Technology

The hardware and software making solar cheaper

Two things drive the cost of clean energy down. Better hardware squeezes more watts out of the same roof, and smarter software squeezes more value out of every watt you generate. Here is what is actually changing, and what it means for your bill.

All figures footnoted below. Last reviewed 24 July 2026.

Part one: hardware

Panel efficiency, worldwide

Efficiency is the share of sunlight a panel turns into electricity. It matters to your wallet for a slightly indirect reason: a more efficient panel produces more power from the same roof, the same racking and the same day of labour.

Commercial module and cell efficiency by technology

Typical ranges in production, 2026[1]

The last bar is not comparable with the others. It is a single laboratory cell rather than a module you can buy, included to show the direction of travel.

TOPCon took over

TOPCon has become the mainstream cell design, reported at roughly 24 to 26 percent in commercial production against 20 to 22 percent for the older PERC panels it replaced. By the end of 2025 it accounted for the large majority of new cell manufacturing capacity worldwide.[1]

HJT and back contact

Heterojunction (HJT) reaches a similar efficiency band with a better temperature coefficient, meaning it loses less output on hot days, though it costs more. Back contact designs (IBC and ABC) move the wiring behind the cell and currently top the module efficiency tables at around 25 percent.[1]

Perovskite tandems ahead

Stacking a perovskite layer on silicon breaks the ceiling that limits any single junction cell. In July 2026 LONGi reported a certified 35.5 percent tandem cell, well beyond the 33.7 percent theoretical limit for single junction devices.[2]

What this means when you buy. You are very unlikely to be offered perovskite tandems today. You will be offered TOPCon, and that is a genuine upgrade on the panels of a few years ago. Higher efficiency is most valuable when your roof space is limited. If you have plenty of room, a cheaper panel per watt often beats a more efficient one per panel. Compare quotes on cost per watt and on total annual output, not on the efficiency percentage alone.
Part two: software

The cheapest upgrade is often code

Hardware decides how much energy you make. Software decides how much that energy is worth. On a time varying tariff the same kilowatt hour can be worth several times more at 6pm than at midday, and shifting it is a scheduling problem rather than a hardware problem.

Home energy management systems

A HEMS is the control layer sitting between your inverter, battery, meter, EV charger and major appliances. It decides when to store, when to use and when to export, using your tariff plus forecasts of solar output and household demand.[3] Many modern inverters and batteries include one, with varying degrees of sophistication.

Tariff aware battery scheduling

Where a utility publishes day ahead or time of use pricing, control software can charge the battery when power is cheapest and discharge it into the expensive evening peak. This is where most of a battery's financial return comes from, so the quality of the software materially changes the payback.[3] See our guide to time of use tariffs.

Virtual power plants

A VPP aggregates thousands of home batteries so the grid can call on them at peak times, paying participants for the service. It can turn a battery from a pure cost saving into a small income stream, though it means giving an operator some control over your stored energy.[3]

Monitoring that pays for itself

Panel level monitoring flags a shaded, soiled or failed panel that would otherwise quietly cost you output for years. It is one of the few cases where paying a little more at installation reliably pays back, because undetected faults are invisible on a monthly bill.

Ask before you buy: does the system support your utility's tariff structure, can you change the schedule yourself, does joining a VPP lock you in, and does the monitoring keep working if the manufacturer's cloud service is discontinued? Software features are easy to promise in a sales meeting and hard to verify afterwards.
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Sources & notes

  1. Panel efficiency by technology. Clean Energy Reviews, Most efficient solar panels (2026 edition), together with industry reporting on TOPCon, HJT and back contact efficiency ranges and manufacturing share. cleanenergyreviews.info
  2. Perovskite tandem record. LONGi's 35.5 percent crystalline silicon perovskite tandem cell certified by the European Solar Test Installation, announced 14 July 2026. Previous NREL certified record 34.85 percent in April 2025. Shockley-Queisser single junction limit 33.7 percent. pv-magazine.com · NREL best research-cell efficiency chart
  3. Home energy management and virtual power plants. Industry reference material on HEMS architecture, dynamic tariff control and VPP participation. We describe these capabilities qualitatively because published savings figures vary enormously by tariff and household, and are frequently vendor supplied. HEMS platform comparison

Laboratory cell records are measured on small area devices under controlled conditions and are not directly comparable with the rated efficiency of a commercial module.