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ISSUE 010 · RESEARCH EXPLAINER

10 MW, 100 MW and 1 GW

How much electricity could Paraguay’s AI strategy require?

MW of computing capacity and MW that the grid must supply are not the same measure. We distinguish the stages of 10 MW, 100 MW and up to 1 GW, the official reference to approximately 1.5 GW of associated demand, and ANDE’s demand projections for 2043.

The main conclusion

Public sources support describing 10 MW as the first computing phase, 100 MW as expansion following a successful pilot, and up to 1 GW as a long-term vision. MITIC has associated approximately 1.5 GW of energy demand with the 1 GW stage. We found insufficient public evidence to convert the 10 MW or 100 MW phases directly into total grid consumption.

KEY NUMBERS

Before comparing figures, separate what each one means

10 MWComputing capacityfirst validation phase
100 MWComputing capacityexpansion after a successful pilot
up to 1 GWComputing capacitylong-term hyperscale vision
~1.5 GWAssociated demandMITIC reference for the 1 GW stage
01 · COMPUTE MW ≠ GRID MW

10 MW of computing does not automatically mean 10 MW of total consumption

Taiwan’s Ministry of Foreign Affairs and MITIC describe the first stage as approximately 10 MW of computing capacity. That unit describes the scale of the computing project and should not automatically be substituted for the total demand that the electricity grid will have to supply.

A facility’s complete consumption includes servers, cooling, electrical conversion, networking and auxiliary equipment. However, available primary sources do not publish enough specifications to establish total consumption for the 10 MW and 100 MW phases. PARAGUAY INSIGHT does not fill that gap by assuming an unpublished power usage effectiveness (PUE) or efficiency figure.

02 · THREE STAGES

10 MW, 100 MW and up to 1 GW do not have the same degree of certainty

Taiwan’s official communication sets out feasibility studies and due diligence first, followed by a pilot stage of around 10 MW to validate technical, operational and commercial parameters. If the pilot succeeds, a later phase would coordinate private investment and international partners to scale to 100 MW, with an ultimate vision of up to 1 GW of hyperscale infrastructure.

It is therefore inappropriate to treat 1 GW as demand contracted today. The 10 MW phase is closest to implementation; 100 MW and up to 1 GW depend on the success of earlier stages and additional conditions.

03 · THE 1.5 GW FIGURE

MITIC associates approximately 1.5 GW of energy demand with the 1 GW stage

In May 2026, MITIC explained that a third stage of up to 1 GW of computing capacity would have associated energy requirements of approximately 1.5 GW. This is the most explicit relationship between computing scale and energy demand found in the official sources reviewed.

We do not mechanically apply that relationship to the 10 MW and 100 MW phases. Without knowing each stage’s equipment configuration, cooling, redundancy, efficiency and operation, claiming total consumption of 15 MW or 150 MW would be an extrapolation unsupported by public documentation.

04 · ANDE 2043

ANDE projects peak demand of 10,094–15,072 MW for 2043

ANDE’s Generation Master Plan 2024–2043 presents four peak-demand scenarios for 2043: 10,094 MW, 11,009 MW, 14,156 MW and 15,072 MW, reflecting different combinations of socioeconomic growth and new demand.

For its infrastructure expansion analysis, ANDE uses the trend scenario plus potential new demand, the most demanding scenario considered. These national peak-demand values must not be confused with grid capacity immediately available for a data center at a specific location.

05 · SCALE COMPARISON

1.5 GW is approximately 10–15% of the projected 2043 peak-demand range

As an order-of-magnitude comparison, 1,500 MW represents approximately 9.95–14.86% of ANDE’s projected 10,094–15,072 MW range for 2043. PARAGUAY INSIGHT rounds that comparison to approximately 10–15%.

This is not an ANDE forecast that AI will consume 10–15% of national demand. It is an editorial calculation comparing MITIC’s reference for a possible 1 GW stage with national ANDE projections prepared for a different purpose. The timing, definition and location of the load remain decisive.

06 · WHAT INVESTORS SHOULD ASK

The decisive question is the site’s specific connection, not just the country’s total energy

A large data center needs to know how much power can be connected at its site, on what date, from which substation and lines, with what redundancy and under which long-term contractual conditions. National energy abundance is an advantage, but does not replace an interconnection study.

ANDE is expanding its infrastructure through projects such as the 500 kV Yguazú–Valenzuela line and the second 500 kV Itaipú–Villa Hayes line. Even so, we have not yet found a comprehensive publication detailing dedicated capacity, schedules and tariff terms for each Yguazú Digital phase. This remains a gap in the sources.

How PARAGUAY INSIGHT calculates the comparison

1,500 MW ÷ 15,072 MW = ~9.95% and 1,500 MW ÷ 10,094 MW = ~14.86%. We show this as ~10–15%. It is a scale comparison, not an AI demand forecast produced by ANDE.

ISSUE 010 · TOPIC CLUSTER

Next: what is confirmed about Yguazú Digital

After separating the electricity figures, review which parts of the Paraguay–Taiwan project are confirmed and which remain conditional or long-term.

Read the Yguazú Digital guide →

Read why Paraguay is attracting data centers →
Return to the main article in Issue 010 →