Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (5)Jump to results
Showing 72 XPUs • 5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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

SpecificationAMD MI100AMD MI325XTenstorrent GrayskullNVIDIA GeForce RTX 4080Etched Sohu
ArchitectureCDNACDNA 3.5Tensix CoreAda LovelaceTransformer ASIC
Form FactorPCIeOAM—PCIePCIe
VRAM32 GB256 GB8 GB16 GB144 GB
Memory Bandwidth1,228 GB/s6,000 GB/s—717 GB/s4,800 GB/s
TFLOPs (FP32)23.1175—48.710,000
TFLOPs (FP16)184.61,400—97.5—
TFLOPs23.11,40020097.510,000
TFLOPs (FP8)—2,800———
TDP300 W800 W65 W320 W700 W
Launch DateNov 2020Oct 2024Mar 2021Nov 2022Jun 2024

Efficiency Metrics

MetricMI100MI325XGrayskullGeForce RTX 4080Sohu
TFLOPs per Watt (FP32-eq)0.080.881.540.1514.29
Memory Bandwidth per GB38.4 GB/s23.4 GB/s—44.8 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 AMD MI100

AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 30.30x faster
FP32 Compute
0.13x
MI325X is 7.58x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.20x
MI325X has 4.89x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.23x
Grayskull is 4.33x faster
VRAM
4.00x
Need 4.00x Grayskull
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.47x
GeForce RTX 4080 is 2.11x faster
FP32 Compute
0.47x
GeForce RTX 4080 is 2.11x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4080
Memory Bandwidth
1.71x
Need 1.71x GeForce RTX 4080
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 432.90x faster
FP32 Compute
0.00x
Sohu is 432.90x faster
VRAM
0.22x
Sohu has 4.50x more
Memory Bandwidth
0.26x
Sohu has 3.91x more

To match 1x AMD MI325X

AMD MI100
Compute (FP32-eq)
30.30x
Need 30.30x MI100
FP32 Compute
7.58x
Need 7.58x MI100
VRAM
8.00x
Need 8.00x MI100
Memory Bandwidth
4.89x
Need 4.89x MI100
Tenstorrent Grayskull
Compute (FP32-eq)
7.00x
Need 7.00x Grayskull
VRAM
32.00x
Need 32.00x Grayskull
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
14.36x
Need 14.36x GeForce RTX 4080
FP32 Compute
3.59x
Need 3.59x GeForce RTX 4080
VRAM
16.00x
Need 16.00x GeForce RTX 4080
Memory Bandwidth
8.37x
Need 8.37x GeForce RTX 4080
Etched Sohu
Compute (FP32-eq)
0.07x
Sohu is 14.29x faster
FP32 Compute
0.02x
Sohu is 57.14x faster
VRAM
1.78x
Need 1.78x Sohu
Memory Bandwidth
1.25x
Need 1.25x Sohu

To match 1x Tenstorrent Grayskull

AMD MI100
Compute (FP32-eq)
4.33x
Need 4.33x MI100
VRAM
0.25x
MI100 has 4.00x more
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.00x faster
VRAM
0.03x
MI325X has 32.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
2.05x
Need 2.05x GeForce RTX 4080
VRAM
0.50x
GeForce RTX 4080 has 2.00x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 100.00x faster
VRAM
0.06x
Sohu has 18.00x more

To match 1x NVIDIA GeForce RTX 4080

AMD MI100
Compute (FP32-eq)
2.11x
Need 2.11x MI100
FP32 Compute
2.11x
Need 2.11x MI100
VRAM
0.50x
MI100 has 2.00x more
Memory Bandwidth
0.58x
MI100 has 1.71x more
AMD MI325X
Compute (FP32-eq)
0.07x
MI325X is 14.36x faster
FP32 Compute
0.28x
MI325X is 3.59x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.12x
MI325X has 8.37x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.49x
Grayskull is 2.05x faster
VRAM
2.00x
Need 2.00x Grayskull
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 205.13x faster
FP32 Compute
0.00x
Sohu is 205.34x faster
VRAM
0.11x
Sohu has 9.00x more
Memory Bandwidth
0.15x
Sohu has 6.69x more

To match 1x Etched Sohu

AMD MI100
Compute (FP32-eq)
432.90x
Need 432.90x MI100
FP32 Compute
432.90x
Need 432.90x MI100
VRAM
4.50x
Need 4.50x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
AMD MI325X
Compute (FP32-eq)
14.29x
Need 14.29x MI325X
FP32 Compute
57.14x
Need 57.14x MI325X
VRAM
0.56x
MI325X has 1.78x more
Memory Bandwidth
0.80x
MI325X has 1.25x more
Tenstorrent Grayskull
Compute (FP32-eq)
100.00x
Need 100.00x Grayskull
VRAM
18.00x
Need 18.00x Grayskull
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
205.13x
Need 205.13x GeForce RTX 4080
FP32 Compute
205.34x
Need 205.34x GeForce RTX 4080
VRAM
9.00x
Need 9.00x GeForce RTX 4080
Memory Bandwidth
6.69x
Need 6.69x GeForce RTX 4080

Pricing

Price TypeMI100MI325XGrayskullGeForce RTX 4080Sohu
CAPEX (Street Price)—$45,000———
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—$64———