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Showing 72 XPUs • 4 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 B200NVIDIA GeForce RTX 5080NVIDIA GeForce RTX 4090AMD MI300A
ArchitectureBlackwellBlackwellAda LovelaceCDNA 3
Form FactorSXMPCIePCIeOAM
VRAM192 GB16 GB24 GB128 GB
Memory Bandwidth8,000 GB/s960 GB/s1,008 GB/s5,300 GB/s
TFLOPs (FP32)9056.2882.6122.6
TFLOPs (FP16)2,250112.6165.2980.6
TFLOPs2,250112.6165.2980.6
TFLOPs (FP8)4,500———
TDP1000 W360 W450 W760 W
Launch DateMar 2024Jan 2025Oct 2022Dec 2023

Efficiency Metrics

MetricB200GeForce RTX 5080GeForce RTX 4090MI300A
TFLOPs per Watt (FP32-eq)1.130.160.180.65
Memory Bandwidth per GB41.7 GB/s60.0 GB/s42.0 GB/s41.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA B200

NVIDIA GeForce RTX 5080
Compute (FP32-eq)
19.98x
Need 19.98x GeForce RTX 5080
FP32 Compute
1.60x
Need 1.60x GeForce RTX 5080
VRAM
12.00x
Need 12.00x GeForce RTX 5080
Memory Bandwidth
8.33x
Need 8.33x GeForce RTX 5080
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 MI300A
Compute (FP32-eq)
2.29x
Need 2.29x MI300A
FP32 Compute
0.73x
MI300A is 1.36x faster
VRAM
1.50x
Need 1.50x MI300A
Memory Bandwidth
1.51x
Need 1.51x MI300A

To match 1x NVIDIA GeForce RTX 5080

NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 19.98x faster
FP32 Compute
0.63x
B200 is 1.60x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.12x
B200 has 8.33x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.68x
GeForce RTX 4090 is 1.47x faster
FP32 Compute
0.68x
GeForce RTX 4090 is 1.47x faster
VRAM
0.67x
GeForce RTX 4090 has 1.50x more
Memory Bandwidth
0.95x
GeForce RTX 4090 has 1.05x more
AMD MI300A
Compute (FP32-eq)
0.11x
MI300A is 8.71x faster
FP32 Compute
0.46x
MI300A is 2.18x faster
VRAM
0.13x
MI300A has 8.00x more
Memory Bandwidth
0.18x
MI300A has 5.52x more

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
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
1.47x
Need 1.47x GeForce RTX 5080
FP32 Compute
1.47x
Need 1.47x GeForce RTX 5080
VRAM
1.50x
Need 1.50x GeForce RTX 5080
Memory Bandwidth
1.05x
Need 1.05x GeForce RTX 5080
AMD MI300A
Compute (FP32-eq)
0.17x
MI300A is 5.94x faster
FP32 Compute
0.67x
MI300A is 1.48x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.19x
MI300A has 5.26x more

To match 1x AMD MI300A

NVIDIA B200
Compute (FP32-eq)
0.44x
B200 is 2.29x faster
FP32 Compute
1.36x
Need 1.36x B200
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.66x
B200 has 1.51x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
8.71x
Need 8.71x GeForce RTX 5080
FP32 Compute
2.18x
Need 2.18x GeForce RTX 5080
VRAM
8.00x
Need 8.00x GeForce RTX 5080
Memory Bandwidth
5.52x
Need 5.52x GeForce RTX 5080
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
5.94x
Need 5.94x GeForce RTX 4090
FP32 Compute
1.48x
Need 1.48x GeForce RTX 4090
VRAM
5.33x
Need 5.33x GeForce RTX 4090
Memory Bandwidth
5.26x
Need 5.26x GeForce RTX 4090

Pricing

Price TypeB200GeForce RTX 5080GeForce RTX 4090MI300A
CAPEX (Street Price)$70,000———
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$62———