Methodology

Every score is deterministic: same inputs, same result, every time. No human thumb on the scale. Every figure traces to a published source. This is the full method, as of June 2026.

The scoring engine

How a score is built

Each product is scored against a published rubric of weighted pillars. Each pillar contains criteria. Each criterion maps a measured specification to a band (0–100 pts). Pillar scores are weighted averages of their criteria. The overall score is a weighted average of pillar scores. The same arithmetic runs on every product. No editorial adjustments.

What happens when a spec is missing

Every criterion declares a missing mode. Floor (40 pts): the manufacturer did not disclose this figure. Non-disclosure is penalised. Neutral (50 pts): this axis is not universally published in this product class. Absence is not penalised but nothing is assumed. Exclude: the criterion is dropped and the remaining pillar weights renormalised. Used for data not yet collected, or for axes that genuinely do not apply to a product.

Classes, not one leaderboard

Products are sorted into market classes (e.g., Premium European, Performance & Value) and judged within those classes. A boutique premium product should not be ranked against a volume residential product on scale, and vice versa. The class system prevents misleading cross-segment comparisons while still publishing all scores.

International publication

review.solar is an international publication. The root international safety standards (IEC 62109 for inverters; IEC 62619 for batteries; IEC 61215/61730 for panels) are the primary certification reference. National grid-connection overlays (AU AS/NZS 4777.2 + CEC; US UL 1741; EU VDE) are market-specific layers applied by regional distributors at installation. A product certified to the international base standard is not penalised for the absence of a regional national listing.

Solar panels: Rubric v5.1

46 products across silicon and thin-film. Six pillars. Thin-film (CdTe, CIGS) is scored on a separate lens calibrated to its distinct technology characteristics. It is not compared directly against crystalline silicon.

PillarWeightWhat it captures
Module architecture & efficiency0.20Cell technology (SunPower Maxeon, TOPCon, HJT, PERC), peak efficiency, temperature coefficient, and low-light / IAM performance. Technology tier is the dominant criterion. It determines what a panel achieves at STC and how much it loses in real-world partial-shade and high-temperature conditions.
Durability & environmental resistance0.22Hail resistance (MQT17 ball size, mm), damp heat extended testing (MQT13 beyond 1,000 hrs), ammonia resistance (IEC 62716 for livestock and coastal environments), anti-soiling glass coating, and encapsulant UV stability. New in v5.1: these are the criteria that determine whether a panel still performs at year 15, not just at installation.
Power & reliability0.18Power tolerance, NOCT (Nominal Operating Cell Temperature, a real-world heat indicator more useful than STC alone), frame and backsheet engineering, and cell-level reliability history.
Warranty & longevity0.16Product and performance warranty periods, end-of-term guaranteed output, and, new in v5.1, warranty transferability. A transferable warranty follows the panel, not the original purchaser: it adds real value on property sale and signals manufacturer confidence in long-term product quality.
Sustainability0.10Carbon footprint band, recycled content, end-of-life takeback programme, and manufacturing location energy source. Scored on disclosed data. Non-disclosure is penalised.
Guarantee & backbone0.14Manufacturer financial strength, BNEF bankability tier (shown for information only, never affects the score), manufacturing track record, and warranty assurance structure (parts + labour vs parts only).

v5.1 adds eight new criteria to the panel rubric: NOCT (real-world temperature performance), hail resistance, ammonia resistance, damp heat extended, warranty transferability, anti-soiling glass, low-light IAM, and expanded sustainability bands. NOCT, hail resistance, and warranty transferability use floor missing mode: non-disclosure is penalised. Ammonia resistance and damp heat use exclude missing mode: too few products currently disclose to discriminate fairly.

Home batteries: Rubric v2.2

19 residential products. Six pillars. Gateway dependency is disclosed on scorecard pages as an informational annotation. It is not scored. See the gateway note below.

