NVIDIA· HOPPER

NVIDIA H100 PCIe 80GB

VRAM
80 GB
FLAGSHIP
BANDWIDTH
2000
GB/S
MODELS Q4
287/331
87%
7B Q4 SPEED
~229
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
~533
TOK/S
7B
~229
TOK/S
14B
~114
TOK/S
32B
~50
TOK/S
70B
~23
TOK/S
▸ SPECIFICATIONS
VRAM
80 GB
BANDWIDTH
2000 GB/s
FP16 COMPUTE
1513 TFLOPS
TDP
350W
MEMORY
HBM2e
ARCHITECTURE
Hopper
CUDA CORES
14,592
TENSOR CORES
456
PCIE
Gen 5 x16
MSRP
$25,000
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
▸ RENT IT IN THE CLOUD

Buying H100 PCIe 80GB 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.

Some links are affiliate links — we may earn a small commission at no extra cost to you. This helps keep FitMyLLM free and independent.

▸ COMPATIBLE MODELS· 287
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
16000
TOK/S · 1% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
12903
TOK/S · 1% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
11852
TOK/S · 1% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
4776
TOK/S · 1% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
4776
TOK/S · 1% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
4776
TOK/S · 1% VRAM
S
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
4638
TOK/S · 1% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
4444
TOK/S · 1% VRAM
S
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
3200
TOK/S · 1% VRAM
S
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
3200
TOK/S · 1% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
3200
TOK/S · 1% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
2817
TOK/S · 1% VRAM
S
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
2667
TOK/S · 1% VRAM
S
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
2067
TOK/S · 1% VRAM
S
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
2000
TOK/S · 1% VRAM
S
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
1778
TOK/S · 1% VRAM
S
Falcon3-1B1B
FALCON·32K CTX· CHAT
1600
TOK/S · 1% VRAM
S
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
1600
TOK/S · 1% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
1455
TOK/S · 1% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
1333
TOK/S · 2% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
1333
TOK/S · 2% VRAM
S
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
1231
TOK/S · 2% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
1231
TOK/S · 2% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
1231
TOK/S · 2% VRAM
S
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
1231
TOK/S · 2% VRAM
S
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
1231
TOK/S · 2% VRAM
S
granite-4.0-h-tiny 6.9B6.9BMoE
GRANITE·128K CTX· CHAT
1067
TOK/S · 6% VRAM
S
Falcon-H1 1.5B1.5B
FALCON·128K CTX· CHAT· CODING
1067
TOK/S · 2% VRAM
S
GPT-2 XL 1.5B1.5B
GPT2·1K CTX· CHAT
1067
TOK/S · 2% VRAM
S
Qwen2.5-Coder-1.5B1.5B
QWEN·32K CTX· CHAT· TOOL_USE· CODING
1067
TOK/S · 2% VRAM
S
Qwen2 Math 1.5B1.5B
QWEN·4K CTX· REASONING
1067
TOK/S · 2% VRAM
S
Qwen 2.5 1.5B1.5B
QWEN·32K CTX· CHAT· CODING
1067
TOK/S · 2% VRAM
S
Yi Coder 1.5B1.5B
YI·125K CTX· CODING
1067
TOK/S · 2% VRAM
S
stablelm-2-1_6b1.6B
STABLELM·4K CTX· CHAT
1000
TOK/S · 2% VRAM
S
Qwen3 1.7B1.7B
QWEN·32K CTX· CHAT· REASONING
941
TOK/S · 2% VRAM
S
SmolLM2 1.7B1.71B
SMOLLM·8K CTX· CHAT
936
TOK/S · 2% VRAM
S
Qwen 1.5 1.8B1.8B
QWEN·32K CTX· CHAT
889
TOK/S · 2% VRAM
S
Moondream2 1.9B1.9B
OTHER·2K CTX· VISION· CHAT
842
TOK/S · 2% VRAM
S
Gemma 1 2B2B
GEMMA·8K CTX· CHAT
800
TOK/S · 2% VRAM
S
Granite 3.0 2B2B
GRANITE·128K CTX· CHAT· CODING
800
TOK/S · 2% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your H100 PCIe 80GB.

▸ DEVICE UNDER TEST

NVIDIA H100 PCIe 80GB80 GB VRAM.

H100 PCIE 80GB SPEC
BRAND
NVIDIA
VRAM
80 GB HBM2e
BANDWIDTH
2000 GB/s
FP16 COMPUTE
1513 TFLOPS
FP32 COMPUTE
51 TFLOPS
CUDA CORES
14,592
TENSOR CORES
456
TDP
350 W
ARCHITECTURE
Hopper
MSRP
$25000
▸ AI CAPABILITY
287/ 331 models @ Q4

With 80 GB VRAM and 2000 GB/s bandwidth, this GPU handles models up to 111B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~229 tok/s.

§ 01TOP MODELS FOR H100 PCIE 80GB
287 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
Command A 111B111B68.3 GB1427.6
GLM 4.5 Air110B67.7 GB13351.0
Qwen 1.5 110B110B67.7 GB1533.4
Llama 4 Scout 17B-16E109B67.1 GB9433.9
Sarvam 105B105B64.7 GB1548.0
Command-R+ 104B104B64.1 GB1552.7
Llama-3.2-90B-Vision-Instruct90B55.5 GB1848.5
Hunyuan A13B80B49.4 GB12381.1
Qwen3-Coder-Next80B49.4 GB53343.0
Qwen2.5-72B72.7B44.9 GB2239.7
Qwen2-VL 72B72.7B44.9 GB2255.5
Qwen 1.5 72B72B44.5 GB2249.7
Qwen2 Math 72B72B44.5 GB2249.7
DeepSeek R1 Distill Llama 70B70.6B43.6 GB2342.4
Llama 3.3 70B70.6B43.6 GB2344.8
Llama 3.1 70B70.6B43.6 GB2333.2
Llama 3 70B70.6B43.6 GB2344.1
Llama-3.1-Nemotron-70B70.6B43.6 GB2343.7
Cogito 70B70B43.3 GB23
Llama 2 70B70B43.3 GB2333.4