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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 A10AMD MI250XTenstorrent WormholeAMD Radeon RX 7900 XT
ArchitectureAmpereCDNA 2Tensix CoreRDNA 3
Form FactorPCIeOAM—PCIe
VRAM24 GB128 GB24 GB20 GB
Memory Bandwidth600 GB/s3,277 GB/s—800 GB/s
TFLOPs (FP32)31.247.9—52
TFLOPs (FP16)125383—104
TFLOPs125383364104
TFLOPs (FP8)————
TDP150 W560 W160 W315 W
Launch DateApr 2021Nov 2021Oct 2023Dec 2022

Efficiency Metrics

MetricA10MI250XWormholeRadeon RX 7900 XT
TFLOPs per Watt (FP32-eq)0.420.341.140.17
Memory Bandwidth per GB25.0 GB/s25.6 GB/s—40.0 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 MI250X
Compute (FP32-eq)
0.33x
MI250X is 3.06x faster
FP32 Compute
0.65x
MI250X is 1.54x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.18x
MI250X has 5.46x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.34x
Wormhole is 2.91x faster
VRAM
1.00x
Wormhole has 1.00x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
1.20x
Need 1.20x Radeon RX 7900 XT
FP32 Compute
0.60x
Radeon RX 7900 XT is 1.67x faster
VRAM
1.20x
Need 1.20x Radeon RX 7900 XT
Memory Bandwidth
0.75x
Radeon RX 7900 XT has 1.33x more

To match 1x AMD MI250X

NVIDIA A10
Compute (FP32-eq)
3.06x
Need 3.06x A10
FP32 Compute
1.54x
Need 1.54x A10
VRAM
5.33x
Need 5.33x A10
Memory Bandwidth
5.46x
Need 5.46x A10
Tenstorrent Wormhole
Compute (FP32-eq)
1.05x
Need 1.05x Wormhole
VRAM
5.33x
Need 5.33x Wormhole
AMD Radeon RX 7900 XT
Compute (FP32-eq)
3.68x
Need 3.68x Radeon RX 7900 XT
FP32 Compute
0.92x
Radeon RX 7900 XT is 1.09x faster
VRAM
6.40x
Need 6.40x Radeon RX 7900 XT
Memory Bandwidth
4.10x
Need 4.10x Radeon RX 7900 XT

To match 1x Tenstorrent Wormhole

NVIDIA A10
Compute (FP32-eq)
2.91x
Need 2.91x A10
VRAM
1.00x
A10 has 1.00x more
AMD MI250X
Compute (FP32-eq)
0.95x
MI250X is 1.05x faster
VRAM
0.19x
MI250X has 5.33x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
3.50x
Need 3.50x Radeon RX 7900 XT
VRAM
1.20x
Need 1.20x Radeon RX 7900 XT

To match 1x AMD Radeon RX 7900 XT

NVIDIA A10
Compute (FP32-eq)
0.83x
A10 is 1.20x faster
FP32 Compute
1.67x
Need 1.67x A10
VRAM
0.83x
A10 has 1.20x more
Memory Bandwidth
1.33x
Need 1.33x A10
AMD MI250X
Compute (FP32-eq)
0.27x
MI250X is 3.68x faster
FP32 Compute
1.09x
Need 1.09x MI250X
VRAM
0.16x
MI250X has 6.40x more
Memory Bandwidth
0.24x
MI250X has 4.10x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.29x
Wormhole is 3.50x faster
VRAM
0.83x
Wormhole has 1.20x more

Pricing

Price TypeA10MI250XWormholeRadeon RX 7900 XT
CAPEX (Street Price)—$12,000——
OPEX (per hour)—$2.00/hr——
Price per TFLOPs (FP32-eq)—$63——