PillarWeightWhat it captures
Capacity & usability0.11Usable energy as a percentage of nominal capacity (depth of discharge honesty), modularity and field-expandability in ≤5 kWh increments, and energy density / physical footprint.
Power & efficiency0.16AC round-trip efficiency (the energy you get back for every kWh you put in), continuous power output (determines whether the battery can run a full home load in backup), and operating temperature range, particularly relevant in hot climates where batteries derate above 40°C.
Longevity (verified)0.22Cycle life to 70% capacity, warranty throughput limit (cycles or MWh), warranty period, end-of-warranty retained capacity, and independent cycle/abuse testing (DNV, ITP, HTW). New in v2.2: cell balancing architecture (active vs passive) and warranty degradation guarantee type (linear annual-cap vs stepped midterm vs end-point only).
Safety & chemistry0.21Cell chemistry (LFP vs NMC), safety certification (critically, whether the full-assembly UL9540A fire propagation test has been passed, not just UL9540 or IEC 62619 which test cells or modules in isolation), thermal and fire mitigation architecture, AC terminal protection, and ingress protection for outdoor installation.
Guarantee & backbone0.15Warranty assurance (parts + labour vs parts only), manufacturer financial strength, and manufacturing track record.
Energy ecosystem0.15Open protocol and API maturity (Modbus TCP local vs cloud-only), VPP and FCAS grid services readiness, EV charging integration (V2H bidirectional vs OCPP smart vs none), thermal load management (SG-Ready heat pump vs relay switching vs none), smart home integration depth, and, new in v2.2, grid-forming & backup tier.

Cell balancing: active vs passive

Passive balancing dissipates excess charge as heat through resistors. Cells stay balanced but energy is wasted and thermal stress is generated at cell level. Active balancing recirculates charge between cells with no heat dissipation. Cells stay tighter across thousands of cycles, producing better long-run capacity retention. Active balancing is confirmed for Sonnen, Tesla Powerwall 3, and Enphase IQ Battery; it is estimated as passive for most other products where BMS architecture is not disclosed.

Warranty degradation guarantee: the clause most consumers never read

An end-point-only warranty (e.g., "≥70% capacity at year 10") permits a battery to lose 25% of its capacity in year two and then stabilise. The manufacturer satisfies the warranty but the customer suffers large early losses during the years of heaviest use. A stepped guarantee adds a midterm checkpoint. A linear annual-cap guarantee limits degradation per year and prevents front-loaded decline. Only Sonnen currently offers a linear degradation guarantee in this product set. Tesla offers stepped midterm + end-of-term. All others are end-point only.

Grid-forming vs grid-following

A grid-following battery needs an external AC voltage and frequency reference to operate. It cannot function without the grid or a running generator to synchronise to. A grid-forming battery creates that reference itself: it can black-start a home from a complete outage, run indefinitely from solar, and synchronise a generator or additional solar to its own microgrid. Sonnen, Tesla Powerwall 3, and Enphase IQ Battery (with IQ System Controller) are grid-forming in this product set. Most modular batteries (BYD, LG, Sungrow SBH, Huawei Luna, LG RESU) are grid-following. Their backup capability depends entirely on the paired hybrid inverter.

Gateway disclosure: not a penalty

Some batteries require a separate gateway or hub for full smart functionality (VPP dispatch, load management, blackout protection). Where this applies, the scorecard shows an amber gateway note. Gateway dependency is not penalised in the score. A gateway mounted at the switchboard can be the correct topology when the battery is installed in a garage, shed, or any location remote from the main electrical panel. The gateway note is a disclosure so the consumer knows a separate box exists and understands its role.

Inverters: Rubric v3.1

28 products across residential hybrid, small commercial, and large C&I. Seven pillars. Inverter tier pages (Residential, Small Commercial, Large C&I) apply a reweighted profile to surface the criteria most relevant to each segment.

