Compare XPUs

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Showing 72 XPUs • 5 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

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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 B200AMD MI325XEtched SohuNVIDIA GeForce RTX 5090
ArchitectureAmpereBlackwellCDNA 3.5Transformer ASICBlackwell
Form FactorPCIeSXMOAMPCIePCIe
VRAM48 GB192 GB256 GB144 GB32 GB
Memory Bandwidth696 GB/s8,000 GB/s6,000 GB/s4,800 GB/s1,792 GB/s
TFLOPs (FP32)37.49017510,000104.8
TFLOPs (FP16)1502,2501,400—209.5
TFLOPs1502,2501,40010,000209.5
TFLOPs (FP8)—4,5002,800——
TDP300 W1000 W800 W700 W575 W
Launch DateOct 2020Mar 2024Oct 2024Jun 2024Jan 2025

Efficiency Metrics

MetricA40B200MI325XSohuGeForce RTX 5090
TFLOPs per Watt (FP32-eq)0.251.130.8814.290.18
Memory Bandwidth per GB14.5 GB/s41.7 GB/s23.4 GB/s33.3 GB/s56.0 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 B200
Compute (FP32-eq)
0.07x
B200 is 15.00x faster
FP32 Compute
0.42x
B200 is 2.41x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.09x
B200 has 11.49x more
AMD MI325X
Compute (FP32-eq)
0.11x
MI325X is 9.33x faster
FP32 Compute
0.21x
MI325X is 4.68x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.12x
MI325X has 8.62x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 133.33x faster
FP32 Compute
0.00x
Sohu is 267.38x faster
VRAM
0.33x
Sohu has 3.00x more
Memory Bandwidth
0.14x
Sohu has 6.90x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.72x
GeForce RTX 5090 is 1.40x faster
FP32 Compute
0.36x
GeForce RTX 5090 is 2.80x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5090
Memory Bandwidth
0.39x
GeForce RTX 5090 has 2.57x more

To match 1x NVIDIA B200

NVIDIA A40
Compute (FP32-eq)
15.00x
Need 15.00x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
AMD MI325X
Compute (FP32-eq)
1.61x
Need 1.61x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
Etched Sohu
Compute (FP32-eq)
0.11x
Sohu is 8.89x faster
FP32 Compute
0.01x
Sohu is 111.11x faster
VRAM
1.33x
Need 1.33x Sohu
Memory Bandwidth
1.67x
Need 1.67x Sohu
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
10.74x
Need 10.74x GeForce RTX 5090
FP32 Compute
0.86x
GeForce RTX 5090 is 1.16x faster
VRAM
6.00x
Need 6.00x GeForce RTX 5090
Memory Bandwidth
4.46x
Need 4.46x GeForce RTX 5090

To match 1x AMD MI325X

NVIDIA A40
Compute (FP32-eq)
9.33x
Need 9.33x A40
FP32 Compute
4.68x
Need 4.68x A40
VRAM
5.33x
Need 5.33x A40
Memory Bandwidth
8.62x
Need 8.62x A40
NVIDIA B200
Compute (FP32-eq)
0.62x
B200 is 1.61x faster
FP32 Compute
1.94x
Need 1.94x B200
VRAM
1.33x
Need 1.33x B200
Memory Bandwidth
0.75x
B200 has 1.33x more
Etched Sohu
Compute (FP32-eq)
0.07x
Sohu is 14.29x faster
FP32 Compute
0.02x
Sohu is 57.14x faster
VRAM
1.78x
Need 1.78x Sohu
Memory Bandwidth
1.25x
Need 1.25x Sohu
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
6.68x
Need 6.68x GeForce RTX 5090
FP32 Compute
1.67x
Need 1.67x GeForce RTX 5090
VRAM
8.00x
Need 8.00x GeForce RTX 5090
Memory Bandwidth
3.35x
Need 3.35x GeForce RTX 5090

To match 1x Etched Sohu

NVIDIA A40
Compute (FP32-eq)
133.33x
Need 133.33x A40
FP32 Compute
267.38x
Need 267.38x A40
VRAM
3.00x
Need 3.00x A40
Memory Bandwidth
6.90x
Need 6.90x A40
NVIDIA B200
Compute (FP32-eq)
8.89x
Need 8.89x B200
FP32 Compute
111.11x
Need 111.11x B200
VRAM
0.75x
B200 has 1.33x more
Memory Bandwidth
0.60x
B200 has 1.67x more
AMD MI325X
Compute (FP32-eq)
14.29x
Need 14.29x MI325X
FP32 Compute
57.14x
Need 57.14x MI325X
VRAM
0.56x
MI325X has 1.78x more
Memory Bandwidth
0.80x
MI325X has 1.25x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
95.47x
Need 95.47x GeForce RTX 5090
FP32 Compute
95.42x
Need 95.42x GeForce RTX 5090
VRAM
4.50x
Need 4.50x GeForce RTX 5090
Memory Bandwidth
2.68x
Need 2.68x GeForce RTX 5090

To match 1x NVIDIA GeForce RTX 5090

NVIDIA A40
Compute (FP32-eq)
1.40x
Need 1.40x A40
FP32 Compute
2.80x
Need 2.80x A40
VRAM
0.67x
A40 has 1.50x more
Memory Bandwidth
2.57x
Need 2.57x A40
NVIDIA B200
Compute (FP32-eq)
0.09x
B200 is 10.74x faster
FP32 Compute
1.16x
Need 1.16x B200
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.22x
B200 has 4.46x more
AMD MI325X
Compute (FP32-eq)
0.15x
MI325X is 6.68x faster
FP32 Compute
0.60x
MI325X is 1.67x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.30x
MI325X has 3.35x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 95.47x faster
FP32 Compute
0.01x
Sohu is 95.42x faster
VRAM
0.22x
Sohu has 4.50x more
Memory Bandwidth
0.37x
Sohu has 2.68x more

Pricing

Price TypeA40B200MI325XSohuGeForce RTX 5090
CAPEX (Street Price)—$70,000$45,000——
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—$62$64——