Technical Comparison

How KIB Compares
to Every Other Chemistry in the Room

Group1's potassium-ion battery (KIB) with Prussian White cathode, benchmarked across 8 performance dimensions against the chemistries competing for the same contracts.

UPS
AI Data Center
Critical Infrastructure
Defense
Grid Storage

UPS, AI data centers, and critical infrastructure are applications where energy density is not the primary constraint. Procurement is driven by power delivery, safety certification, and total cost of ownership (TCO) over the asset lifecycle — the exact dimensions where KIB leads.

For UPS, AI data centers, and critical infrastructure, the winning battery chemistry is not the one with the highest energy density — it is the one that best balances high-rate power delivery, safety certification, lifecycle economics, and sovereign supply chain.

Scoring: Relative rankings 1–10 across 5 chemistries per dimension — not absolute measurements
Weighting: All 8 dimensions equally weighted; dimensions selected for UPS / data center procurement relevance
10 = best performer on this dimension among these five chemistries. See References tab for epistemic limits on specific claims.
Energy DensityRate CapabilityCycle LifeSafetyTCOHigh-TempPerformanceSupply ChainSovereigntySelf-Discharge246810
Hover any axis label for full notes · Click to pin & navigate
Chemistries
Click a row to isolate on chart
Prussian White (KPW)
KPW · KIB
63/80
Isolated
Lithium Iron Phosphate
LFP · LFP-LIB
57/80
Isolated
Na Layered Oxide
NMO₂ · Na-ion
47/80
Isolated
Nickel Oxyhydroxide
NiZn · Ni-Zn
40/80
Isolated
Lead Dioxide
PbA · Lead-Acid
32/80
Isolated

On these scores: Rankings reflect a combination of peer-reviewed material properties, published literature performance data, and system-level assessments — no single dimension is scored on a uniform basis. Cycle Life scores reflect literature performance ceilings; KIB demonstrated specification is 1,000 cycles (Group1, Beyond Lithium Conference, ORNL 2024). TCO and Supply Chain scores are system-level extrapolations. For the evidential basis and epistemic limits of each score, see the References & Sources tab.

This document was reviewed by Group1's internal technical team and Scientific Advisory Board. It is not intended as a substitute for independent third-party assessment.
DimensionKIBLFP-LIBNa-ionNi-ZnLead-Acid
Energy Density68542
Rate Capability97674
Cycle Life89842
Safety87695
TCO77653
High-Temp Performance78643
Supply Chain Sovereignty103248
Self-Discharge88835
Total / 806357474032
KIB Advantage Summary

Potassium Prussian White (KPW), the cathode at the heart of KIB, uses no critical minerals, a fully domestic supply chain, and an oxygen-free structure that eliminates the thermal runaway pathway common to lithium chemistries. It delivers competitive energy density and superior rate capability — and is drop-in compatible with existing Li-ion manufacturing infrastructure, making it not just a scientific advance, but a practical one.

Citation tiers: Tier 1 = UT-Austin / Goodenough lab (direct IP lineage) · Tier 2 = peer-reviewed academic · Tier 3 = supporting & industry. Scored 1-10 across 8 dimensions. Items marked with KIB tag are dimensions where Group1's differentiation is strongest. Items flagged are epistemic limits.

kib
lfp
ni-zin
lead-acid
na-ion
Tier 1 — UT Austin (Goodenough / Manthiram / Khani Labs) · KPW, LFP & Na-ion
[1] Xue et al. — KPW Cathode Discovery · Goodenough Lab, UT Austin · Energy Density, Rate Capability, Safety
kib

Xue L, Li Y, Gao H, Zhou W, Lu X, Kaveevivitchai W, Manthiram A, Goodenough JB

DOI / Source: J. Am. Chem. Soc. 2017, 139(6), 2164–2167 · doi:10.1021/jacs.6b12598

The foundational KPW paper. Leigang Xue (Group1 co-founder) invented KPW in Goodenough's lab at UT Austin. Establishes ~3.6V discharge, 156 mAh/g capacity, open PBA framework. Peer reviewer: top 5% significance for JACS. Supports: Energy Density (capacity baseline), Rate Capability (4V class, fast kinetics), Safety (oxygen-free cathode). The direct IP chain to Group1.

