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 B200AMD MI300XNVIDIA GeForce RTX 4090AMD Radeon PRO W7900
ArchitectureBlackwellCDNA 3Ada LovelaceRDNA 3
Form FactorSXMOAMPCIePCIe
VRAM192 GB192 GB24 GB48 GB
Memory Bandwidth8,000 GB/s5,300 GB/s1,008 GB/s864 GB/s
TFLOPs (FP32)9016382.661
TFLOPs (FP16)2,2501,307165.2122
TFLOPs2,2501,307165.2122
TFLOPs (FP8)4,5002,614
TDP1000 W750 W450 W295 W
Launch DateMar 2024Dec 2023Oct 2022Apr 2023

Efficiency Metrics

MetricB200MI300XGeForce RTX 4090Radeon PRO W7900
TFLOPs per Watt (FP32-eq)1.130.870.180.21
Memory Bandwidth per GB41.7 GB/s27.6 GB/s42.0 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA B200

AMD MI300X
Compute (FP32-eq)
1.72x
Need 1.72x MI300X
FP32 Compute
0.55x
MI300X is 1.81x faster
VRAM
1.00x
MI300X has 1.00x more
Memory Bandwidth
1.51x
Need 1.51x MI300X
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
13.62x
Need 13.62x GeForce RTX 4090
FP32 Compute
1.09x
Need 1.09x GeForce RTX 4090
VRAM
8.00x
Need 8.00x GeForce RTX 4090
Memory Bandwidth
7.94x
Need 7.94x GeForce RTX 4090
AMD Radeon PRO W7900
Compute (FP32-eq)
18.44x
Need 18.44x Radeon PRO W7900
FP32 Compute
1.48x
Need 1.48x Radeon PRO W7900
VRAM
4.00x
Need 4.00x Radeon PRO W7900
Memory Bandwidth
9.26x
Need 9.26x Radeon PRO W7900

To match 1x AMD MI300X

NVIDIA B200
Compute (FP32-eq)
0.58x
B200 is 1.72x faster
FP32 Compute
1.81x
Need 1.81x B200
VRAM
1.00x
B200 has 1.00x more
Memory Bandwidth
0.66x
B200 has 1.51x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
7.91x
Need 7.91x GeForce RTX 4090
FP32 Compute
1.97x
Need 1.97x GeForce RTX 4090
VRAM
8.00x
Need 8.00x GeForce RTX 4090
Memory Bandwidth
5.26x
Need 5.26x GeForce RTX 4090
AMD Radeon PRO W7900
Compute (FP32-eq)
10.71x
Need 10.71x Radeon PRO W7900
FP32 Compute
2.67x
Need 2.67x Radeon PRO W7900
VRAM
4.00x
Need 4.00x Radeon PRO W7900
Memory Bandwidth
6.13x
Need 6.13x Radeon PRO W7900

To match 1x NVIDIA GeForce RTX 4090

NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 13.62x faster
FP32 Compute
0.92x
B200 is 1.09x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.13x
B200 has 7.94x more
AMD MI300X
Compute (FP32-eq)
0.13x
MI300X is 7.91x faster
FP32 Compute
0.51x
MI300X is 1.97x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.19x
MI300X has 5.26x more
AMD Radeon PRO W7900
Compute (FP32-eq)
1.35x
Need 1.35x Radeon PRO W7900
FP32 Compute
1.35x
Need 1.35x Radeon PRO W7900
VRAM
0.50x
Radeon PRO W7900 has 2.00x more
Memory Bandwidth
1.17x
Need 1.17x Radeon PRO W7900

To match 1x AMD Radeon PRO W7900

NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.44x faster
FP32 Compute
0.68x
B200 is 1.48x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.11x
B200 has 9.26x more
AMD MI300X
Compute (FP32-eq)
0.09x
MI300X is 10.71x faster
FP32 Compute
0.37x
MI300X is 2.67x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.16x
MI300X has 6.13x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.74x
GeForce RTX 4090 is 1.35x faster
FP32 Compute
0.74x
GeForce RTX 4090 is 1.35x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.86x
GeForce RTX 4090 has 1.17x more

Pricing

Price TypeB200MI300XGeForce RTX 4090Radeon PRO W7900
CAPEX (Street Price)$70,000$35,000
OPEX (per hour)$10.40/hr
Price per TFLOPs (FP32-eq)$62$54