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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 L4NVIDIA GeForce RTX 4090NVIDIA GeForce RTX 4070Etched Sohu
ArchitectureAda LovelaceAda LovelaceAda LovelaceTransformer ASIC
Form FactorPCIePCIePCIePCIe
VRAM24 GB24 GB12 GB144 GB
Memory Bandwidth300 GB/s1,008 GB/s504 GB/s4,800 GB/s
TFLOPs (FP32)30.382.629.110,000
TFLOPs (FP16)242165.258.2—
TFLOPs121165.258.210,000
TFLOPs (FP8)485———
TDP72 W450 W200 W700 W
Launch DateMar 2023Oct 2022Apr 2023Jun 2024

Efficiency Metrics

MetricL4GeForce RTX 4090GeForce RTX 4070Sohu
TFLOPs per Watt (FP32-eq)0.840.180.1514.29
Memory Bandwidth per GB12.5 GB/s42.0 GB/s42.0 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 L4

NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.73x
GeForce RTX 4090 is 1.37x faster
FP32 Compute
0.37x
GeForce RTX 4090 is 2.73x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.30x
GeForce RTX 4090 has 3.36x more
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
2.08x
Need 2.08x GeForce RTX 4070
FP32 Compute
1.04x
Need 1.04x GeForce RTX 4070
VRAM
2.00x
Need 2.00x GeForce RTX 4070
Memory Bandwidth
0.60x
GeForce RTX 4070 has 1.68x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 165.29x faster
FP32 Compute
0.00x
Sohu is 330.03x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.06x
Sohu has 16.00x more

To match 1x NVIDIA GeForce RTX 4090

NVIDIA L4
Compute (FP32-eq)
1.37x
Need 1.37x L4
FP32 Compute
2.73x
Need 2.73x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.36x
Need 3.36x L4
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
2.84x
Need 2.84x GeForce RTX 4070
FP32 Compute
2.84x
Need 2.84x GeForce RTX 4070
VRAM
2.00x
Need 2.00x GeForce RTX 4070
Memory Bandwidth
2.00x
Need 2.00x GeForce RTX 4070
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 121.07x faster
FP32 Compute
0.01x
Sohu is 121.07x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.21x
Sohu has 4.76x more

To match 1x NVIDIA GeForce RTX 4070

NVIDIA L4
Compute (FP32-eq)
0.48x
L4 is 2.08x faster
FP32 Compute
0.96x
L4 is 1.04x faster
VRAM
0.50x
L4 has 2.00x more
Memory Bandwidth
1.68x
Need 1.68x L4
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.35x
GeForce RTX 4090 is 2.84x faster
FP32 Compute
0.35x
GeForce RTX 4090 is 2.84x faster
VRAM
0.50x
GeForce RTX 4090 has 2.00x more
Memory Bandwidth
0.50x
GeForce RTX 4090 has 2.00x 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 L4
Compute (FP32-eq)
165.29x
Need 165.29x L4
FP32 Compute
330.03x
Need 330.03x L4
VRAM
6.00x
Need 6.00x L4
Memory Bandwidth
16.00x
Need 16.00x L4
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
121.07x
Need 121.07x GeForce RTX 4090
FP32 Compute
121.07x
Need 121.07x GeForce RTX 4090
VRAM
6.00x
Need 6.00x GeForce RTX 4090
Memory Bandwidth
4.76x
Need 4.76x GeForce RTX 4090
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 TypeL4GeForce RTX 4090GeForce RTX 4070Sohu
CAPEX (Street Price)$4,000———
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66———