[2] Sada, Darga & Manthiram — KIB Manufacturability · UT Austin · Safety, Cycle Life, TCO
kib

Sada K, Darga J, Manthiram A

DOI / Source: Adv. Energy Mater. 2023, 13, 2302321 · doi:10.1002/aenm.202302321

Group1 explicitly named in Table 1. Supports: Safety (Al current collector, 0V deep discharge tolerance); Cycle Life (manufacturability path to commercial validation); TCO (graphite anode = drop-in to LIB supply chain). Manthiram group, UT Austin — co-authors of original KPW discovery.

[3] Nanda, Dolocan et al. — KIB Thermal Safety · UT Austin · Safety (Energy Environ. Sci. 2026)
kib

Nanda S, Dolocan A, Yanyachi A, Satpute SS, Kim D, Hull KL, Finegan D, Ezekoye O, Khani H

DOI / Source: Energy Environ. Sci. 2026, 19, 1215–1236 · doi:10.1039/D5EE06908D

First rigorous thermal decomposition study of KIB anode-electrolyte system, from UT Austin (Materials Science, Mechanical Engineering, Chemistry). Key quantitative findings: total thermal energy from KIB anode+electrolyte ~262 J/g vs. Li-ion analogue ~431 J/g — 40% less heat in a worst-case thermal event. However, KC8 K-leaching onset is ~65°C vs. ~100°C for Li-ion — earlier reactivity onset. Critical finding: low-flammability electrolyte (TEP) releases ~264 J/g when thermally decomposing — roughly 2x a conventional LiPF6/carbonate electrolyte. Core conclusion: low flammability does NOT equate to thermal safety; interfacial reactivity and SEI composition govern risk. Supports KIB Safety score (8): lower total thermal energy than Li-ion, oxygen-free KPW cathode eliminates O2-release pathway. The nuance: electrolyte selection and SEI engineering remain critical. Open Access.

[4] Xue, Gao, Li & Goodenough — K+ Thermodynamic Preference in PBA · UT Austin · Rate Capability, Energy Density (JACS 2018)
kib

Xue L, Gao H, Li Y, Goodenough JB

DOI / Source: J. Am. Chem. Soc. 2018 · doi:10.1021/jacs.7b12267

Demonstrates that PBA cathode frameworks thermodynamically prefer K+ over Na+. K2MnFe(CN)6 more stable than Na2MnFe(CN)6 — K+ forms stronger bonds with CN (4.11 vs 4.77 Å interatomic distance); K+ insertion gains higher energy than Na+. Cells transform from Na to K working ion spontaneously, with discharge voltage increasing 0.2V after transformation — direct evidence KIB achieves higher voltage than Na-ion PBA analogs. Supports: Rate Capability score 9 (K+ is thermodynamically preferred in PBA — not just kinetically faster, but structurally preferred); Energy Density (higher voltage vs Na-ion PBA). Leigang Xue (Group1 co-founder) is first author. Goodenough lab, UT Austin.

[5] Xue, Gao, Zhou et al. — Dendrite-Free Liquid K-Na Alloy Anode · UT Austin · Rate Capability, Safety (Adv. Mater. 2016)
kib

Xue L, Gao H, Zhou W, Xin S, Park K, Li Y, Goodenough JB

DOI / Source: Adv. Mater. 2016 · doi:10.1002/adma.201602633

First demonstration of liquid K-Na alloy as dendrite-free anode. Dendrite-free cycling for 2,800 hours vs solid Na anode which failed with explosion at 465 hours. Full-cell rate capability: 63% capacity retained at 10C — the strongest early published evidence for KIB high-rate capability in a full-cell format. 400-cycle full cell stability demonstrated. Uses same MnFe(CN)6-based cathode chemistry as Group1's KPW. Supports: Rate Capability score 9 (10C in full cell confirmed); Safety (dendrite-free by design — confirms the safety architecture underlying Group1's graphite anode approach). Leigang Xue (Group1 co-founder) is first author. Goodenough lab, UT Austin.

