Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs4 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 TFLOPs

AWS

Inferentia2

190 TFLOPs

AWS

Trainium

190 TFLOPs

AWS

Trainium2

680 TFLOPs

Baidu

Kunlun II

Biren Technology

BR100

Cambricon

MLU370

256 TFLOPs

Cerebras

WSE-3

Enflame Technology

CloudBlazer T20

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 TFLOPs

Graphcore

Bow IPU

Graphcore

IPU-M2000

Groq

LPU Inference Engine

Huawei

Ascend 910B

Iluvatar CoreX

BI-V150

300 TFLOPs

Intel

Data Center GPU Max 1100

177 TFLOPs

Intel

Data Center GPU Max 1550

419 TFLOPs

Intel Habana

Gaudi 2

432 TFLOPs

Intel Habana

Gaudi 3

1,835 TFLOPs

Meta

MTIA v1

Microsoft

Maia 100

700 TFLOPs

Moore Threads

MTT S80

NVIDIA

A10

125 TFLOPs

NVIDIA

A100 SXM

312 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 TFLOPs

Rebellions

ATOM

SambaNova

SN40L

Tenstorrent

Grayskull

200 TFLOPs

Tenstorrent

Wormhole

364 TFLOPs

Multi-Metric Comparison

Relative performance across 5 key metrics (normalized to 100 = best in comparison)

Compute Performance (BF16)

Memory Capacity

Power Consumption

Power Efficiency

Specifications

SpecificationNVIDIA A100 SXMAWS Inferentia2NVIDIA GeForce RTX 5070NVIDIA GB200 Superchip
ArchitectureAmpereInferentia Gen2BlackwellBlackwell
Form FactorSXMPCIeSXM
VRAM80 GB32 GB12 GB384 GB
Memory Bandwidth2,039 GB/s672 GB/s8,000 GB/s
TFLOPs (FP32)19.530.890
TFLOPs (FP16)31261.65,000
TFLOPs31219061.65,000
TFLOPs (FP8)
TDP400 W150 W250 W2700 W
Launch DateMay 2020Nov 2022Feb 2025Mar 2024

Efficiency Metrics

MetricA100 SXMInferentia2GeForce RTX 5070GB200 Superchip
TFLOPs per Watt (FP32-eq)0.390.630.120.93
Memory Bandwidth per GB25.5 GB/s56.0 GB/s20.8 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x NVIDIA A100 SXM

AWS Inferentia2
Compute (FP32-eq)
1.64x
Need 1.64x Inferentia2
VRAM
2.50x
Need 2.50x Inferentia2
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
5.06x
Need 5.06x GeForce RTX 5070
FP32 Compute
0.63x
GeForce RTX 5070 is 1.58x faster
VRAM
6.67x
Need 6.67x GeForce RTX 5070
Memory Bandwidth
3.03x
Need 3.03x GeForce RTX 5070
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.06x
GB200 Superchip is 16.03x faster
FP32 Compute
0.22x
GB200 Superchip is 4.62x faster
VRAM
0.21x
GB200 Superchip has 4.80x more
Memory Bandwidth
0.25x
GB200 Superchip has 3.92x more

To match 1x AWS Inferentia2

NVIDIA A100 SXM
Compute (FP32-eq)
0.61x
A100 SXM is 1.64x faster
VRAM
0.40x
A100 SXM has 2.50x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
3.08x
Need 3.08x GeForce RTX 5070
VRAM
2.67x
Need 2.67x GeForce RTX 5070
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 26.32x faster
VRAM
0.08x
GB200 Superchip has 12.00x more

To match 1x NVIDIA GeForce RTX 5070

NVIDIA A100 SXM
Compute (FP32-eq)
0.20x
A100 SXM is 5.06x faster
FP32 Compute
1.58x
Need 1.58x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.33x
A100 SXM has 3.03x more
AWS Inferentia2
Compute (FP32-eq)
0.32x
Inferentia2 is 3.08x faster
VRAM
0.38x
Inferentia2 has 2.67x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 81.17x faster
FP32 Compute
0.34x
GB200 Superchip is 2.92x faster
VRAM
0.03x
GB200 Superchip has 32.00x more
Memory Bandwidth
0.08x
GB200 Superchip has 11.90x more

To match 1x NVIDIA GB200 Superchip

NVIDIA A100 SXM
Compute (FP32-eq)
16.03x
Need 16.03x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
4.80x
Need 4.80x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
AWS Inferentia2
Compute (FP32-eq)
26.32x
Need 26.32x Inferentia2
VRAM
12.00x
Need 12.00x Inferentia2
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
81.17x
Need 81.17x GeForce RTX 5070
FP32 Compute
2.92x
Need 2.92x GeForce RTX 5070
VRAM
32.00x
Need 32.00x GeForce RTX 5070
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 5070

Pricing

Price TypeA100 SXMInferentia2GeForce RTX 5070GB200 Superchip
CAPEX (Street Price)$15,000
OPEX (per hour)$4.05/hr
Price per TFLOPs (FP32-eq)$96