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Amazon Titan vs Nemotron-4 340B

Amazon
Amazon Titan
September 2023
vs
NVIDIA
Nemotron-4 340B
June 2024
4.8×10²⁴Training compute (FLOP)1.8×10²⁵
$8MTraining cost$21M

Amazon Titan (Amazon) and Nemotron-4 340B (NVIDIA) are both frontier AI models. Amazon Titan was published in September 2023 and Nemotron-4 340B in June 2024.

Nemotron-4 340B was trained on 1.8×10²⁵ FLOP, about 3.8x the compute of Amazon Titan at 4.8×10²⁴ FLOP. Training compute is the closest available proxy for how much was invested in a model, though it says nothing on its own about how well that compute was spent.

These two models share no benchmark on which both have been scored, so no direct performance comparison is possible here. The specification table below is a comparison of inputs, not of results.

Specifications
Amazon
Organization
NVIDIA
Sep 28, 2023
Published
Jun 14, 2024
4.8×10²⁴ FLOP
Training compute3.8x
1.8×10²⁵ FLOP
200B
Parameters1.7x
340B
4T
Dataset size2.3x
9T
NVIDIA A100
Training hardware
NVIDIA H100 SXM5 80GB
13,760
Chips used2.2x
6,144
1,152 h
Training time
2,200 h
$8M
Training cost (2023 USD)2.7x
$21M
10.9 MW
Training power draw
8.5 MW
API access
Accessibility
Open weights (unrestricted)
No
Open weights
Yes
United States
Country
United States
Related comparisons
SourceEpoch AI, 'AI Models'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/ai-models. Licensed under CC BY 4.0.