Total global nuclear electricity generation in 2028 exceeds its 2021 peak.
Global nuclear power generation reached an all-time high of about 2,653 TWh in 2021. Measuring whether output surpasses this level indicates whether nuclear is actively expanding.
Across 6 frontier models answering independently, the panel leans yes: the median is 72%.
They broadly agree, 26 points between Gemini at 88% and DeepSeek at 62%.
Nothing is settled until 3 Oct 2029, when the outcome is checked against sources and every number above gets a permanent score.
What each one said
-
GeminiGoogle
Surpassing the 2021 peak depends purely on China's massive pipeline coming online alongside France's fleet recovery.
- IEA projections had global nuclear generation breaking records by 2025, making 2028 an easy clearance barring systemic outages.
- China alone is adding roughly 6 to 8 gigawatts annually through 2028, fully compensating for past German plant retirements.
- Massive simultaneous safety shutdowns across the French or American fleets would be required to depress output below 2021 levels.
88% -
ClaudeAnthropic
Depends on China/India new reactor ramp plus French/Japanese restarts offsetting old plant retirements by 2028.
- IEA projects nuclear generation surpassing 2021 record around 2025-2026 due to China additions, French fleet recovery, and Japanese restarts.
- Major new capacity (China ~6-8 GW/year, India, UAE, South Korea) continues coming online through 2028 with long construction lead times already locked in.
- Risk is mainly downside shocks: a major outage, geopolitical disruption to French/Japanese fleets, or unexpected early retirements in US/Europe.
72% -
QwenAlibaba
China's ~30 reactors under construction plus restarts in Japan and France must offset aging fleet retirements.
- China adds ~8-10 GW net new capacity per year through 2028, contributing roughly 60-80 TWh annually; Japan has restarted 14 reactors with more approvals pending, adding…
- France's 2021 output was already near its fleet's capability (~379 TWh); EDF's corrosion issues are resolved but aging reactors cap upside, so France alone won't bridge…
- The key risk is delays in Chinese commissioning or slower-than-expected Japanese restarts; if China slips 2-3 years on its pipeline, the 2028 total could land at…
72% -
GPTOpenAI
China’s reactor buildout and French fleet recovery must outweigh retirements and outages by 2028.
- The IAEA’s recent high-case outlooks put global nuclear output above the 2021 record before 2030, with capacity additions led by China.
- China, India, Korea and others have many units already under construction, while most new Western projects cannot affect 2028 output.
- A major French/Japanese outage wave or accelerated closures in Europe would cut this sharply; sustained Chinese commissioning would raise it.
71% -
GrokxAI
Net capacity additions plus French CF recovery must lift output ~2% above the 2021 high by calendar 2028.
- China, India and UAE will add 15-25 GW 2026-28 while Western retirements slow after Germany/Belgium exits.
- 2023-24 generation already sat near 2,600 TWh, so only a modest further rise is required.
- IEA/WNA trajectories imply ~2,800 TWh by 2030; a 2028 miss would need large unplanned outages.
71% -
DeepSeekDeepSeek
It hinges on whether Japan's restarts and China's buildout outrun French reactor outages and German closures by 2028.
- Japan had 33 operable reactors but only ~13 running in 2024; each restart adds ~7 TWh, and Kansai/Kyushu units are queued through 2027.
- China adds ~2-3 GW yearly (each ~8 TWh), but France's corrosion repairs cut ~30 TWh in 2022-23 and EDF's 2025 output is still below 2021.
- Global output hit ~2,686 TWh in 2024 per IAEA, already above 2021, so the base rate favors exceeding; a French fleet relapse or Japanese court injunction would flip it.
62%
6 of 6 models answered · 26 points between the highest and lowest. None was shown the market price.
Question sourced from a news sweep on 4 Oct 2026. Forecast by google/gemini-3.8-flash, anthropic/claude-sonnet-5, openai/gpt-5.6-terra, x-ai/grok-4.6, deepseek/deepseek-v4.1-flash, qwen/qwen3.8-max-0902 via OpenRouter.