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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 H200 SXMNVIDIA B200AWS TrainiumNVIDIA GeForce RTX 4060 Ti
ArchitectureHopperBlackwellInferentia/TrainiumAda Lovelace
Form FactorSXMSXM—PCIe
VRAM141 GB192 GB32 GB8 GB
Memory Bandwidth4,800 GB/s8,000 GB/s—288 GB/s
TFLOPs (FP32)6790—22.1
TFLOPs (FP16)1,9792,250—44.2
TFLOPs1,9792,25019044.2
TFLOPs (FP8)3,9584,500——
TDP700 W1000 W200 W160 W
Launch DateNov 2023Mar 2024Nov 2021May 2023

Efficiency Metrics

MetricH200 SXMB200TrainiumGeForce RTX 4060 Ti
TFLOPs per Watt (FP32-eq)1.411.130.470.14
Memory Bandwidth per GB34.0 GB/s41.7 GB/s—36.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA H200 SXM

NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.73x
B200 has 1.36x more
Memory Bandwidth
0.60x
B200 has 1.67x more
AWS Trainium
Compute (FP32-eq)
10.42x
Need 10.42x Trainium
VRAM
4.41x
Need 4.41x Trainium
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
44.77x
Need 44.77x GeForce RTX 4060 Ti
FP32 Compute
3.03x
Need 3.03x GeForce RTX 4060 Ti
VRAM
17.63x
Need 17.63x GeForce RTX 4060 Ti
Memory Bandwidth
16.67x
Need 16.67x GeForce RTX 4060 Ti

To match 1x NVIDIA B200

NVIDIA H200 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H200 SXM
FP32 Compute
1.34x
Need 1.34x H200 SXM
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.67x
Need 1.67x H200 SXM
AWS Trainium
Compute (FP32-eq)
11.84x
Need 11.84x Trainium
VRAM
6.00x
Need 6.00x Trainium
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
50.90x
Need 50.90x GeForce RTX 4060 Ti
FP32 Compute
4.07x
Need 4.07x GeForce RTX 4060 Ti
VRAM
24.00x
Need 24.00x GeForce RTX 4060 Ti
Memory Bandwidth
27.78x
Need 27.78x GeForce RTX 4060 Ti

To match 1x AWS Trainium

NVIDIA H200 SXM
Compute (FP32-eq)
0.10x
H200 SXM is 10.42x faster
VRAM
0.23x
H200 SXM has 4.41x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 11.84x faster
VRAM
0.17x
B200 has 6.00x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
4.30x
Need 4.30x GeForce RTX 4060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 4060 Ti

To match 1x NVIDIA GeForce RTX 4060 Ti

NVIDIA H200 SXM
Compute (FP32-eq)
0.02x
H200 SXM is 44.77x faster
FP32 Compute
0.33x
H200 SXM is 3.03x faster
VRAM
0.06x
H200 SXM has 17.63x more
Memory Bandwidth
0.06x
H200 SXM has 16.67x more
NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 50.90x faster
FP32 Compute
0.25x
B200 is 4.07x faster
VRAM
0.04x
B200 has 24.00x more
Memory Bandwidth
0.04x
B200 has 27.78x more
AWS Trainium
Compute (FP32-eq)
0.23x
Trainium is 4.30x faster
VRAM
0.25x
Trainium has 4.00x more

Pricing

Price TypeH200 SXMB200TrainiumGeForce RTX 4060 Ti
CAPEX (Street Price)$40,000$70,000——
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$40$62——