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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 A40NVIDIA GB200 SuperchipNVIDIA GeForce RTX 4090Baidu Kunlun II
ArchitectureAmpereBlackwellAda LovelaceKunlun Core
Form FactorPCIeSXMPCIe—
VRAM48 GB384 GB24 GB32 GB
Memory Bandwidth696 GB/s8,000 GB/s1,008 GB/s—
TFLOPs (FP32)37.49082.6—
TFLOPs (FP16)1505,000165.2256
TFLOPs1505,000165.2—
TFLOPs (FP8)————
TDP300 W2700 W450 W200 W
Launch DateOct 2020Mar 2024Oct 2022Aug 2021

Efficiency Metrics

MetricA40GB200 SuperchipGeForce RTX 4090Kunlun II
TFLOPs per Watt (FP32-eq)0.250.930.18—
Memory Bandwidth per GB14.5 GB/s20.8 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 A40

NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 33.33x faster
FP32 Compute
0.42x
GB200 Superchip is 2.41x faster
VRAM
0.13x
GB200 Superchip has 8.00x more
Memory Bandwidth
0.09x
GB200 Superchip has 11.49x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.91x
GeForce RTX 4090 is 1.10x faster
FP32 Compute
0.45x
GeForce RTX 4090 is 2.21x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.69x
GeForce RTX 4090 has 1.45x more
Baidu Kunlun II
VRAM
1.50x
Need 1.50x Kunlun II

To match 1x NVIDIA GB200 Superchip

NVIDIA A40
Compute (FP32-eq)
33.33x
Need 33.33x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
8.00x
Need 8.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
30.27x
Need 30.27x GeForce RTX 4090
FP32 Compute
1.09x
Need 1.09x GeForce RTX 4090
VRAM
16.00x
Need 16.00x GeForce RTX 4090
Memory Bandwidth
7.94x
Need 7.94x GeForce RTX 4090
Baidu Kunlun II
VRAM
12.00x
Need 12.00x Kunlun II

To match 1x NVIDIA GeForce RTX 4090

NVIDIA A40
Compute (FP32-eq)
1.10x
Need 1.10x A40
FP32 Compute
2.21x
Need 2.21x A40
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
1.45x
Need 1.45x A40
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 30.27x faster
FP32 Compute
0.92x
GB200 Superchip is 1.09x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
Memory Bandwidth
0.13x
GB200 Superchip has 7.94x more
Baidu Kunlun II
VRAM
0.75x
Kunlun II has 1.33x more

To match 1x Baidu Kunlun II

NVIDIA A40
VRAM
0.67x
A40 has 1.50x more
NVIDIA GB200 Superchip
VRAM
0.08x
GB200 Superchip has 12.00x more
NVIDIA GeForce RTX 4090
VRAM
1.33x
Need 1.33x GeForce RTX 4090

Pricing

Price TypeA40GB200 SuperchipGeForce RTX 4090Kunlun II
CAPEX (Street Price)————
OPEX (per hour)————
Price per TFLOPs (FP32-eq)————