Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs5 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

SpecificationNVIDIA L4AMD MI100NVIDIA B200AMD MI350XNVIDIA GeForce RTX 4080
ArchitectureAda LovelaceCDNABlackwellCDNA 4Ada Lovelace
Form FactorPCIePCIeSXMOAMPCIe
VRAM24 GB32 GB192 GB288 GB16 GB
Memory Bandwidth300 GB/s1,228 GB/s8,000 GB/s717 GB/s
TFLOPs (FP32)30.323.19048.7
TFLOPs (FP16)242184.62,25097.5
TFLOPs12123.12,2502,10097.5
TFLOPs (FP8)4854,500
TDP72 W300 W1000 W850 W320 W
Launch DateMar 2023Nov 2020Mar 2024Jun 2025Nov 2022

Efficiency Metrics

MetricL4MI100B200MI350XGeForce RTX 4080
TFLOPs per Watt (FP32-eq)0.840.081.131.240.15
Memory Bandwidth per GB12.5 GB/s38.4 GB/s41.7 GB/s44.8 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x NVIDIA L4

AMD MI100
Compute (FP32-eq)
2.62x
Need 2.62x MI100
FP32 Compute
1.31x
Need 1.31x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.24x
MI100 has 4.09x more
NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.60x faster
FP32 Compute
0.34x
B200 is 2.97x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.04x
B200 has 26.67x more
AMD MI350X
Compute (FP32-eq)
0.06x
MI350X is 17.36x faster
VRAM
0.08x
MI350X has 12.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 4080
FP32 Compute
0.62x
GeForce RTX 4080 is 1.61x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080
Memory Bandwidth
0.42x
GeForce RTX 4080 has 2.39x more

To match 1x AMD MI100

NVIDIA L4
Compute (FP32-eq)
0.38x
L4 is 2.62x faster
FP32 Compute
0.76x
L4 is 1.31x faster
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
4.09x
Need 4.09x L4
NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 48.70x faster
FP32 Compute
0.26x
B200 is 3.90x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.15x
B200 has 6.51x more
AMD MI350X
Compute (FP32-eq)
0.02x
MI350X is 45.45x faster
VRAM
0.11x
MI350X has 9.00x more
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

To match 1x NVIDIA B200

NVIDIA L4
Compute (FP32-eq)
18.60x
Need 18.60x L4
FP32 Compute
2.97x
Need 2.97x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
26.67x
Need 26.67x L4
AMD MI100
Compute (FP32-eq)
48.70x
Need 48.70x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
AMD MI350X
Compute (FP32-eq)
1.07x
Need 1.07x MI350X
VRAM
0.67x
MI350X has 1.50x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
23.08x
Need 23.08x GeForce RTX 4080
FP32 Compute
1.85x
Need 1.85x GeForce RTX 4080
VRAM
12.00x
Need 12.00x GeForce RTX 4080
Memory Bandwidth
11.16x
Need 11.16x GeForce RTX 4080

To match 1x AMD MI350X

NVIDIA L4
Compute (FP32-eq)
17.36x
Need 17.36x L4
VRAM
12.00x
Need 12.00x L4
AMD MI100
Compute (FP32-eq)
45.45x
Need 45.45x MI100
VRAM
9.00x
Need 9.00x MI100
NVIDIA B200
Compute (FP32-eq)
0.93x
B200 is 1.07x faster
VRAM
1.50x
Need 1.50x B200
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
21.54x
Need 21.54x GeForce RTX 4080
VRAM
18.00x
Need 18.00x GeForce RTX 4080

To match 1x NVIDIA GeForce RTX 4080

NVIDIA L4
Compute (FP32-eq)
0.81x
L4 is 1.24x faster
FP32 Compute
1.61x
Need 1.61x L4
VRAM
0.67x
L4 has 1.50x more
Memory Bandwidth
2.39x
Need 2.39x L4
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
NVIDIA B200
Compute (FP32-eq)
0.04x
B200 is 23.08x faster
FP32 Compute
0.54x
B200 is 1.85x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.09x
B200 has 11.16x more
AMD MI350X
Compute (FP32-eq)
0.05x
MI350X is 21.54x faster
VRAM
0.06x
MI350X has 18.00x more

Pricing

Price TypeL4MI100B200MI350XGeForce RTX 4080
CAPEX (Street Price)$4,000$70,000
OPEX (per hour)$0.80/hr
Price per TFLOPs (FP32-eq)$66$62