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Showing 72 XPUs4 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 A10AMD MI100AMD MI350XNVIDIA RTX 4000 Ada Generation
ArchitectureAmpereCDNACDNA 4Ada Lovelace
Form FactorPCIePCIeOAMPCIe
VRAM24 GB32 GB288 GB20 GB
Memory Bandwidth600 GB/s1,228 GB/s360 GB/s
TFLOPs (FP32)31.223.126.7
TFLOPs (FP16)125184.653.4
TFLOPs12523.12,10053.4
TFLOPs (FP8)
TDP150 W300 W850 W130 W
Launch DateApr 2021Nov 2020Jun 2025Apr 2023

Efficiency Metrics

MetricA10MI100MI350XRTX 4000 Ada Generation
TFLOPs per Watt (FP32-eq)0.420.081.240.21
Memory Bandwidth per GB25.0 GB/s38.4 GB/s18.0 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 MI100
Compute (FP32-eq)
2.71x
Need 2.71x MI100
FP32 Compute
1.35x
Need 1.35x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.49x
MI100 has 2.05x more
AMD MI350X
Compute (FP32-eq)
0.06x
MI350X is 16.80x faster
VRAM
0.08x
MI350X has 12.00x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
2.34x
Need 2.34x RTX 4000 Ada Generation
FP32 Compute
1.17x
Need 1.17x RTX 4000 Ada Generation
VRAM
1.20x
Need 1.20x RTX 4000 Ada Generation
Memory Bandwidth
1.67x
Need 1.67x RTX 4000 Ada Generation

To match 1x AMD MI100

NVIDIA A10
Compute (FP32-eq)
0.37x
A10 is 2.71x faster
FP32 Compute
0.74x
A10 is 1.35x faster
VRAM
1.33x
Need 1.33x A10
Memory Bandwidth
2.05x
Need 2.05x A10
AMD MI350X
Compute (FP32-eq)
0.02x
MI350X is 45.45x faster
VRAM
0.11x
MI350X has 9.00x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
0.87x
RTX 4000 Ada Generation is 1.16x faster
FP32 Compute
0.87x
RTX 4000 Ada Generation is 1.16x faster
VRAM
1.60x
Need 1.60x RTX 4000 Ada Generation
Memory Bandwidth
3.41x
Need 3.41x RTX 4000 Ada Generation

To match 1x AMD MI350X

NVIDIA A10
Compute (FP32-eq)
16.80x
Need 16.80x A10
VRAM
12.00x
Need 12.00x A10
AMD MI100
Compute (FP32-eq)
45.45x
Need 45.45x MI100
VRAM
9.00x
Need 9.00x MI100
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
39.33x
Need 39.33x RTX 4000 Ada Generation
VRAM
14.40x
Need 14.40x RTX 4000 Ada Generation

To match 1x NVIDIA RTX 4000 Ada Generation

NVIDIA A10
Compute (FP32-eq)
0.43x
A10 is 2.34x faster
FP32 Compute
0.86x
A10 is 1.17x faster
VRAM
0.83x
A10 has 1.20x more
Memory Bandwidth
0.60x
A10 has 1.67x more
AMD MI100
Compute (FP32-eq)
1.16x
Need 1.16x MI100
FP32 Compute
1.16x
Need 1.16x MI100
VRAM
0.63x
MI100 has 1.60x more
Memory Bandwidth
0.29x
MI100 has 3.41x more
AMD MI350X
Compute (FP32-eq)
0.03x
MI350X is 39.33x faster
VRAM
0.07x
MI350X has 14.40x more

Pricing

Price TypeA10MI100MI350XRTX 4000 Ada Generation
CAPEX (Street Price)
OPEX (per hour)
Price per TFLOPs (FP32-eq)