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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 A100 SXMNVIDIA A10NVIDIA GB200 SuperchipNVIDIA GeForce RTX 4070
ArchitectureAmpereAmpereBlackwellAda Lovelace
Form FactorSXMPCIeSXMPCIe
VRAM80 GB24 GB384 GB12 GB
Memory Bandwidth2,039 GB/s600 GB/s8,000 GB/s504 GB/s
TFLOPs (FP32)19.531.29029.1
TFLOPs (FP16)3121255,00058.2
TFLOPs3121255,00058.2
TFLOPs (FP8)————
TDP400 W150 W2700 W200 W
Launch DateMay 2020Apr 2021Mar 2024Apr 2023

Efficiency Metrics

MetricA100 SXMA10GB200 SuperchipGeForce RTX 4070
TFLOPs per Watt (FP32-eq)0.390.420.930.15
Memory Bandwidth per GB25.5 GB/s25.0 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 A100 SXM

NVIDIA A10
Compute (FP32-eq)
2.50x
Need 2.50x A10
FP32 Compute
0.63x
A10 is 1.60x faster
VRAM
3.33x
Need 3.33x A10
Memory Bandwidth
3.40x
Need 3.40x A10
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.06x
GB200 Superchip is 16.03x faster
FP32 Compute
0.22x
GB200 Superchip is 4.62x faster
VRAM
0.21x
GB200 Superchip has 4.80x more
Memory Bandwidth
0.25x
GB200 Superchip has 3.92x more
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
5.36x
Need 5.36x GeForce RTX 4070
FP32 Compute
0.67x
GeForce RTX 4070 is 1.49x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070

To match 1x NVIDIA A10

NVIDIA A100 SXM
Compute (FP32-eq)
0.40x
A100 SXM is 2.50x faster
FP32 Compute
1.60x
Need 1.60x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.29x
A100 SXM has 3.40x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 40.00x faster
FP32 Compute
0.35x
GB200 Superchip is 2.88x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
Memory Bandwidth
0.07x
GB200 Superchip has 13.33x 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

To match 1x NVIDIA GB200 Superchip

NVIDIA A100 SXM
Compute (FP32-eq)
16.03x
Need 16.03x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
4.80x
Need 4.80x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA A10
Compute (FP32-eq)
40.00x
Need 40.00x A10
FP32 Compute
2.88x
Need 2.88x A10
VRAM
16.00x
Need 16.00x A10
Memory Bandwidth
13.33x
Need 13.33x A10
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
85.91x
Need 85.91x GeForce RTX 4070
FP32 Compute
3.09x
Need 3.09x GeForce RTX 4070
VRAM
32.00x
Need 32.00x GeForce RTX 4070
Memory Bandwidth
15.87x
Need 15.87x GeForce RTX 4070

To match 1x NVIDIA GeForce RTX 4070

NVIDIA A100 SXM
Compute (FP32-eq)
0.19x
A100 SXM is 5.36x faster
FP32 Compute
1.49x
Need 1.49x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more
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
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 85.91x faster
FP32 Compute
0.32x
GB200 Superchip is 3.09x faster
VRAM
0.03x
GB200 Superchip has 32.00x more
Memory Bandwidth
0.06x
GB200 Superchip has 15.87x more

Pricing

Price TypeA100 SXMA10GB200 SuperchipGeForce RTX 4070
CAPEX (Street Price)$15,000———
OPEX (per hour)$4.05/hr———
Price per TFLOPs (FP32-eq)$96———