[6] Manthiram & Cui — Oxide Cathode Behaviour · UT Austin · LFP & Na-ion Safety (Nature Energy 2026)
lfp

Manthiram A, Cui Z

DOI / Source: Nature Energy (2026) · doi:10.1038/s41560-025-01963-x

Reviews chemical factors controlling oxide cathode behaviour — O2 release, surface reactivity, thermal stability. From the Manthiram lab, UT Austin — the same lab that invented LFP (polyanion cathode) and KPW. Polyanion structure of LFP tightly binds oxygen, explaining LFP's safety advantage over layered oxides. Also explains why layered oxide Na-ion variants have composition-dependent safety. Supports LFP Safety score (7) and Na-ion Safety score (7).

[7] Liu, Cui & Manthiram — Na-ion Gas Evolution · UT Austin · Na-ion Safety (Adv. Energy Mater. 2025)
na-ion

Liu C, Cui Z, Manthiram A

DOI / Source: Adv. Energy Mater. (2025) · doi:10.1002/aenm.202504756

Online electrochemical mass spectrometry of gas evolution in layered oxide Na-ion cathodes, UT Austin. Key finding: NaNiO2 releases MORE gas than LiNiO2 even at lower states of charge, due to higher Ni-O covalency via the inductive effect of Na-O bonds. Mn and Mg doping suppress gas most effectively. Supports Na-ion Safety score (6) — NaNiO2 releases more gas than LiNiO2 even at lower states of charge; layered oxide Na-ion has a structurally worse O2-release profile than LFP or KIB.

[8] Sada, Kmiec & Manthiram — Na Layered Oxide Cathodes · UT Austin · Na-ion Cycle Life (Angew. Chem. 2024)
na-ion

Sada K, Kmiec S, Manthiram A

DOI / Source: Angew. Chem. Int. Ed. 2024, 136, e202403865 · doi:10.1002/anie.202403865

Mitigating sodium ordering in layered NaNiO2 cathodes, UT Austin. Sodium ordering-driven capacity fade is a primary degradation mechanism in O3-type Na-ion layered oxides — a limitation KIB's PBA structure structurally avoids. Supports Na-ion Cycle Life score (6).

Tier 2 — Peer-Reviewed Academic (Non-UT Austin)
[9] Hosaka, Kubota, Hameed & Komaba — Research Development on K-Ion Batteries · Rate Capability, Energy Density, Cycle Life, Safety (Chem. Rev. 2020)
kib

Hosaka T, Kubota K, Hameed AS, Komaba S

DOI / Source: Chem. Rev. 2020, 120, 6358–6466 · doi:10.1021/acs.chemrev.9b00463

The definitive 108-page KIB review from Komaba lab, Tokyo University of Science — one of the two or three most cited groups in K-ion battery science globally. Published in Chemical Reviews (IF ~72). Key data: K⁺ Stokes radius 3.6 Å is the smallest of all alkali ions, directly supporting fast electrolyte transport; K⁺/K standard potential −2.93V enables higher cell voltage than Na-ion; K crustal abundance ~2.6% vs Li ~0.002% (1,300× ratio); Al current collector works at both anode and cathode, eliminating the Cu foil required by Li-ion. Also identifies the three PBA degradation mechanisms — Mn dissolution, vacancy formation, water side reactions — explaining why defect-free synthesis is required for long cycle life. Supports Rate Capability, Energy Density, Cycle Life, Safety, TCO, and Supply Chain claims.

