Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 A40AMD MI325XSambaNova SN40LNVIDIA GeForce RTX 5070Etched Sohu
ArchitectureAmpereCDNA 3.5Reconfigurable Dataflow Unit (RDU)BlackwellTransformer ASIC
Form FactorPCIeOAMPCIePCIe
VRAM48 GB256 GB640 GB12 GB144 GB
Memory Bandwidth696 GB/s6,000 GB/s672 GB/s4,800 GB/s
TFLOPs (FP32)37.417530.810,000
TFLOPs (FP16)1501,40061.6
TFLOPs1501,40061.610,000
TFLOPs (FP8)2,800
TDP300 W800 W700 W250 W700 W
Launch DateOct 2020Oct 2024Jan 2024Feb 2025Jun 2024

Efficiency Metrics

MetricA40MI325XSN40LGeForce RTX 5070Sohu
TFLOPs per Watt (FP32-eq)0.250.880.1214.29
Memory Bandwidth per GB14.5 GB/s23.4 GB/s56.0 GB/s33.3 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

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
SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
2.44x
Need 2.44x GeForce RTX 5070
FP32 Compute
1.21x
Need 1.21x GeForce RTX 5070
VRAM
4.00x
Need 4.00x GeForce RTX 5070
Memory Bandwidth
1.04x
Need 1.04x GeForce RTX 5070
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

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
SambaNova SN40L
VRAM
0.40x
SN40L has 2.50x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
22.73x
Need 22.73x GeForce RTX 5070
FP32 Compute
5.68x
Need 5.68x GeForce RTX 5070
VRAM
21.33x
Need 21.33x GeForce RTX 5070
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 5070
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

To match 1x SambaNova SN40L

NVIDIA A40
VRAM
13.33x
Need 13.33x A40
AMD MI325X
VRAM
2.50x
Need 2.50x MI325X
NVIDIA GeForce RTX 5070
VRAM
53.33x
Need 53.33x GeForce RTX 5070
Etched Sohu
VRAM
4.44x
Need 4.44x Sohu

To match 1x NVIDIA GeForce RTX 5070

NVIDIA A40
Compute (FP32-eq)
0.41x
A40 is 2.44x faster
FP32 Compute
0.82x
A40 is 1.21x faster
VRAM
0.25x
A40 has 4.00x more
Memory Bandwidth
0.97x
A40 has 1.04x more
AMD MI325X
Compute (FP32-eq)
0.04x
MI325X is 22.73x faster
FP32 Compute
0.18x
MI325X is 5.68x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.11x
MI325X has 8.93x more
SambaNova SN40L
VRAM
0.02x
SN40L has 53.33x more
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 324.68x faster
FP32 Compute
0.00x
Sohu is 324.68x faster
VRAM
0.08x
Sohu has 12.00x more
Memory Bandwidth
0.14x
Sohu has 7.14x more

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
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
SambaNova SN40L
VRAM
0.23x
SN40L has 4.44x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
324.68x
Need 324.68x GeForce RTX 5070
FP32 Compute
324.68x
Need 324.68x GeForce RTX 5070
VRAM
12.00x
Need 12.00x GeForce RTX 5070
Memory Bandwidth
7.14x
Need 7.14x GeForce RTX 5070

Pricing

Price TypeA40MI325XSN40LGeForce RTX 5070Sohu
CAPEX (Street Price)$45,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$64