Compare XPUs

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

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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 A10AMD MI325XRebellions ATOMNVIDIA GeForce RTX 4070Etched Sohu
ArchitectureAmpereCDNA 3.5Rebellions NPUAda LovelaceTransformer ASIC
Form FactorPCIeOAM—PCIePCIe
VRAM24 GB256 GB—12 GB144 GB
Memory Bandwidth600 GB/s6,000 GB/s—504 GB/s4,800 GB/s
TFLOPs (FP32)31.2175—29.110,000
TFLOPs (FP16)1251,400—58.2—
TFLOPs1251,400—58.210,000
TFLOPs (FP8)—2,800———
TDP150 W800 W200 W200 W700 W
Launch DateApr 2021Oct 2024Jun 2023Apr 2023Jun 2024

Efficiency Metrics

MetricA10MI325XATOMGeForce RTX 4070Sohu
TFLOPs per Watt (FP32-eq)0.420.88—0.1514.29
Memory Bandwidth per GB25.0 GB/s23.4 GB/s—42.0 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 A10

AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.20x faster
FP32 Compute
0.18x
MI325X is 5.61x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.10x
MI325X has 10.00x more
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
2.15x
Need 2.15x GeForce RTX 4070
FP32 Compute
1.07x
Need 1.07x GeForce RTX 4070
VRAM
2.00x
Need 2.00x GeForce RTX 4070
Memory Bandwidth
1.19x
Need 1.19x GeForce RTX 4070
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 160.00x faster
FP32 Compute
0.00x
Sohu is 320.51x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.13x
Sohu has 8.00x more

To match 1x AMD MI325X

NVIDIA A10
Compute (FP32-eq)
11.20x
Need 11.20x A10
FP32 Compute
5.61x
Need 5.61x A10
VRAM
10.67x
Need 10.67x A10
Memory Bandwidth
10.00x
Need 10.00x A10
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
24.05x
Need 24.05x GeForce RTX 4070
FP32 Compute
6.01x
Need 6.01x GeForce RTX 4070
VRAM
21.33x
Need 21.33x GeForce RTX 4070
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 4070
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 NVIDIA GeForce RTX 4070

NVIDIA A10
Compute (FP32-eq)
0.47x
A10 is 2.15x faster
FP32 Compute
0.93x
A10 is 1.07x faster
VRAM
0.50x
A10 has 2.00x more
Memory Bandwidth
0.84x
A10 has 1.19x more
AMD MI325X
Compute (FP32-eq)
0.04x
MI325X is 24.05x faster
FP32 Compute
0.17x
MI325X is 6.01x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.08x
MI325X has 11.90x more
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 343.64x faster
FP32 Compute
0.00x
Sohu is 343.64x faster
VRAM
0.08x
Sohu has 12.00x more
Memory Bandwidth
0.10x
Sohu has 9.52x more

To match 1x Etched Sohu

NVIDIA A10
Compute (FP32-eq)
160.00x
Need 160.00x A10
FP32 Compute
320.51x
Need 320.51x A10
VRAM
6.00x
Need 6.00x A10
Memory Bandwidth
8.00x
Need 8.00x A10
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 4070
Compute (FP32-eq)
343.64x
Need 343.64x GeForce RTX 4070
FP32 Compute
343.64x
Need 343.64x GeForce RTX 4070
VRAM
12.00x
Need 12.00x GeForce RTX 4070
Memory Bandwidth
9.52x
Need 9.52x GeForce RTX 4070

Pricing

Price TypeA10MI325XATOMGeForce RTX 4070Sohu
CAPEX (Street Price)—$45,000———
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—$64———