRAM

GPT-2 Medium 345M0.345B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

SmolLM2 360M0.36B

SMOLLM·8K CTX· CHAT

TOK/S · 1% VRAM

Falcon-H1 0.5B0.5B

FALCON·128K CTX· CHAT

TOK/S · 1% VRAM

Qwen 1.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 1% VRAM

Qwen 2.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 1% VRAM

EMBEDDING·8K CTX· EMBEDDING

TOK/S · 1% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 1% VRAM

GPT-2 Large 774M0.774B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

Qwen 3.5 0.8B0.8B

QWEN·256K CTX· CHAT· CODING· MULTILINGUAL

TOK/S · 1% VRAM

Qwen3.5-0.8B0.9B

QWEN·256K CTX· CHAT

TOK/S · 1% VRAM

FALCON·32K CTX· CHAT

TOK/S · 1% VRAM

INTERNLM·32K CTX· CHAT

TOK/S · 1% VRAM

TinyLlama 1.1B1.1B

LLAMA·2K CTX· CHAT

TOK/S · 1% VRAM

LFM2.5-1.2B-Thinking1.2B

LFM·122K CTX· CHAT· REASONING· TOOL_USE

TOK/S · 2% VRAM

Llama-3.2-1B1.2B

LLAMA·4K CTX· CHAT

TOK/S · 2% VRAM

DeepSeek Coder 1.3B1.3B

DEEPSEEK·16K CTX· CODING

TOK/S · 2% VRAM

EXAONE-4.0-1.2B1.3B

EXAONE·64K CTX· CHAT

TOK/S · 2% VRAM

OPT·2K CTX· CHAT

TOK/S · 2% VRAM

PHI·2K CTX· CODING

TOK/S · 2% VRAM

Phi-1.5 1.3B1.3B

PHI·2K CTX· CHAT· CODING

TOK/S · 2% VRAM

granite-4.0-h-tiny 6.9B6.9BMoE

GRANITE·128K CTX· CHAT

TOK/S · 6% VRAM

Falcon-H1 1.5B1.5B

FALCON·128K CTX· CHAT· CODING

TOK/S · 2% VRAM

GPT-2 XL 1.5B1.5B

GPT2·1K CTX· CHAT

TOK/S · 2% VRAM

Qwen2.5-Coder-1.5B1.5B

QWEN·32K CTX· CHAT· TOOL_USE· CODING

TOK/S · 2% VRAM

Qwen2 Math 1.5B1.5B

QWEN·4K CTX· REASONING

TOK/S · 2% VRAM

Qwen 2.5 1.5B1.5B

QWEN·32K CTX· CHAT· CODING

TOK/S · 2% VRAM

Yi Coder 1.5B1.5B

YI·125K CTX· CODING

TOK/S · 2% VRAM

stablelm-2-1_6b1.6B

STABLELM·4K CTX· CHAT

TOK/S · 2% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 2% VRAM

SmolLM2 1.7B1.71B

SMOLLM·8K CTX· CHAT

TOK/S · 2% VRAM

Qwen 1.5 1.8B1.8B

QWEN·32K CTX· CHAT

TOK/S · 2% VRAM

Moondream2 1.9B1.9B

OTHER·2K CTX· VISION· CHAT

TOK/S · 2% VRAM

GEMMA·8K CTX· CHAT

TOK/S · 2% VRAM

Granite 3.0 2B2B

GRANITE·128K CTX· CHAT· CODING

TOK/S · 2% VRAM

▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your H800 PCIe 80 GB.

▸Find models for H800 PCIe 80 GB Compare with other GPUs

▸ DEVICE UNDER TEST

NVIDIA H800 PCIe 80 GB — 80 GB VRAM.

▸ H800 PCIE 80 GB SPEC

BRAND: NVIDIA
VRAM: 80 GB HBM2e
BANDWIDTH: 2040 GB/s
FP16 COMPUTE: 204.9 TFLOPS
FP32 COMPUTE: 51.2 TFLOPS
CUDA CORES: 14,592
TENSOR CORES: 456
TDP: 350 W
ARCHITECTURE: Hopper

▸ AI CAPABILITY

287/ 331 models @ Q4

With 80 GB VRAM and 2040 GB/s bandwidth, this GPU handles models up to 111B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~233 tok/s.

§ 01TOP MODELS FOR H800 PCIE 80 GB

287 FIT · SHOWING 20

MODEL	SIZE	VRAM Q4	TOK/S	AVG
Command A 111B	111B	68.3 GB	15	27.6
GLM 4.5 Air	110B	67.7 GB	136	51.0
Qwen 1.5 110B	110B	67.7 GB	15	33.4
Llama 4 Scout 17B-16E	109B	67.1 GB	96	33.9
Sarvam 105B	105B	64.7 GB	16	48.0
Command-R+ 104B	104B	64.1 GB	16	52.7
Llama-3.2-90B-Vision-Instruct	90B	55.5 GB	18	48.5
Hunyuan A13B	80B	49.4 GB	126	81.1
Qwen3-Coder-Next	80B	49.4 GB	544	43.0
Qwen2.5-72B	72.7B	44.9 GB	22	39.7
Qwen2-VL 72B	72.7B	44.9 GB	22	55.5
Qwen 1.5 72B	72B	44.5 GB	23	49.7
Qwen2 Math 72B	72B	44.5 GB	23	49.7
DeepSeek R1 Distill Llama 70B	70.6B	43.6 GB	23	42.4
Llama 3.3 70B	70.6B	43.6 GB	23	44.8
Llama 3.1 70B	70.6B	43.6 GB	23	33.2
Llama 3 70B	70.6B	43.6 GB	23	44.1
Llama-3.1-Nemotron-70B	70.6B	43.6 GB	23	43.7
Cogito 70B	70B	43.3 GB	23	—
Llama 2 70B	70B	43.3 GB	23	33.4