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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 H100 SXMNVIDIA H100 PCIeNVIDIA GeForce RTX 4090
ArchitectureBlackwellHopperHopperAda Lovelace
Form FactorSXMSXMPCIePCIe
VRAM192 GB80 GB80 GB24 GB
Memory Bandwidth8,000 GB/s3,350 GB/s2,000 GB/s1,008 GB/s
TFLOPs (FP32)90675182.6
TFLOPs (FP16)2,2501,9791,513165.2
TFLOPs2,2501,9791,513165.2
TFLOPs (FP8)4,5003,958——
TDP1000 W700 W350 W450 W
Launch DateMar 2024Sep 2022Sep 2022Oct 2022

Efficiency Metrics

MetricB200H100 SXMH100 PCIeGeForce RTX 4090
TFLOPs per Watt (FP32-eq)1.131.412.160.18
Memory Bandwidth per GB41.7 GB/s41.9 GB/s25.0 GB/s42.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA B200

NVIDIA H100 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H100 SXM
FP32 Compute
1.34x
Need 1.34x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
2.39x
Need 2.39x H100 SXM
NVIDIA H100 PCIe
Compute (FP32-eq)
1.49x
Need 1.49x H100 PCIe
FP32 Compute
1.76x
Need 1.76x H100 PCIe
VRAM
2.40x
Need 2.40x H100 PCIe
Memory Bandwidth
4.00x
Need 4.00x H100 PCIe
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

To match 1x NVIDIA H100 SXM

NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.42x
B200 has 2.39x more
NVIDIA H100 PCIe
Compute (FP32-eq)
1.31x
Need 1.31x H100 PCIe
FP32 Compute
1.31x
Need 1.31x H100 PCIe
VRAM
1.00x
H100 PCIe has 1.00x more
Memory Bandwidth
1.68x
Need 1.68x H100 PCIe
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
11.98x
Need 11.98x GeForce RTX 4090
FP32 Compute
0.81x
GeForce RTX 4090 is 1.23x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
3.32x
Need 3.32x GeForce RTX 4090

To match 1x NVIDIA H100 PCIe

NVIDIA B200
Compute (FP32-eq)
0.67x
B200 is 1.49x faster
FP32 Compute
0.57x
B200 is 1.76x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.25x
B200 has 4.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.76x
H100 SXM is 1.31x faster
FP32 Compute
0.76x
H100 SXM is 1.31x faster
VRAM
1.00x
H100 SXM has 1.00x more
Memory Bandwidth
0.60x
H100 SXM has 1.68x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
9.16x
Need 9.16x GeForce RTX 4090
FP32 Compute
0.62x
GeForce RTX 4090 is 1.62x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
1.98x
Need 1.98x GeForce RTX 4090

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 H100 SXM
Compute (FP32-eq)
0.08x
H100 SXM is 11.98x faster
FP32 Compute
1.23x
Need 1.23x H100 SXM
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.30x
H100 SXM has 3.32x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.11x
H100 PCIe is 9.16x faster
FP32 Compute
1.62x
Need 1.62x H100 PCIe
VRAM
0.30x
H100 PCIe has 3.33x more
Memory Bandwidth
0.50x
H100 PCIe has 1.98x more

Pricing

Price TypeB200H100 SXMH100 PCIeGeForce RTX 4090
CAPEX (Street Price)$70,000$30,000——
OPEX (per hour)—$3.50/hr——
Price per TFLOPs (FP32-eq)$62$30——