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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 A10AMD MI300XNVIDIA GeForce RTX 4070 Super
ArchitectureAmpereAmpereCDNA 3Ada Lovelace
Form FactorSXMPCIeOAMPCIe
VRAM80 GB24 GB192 GB12 GB
Memory Bandwidth2,039 GB/s600 GB/s5,300 GB/s504 GB/s
TFLOPs (FP32)19.531.216335.5
TFLOPs (FP16)3121251,30771
TFLOPs3121251,30771
TFLOPs (FP8)——2,614—
TDP400 W150 W750 W220 W
Launch DateMay 2020Apr 2021Dec 2023Jan 2024

Efficiency Metrics

MetricA100 SXMA10MI300XGeForce RTX 4070 Super
TFLOPs per Watt (FP32-eq)0.390.420.870.16
Memory Bandwidth per GB25.5 GB/s25.0 GB/s27.6 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
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.36x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 4070 Super
FP32 Compute
0.55x
GeForce RTX 4070 Super is 1.82x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Super
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 Super

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
AMD MI300X
Compute (FP32-eq)
0.10x
MI300X is 10.46x faster
FP32 Compute
0.19x
MI300X is 5.22x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.11x
MI300X has 8.83x more
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
1.76x
Need 1.76x GeForce RTX 4070 Super
FP32 Compute
0.88x
GeForce RTX 4070 Super is 1.14x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Super
Memory Bandwidth
1.19x
Need 1.19x GeForce RTX 4070 Super

To match 1x AMD MI300X

NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.36x
Need 8.36x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM
NVIDIA A10
Compute (FP32-eq)
10.46x
Need 10.46x A10
FP32 Compute
5.22x
Need 5.22x A10
VRAM
8.00x
Need 8.00x A10
Memory Bandwidth
8.83x
Need 8.83x A10
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 4070 Super
FP32 Compute
4.59x
Need 4.59x GeForce RTX 4070 Super
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Super
Memory Bandwidth
10.52x
Need 10.52x GeForce RTX 4070 Super

To match 1x NVIDIA GeForce RTX 4070 Super

NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.82x
Need 1.82x 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)
0.57x
A10 is 1.76x faster
FP32 Compute
1.14x
Need 1.14x A10
VRAM
0.50x
A10 has 2.00x more
Memory Bandwidth
0.84x
A10 has 1.19x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.10x
MI300X has 10.52x more

Pricing

Price TypeA100 SXMA10MI300XGeForce RTX 4070 Super
CAPEX (Street Price)$15,000—$35,000—
OPEX (per hour)$4.05/hr—$10.40/hr—
Price per TFLOPs (FP32-eq)$96—$54—