PillarWeightWhat it captures
Efficiency0.16Weighted (CEC/Euro) efficiency, the primary real-world metric. Peak efficiency. New in v3.1: semiconductor technology (SiC vs GaN vs IGBT) and night standby consumption (W drawn when not generating).
Design & flexibility0.14Number of independent MPPT trackers, DC:AC oversizing ratio, and maximum input current per MPPT. These determine how well the inverter handles shading, mixed orientations, and high-density panel arrays.
Thermal & physical resilience0.18Thermal management (fanless / smart fan / fixed fan, with audible noise implications), ingress protection rating, operating temperature range, and surge and arc (SPD) protection class.
Features & integration0.14Hybrid / battery capability, backup islanding quality, monitoring and smart features, and, new in v3.1, reactive power range (power factor and Q(U)/Q(P) response for grid voltage management).
Safety & compliance0.12Grid and safety certification (IEC 62109 international base; regional overlays noted but not penalised for international products), and shutdown / arc safety (AFCI capability and panel-level rapid shutdown).
Guarantee & backbone0.14Warranty period, warranty assurance (parts + labour), manufacturer financial strength, and manufacturing track record.
Energy ecosystem0.12Open protocol and API maturity (Modbus TCP + SunSpec vs cloud-only), VPP and FCAS readiness, EV charging integration (V2H vs OCPP vs none), thermal load management, and smart home integration depth.

Semiconductor technology: why it matters

Silicon carbide (SiC) and gallium nitride (GaN) switching devices achieve lower conduction and switching losses than standard silicon IGBT, the same transition that transformed EV drivetrains. SiC excels at high-voltage C&I applications (the Fronius Argeno 125 is the first confirmed SiC residential/C&I inverter in this product set, enabling its 99.1% peak efficiency). GaN excels at the low-voltage, high-frequency switching of microinverters (Enphase IQ8). Standard silicon IGBT is mature, field-proven, and cost-effective. The 55-pt band reflects that it is the established technology, not a failing one. Products using SiC or GaN earn a technology premium that reflects genuine long-run efficiency advantages, particularly at partial load, which is where solar inverters spend most of their operating life.

Night standby consumption: the silent lifetime cost

An inverter drawing 10W during 11 non-generating hours per night consumes approximately 400 kWh over a 10-year warranty term. That is energy the household pays for but never benefits from. Fanless residential inverters typically draw 1–3W; smart-fan products 3–6W; C&I products more, though at larger system scales the percentage impact is negligible. This criterion is scored as neutral missing mode. Many manufacturers do not publish standby wattage, and absence of data is not penalised. Products that publish this figure and achieve low standby earn a legitimate competitive advantage.

Reactive power range: voltage management on the real grid

Voltage rise at the end of distribution feeders is the primary physical constraint on solar penetration in most Australian networks. Reactive power injection (Q(U) volt-VAR response) is the tool networks use to manage it. The range of that response (±0.8 pf vs ±0.9 pf, and whether the inverter also supports Q(P) active-power-dependent response) determines how much the inverter can contribute to network stability. All AU CEC-approved inverters support Q(U) response to AS/NZS 4777.2 as a minimum; the differentiation is in whether Q(P) four-quadrant response is also implemented. Huawei SUN2000 is the only confirmed four-quadrant product in this set.

What we do not score

Price

Price changes daily and varies by installer, region, and procurement volume. A score that bakes in price would be stale within weeks. Price context is provided separately where relevant but never affects a rubric score.

Bankability tier (BNEF) and module reliability rankings (PV ModuleTech)

BloombergNEF Tier 1 is a project finance construct. It reflects whether lenders will write debt against a product, not whether it outperforms in the field. PV ModuleTech publishes granular A+ to F manufacturer reliability rankings based on manufacturing quality audits and field data. Both are respected industry signals. Neither affects a score. BNEF's methodology is not publicly disclosed; incorporating an opaque external ranking into a deterministic scoring engine would undermine the transparency we require of every criterion. PV ModuleTech's rankings are proprietary, update quarterly, and would introduce a dependency on data we cannot republish. A score that changes for reasons a reader cannot independently verify is not a transparent score. Both are shown as informational context where available.

Regional availability and certification

Whether a product is available in a specific market, or carries a specific national certification (AU CEC, US UL listing), is shown in notes where known. It is not a rubric criterion. A globally certified product is not penalised on an international publication for the absence of a single national overlay.

Rubric versions: Panel v5.1 · Battery v2.2 · Inverter v3.1 · June 2026. Powered by Solar Analytica.