[10] Deng et al. — Defect-Free K₂Mn[Fe(CN)₆] Cathode · Rate Capability & Cycle Life (Nat. Commun. 2021)
kib

Deng L, Qu J, Niu X et al.

DOI / Source: Nat. Commun. 12, 2167 (2021) · doi:10.1038/s41467-021-22499-0

Demonstrates defect-free KMF cathode via EDTA-chelated synthesis, achieving 7,800-cycle life at 3.33C (80% retention) — the literature ceiling for this chemistry class. Full cell with graphite anode: 331.5 Wh/kg at 3.58V average discharge, higher voltage than LFP||Graphite (3.2V). Rate performance: 58% capacity at 6.67C. Notably, defect-free KMF produces negligible HCN vs defective material, confirming that synthesis quality is critical for PBA safety. Beihang University (top-9 China). Supports Cycle Life and Rate Capability claims; the 7,800-cycle figure is the literature maximum — Group1's publicly demonstrated specification is 1,000 cycles (Beyond Lithium Conference, ORNL, August 2024).

[11] Dhir, Cattermull, Jagger et al. (Pasta lab, Oxford) — KIB Characterisation & DFN Modelling · Rate Capability, Energy Density (Nat. Commun. 2024)
kib

Dhir S, Cattermull J, Jagger B, Schart M, Olbrich LF, Chen Y, Zhao J, Sada K, Goodwin A, Pasta M

DOI / Source: Nat. Commun. 15, 7580 (2024) · doi:10.1038/s41467-024-51537-w

First rigorous DFN full-cell model of a KIB in commercial cell format (LG M50 geometry), from Pasta lab at Oxford — the leading non-UT group on K-ion science. Key kinetics finding: KMF exchange current density j0 is slightly better than LFP at the electrode level; with optimised electrolyte, KIB matches LFP at 5C (35% vs 37% accessible capacity). Critical limitation documented: current KFSI:TEP electrolyte delivers only 8% accessible capacity at 5C due to high viscosity — the electrolyte is the commercial bottleneck, not the electrode materials. Stack-level energy comparison: KIB gravimetric energy is 1% better than LFP but volumetric is 24% lower due to KMF bulk density (2.22 vs 3.45 g cm⁻³). The most important independent quantification of the KIB vs LFP rate and energy tradeoffs available in the literature. Open access.

[12] Dhir et al. — K-Ion Kinetics · Rate Capability & Safety (Chem 2020)
kib

Dhir S, Wheeler S, Capone I, Pasta M

DOI / Source: Chem 2020, 6(10), 2442–2460 · doi:10.1016/j.chempr.2020.08.012

Comprehensive outlook on K-ion batteries from Pasta lab (Oxford), establishing the physical basis for KIB's rate advantage. Key data: K⁺ Stokes radius 3.6 Å is the smallest of all alkali ions; K⁺-graphite solid-state diffusion coefficient 2.0×10⁻¹⁰ m²/s vs Li⁺ 1.5×10⁻¹⁵ m²/s — five orders of magnitude faster. Graphite-K intercalation potential stays above K-metal plating potential, reducing dendrite risk. Supports Rate Capability and Safety claims.

[13] Sun, Liang, Zhu et al. — KIB with PBA Cathode at 60°C · High-Temp Performance (PNAS 2020)
kib

Sun H, Liang P, Zhu G et al.

DOI / Source: Proc. Natl. Acad. Sci. U.S.A. 117, 27847–27853 (2020) · doi:10.1073/pnas.2012716117

Demonstrates a PBA-cathode KIB operating at 60°C with good cycling stability and rate capability — the most direct published evidence for KIB high-temperature performance. Key data: 3.6V cell, 381 Wh/kg, 89% retention after 820 cycles at room temperature; at 50–60°C, higher specific capacity and lower overpotential than room temperature due to enhanced K-ion kinetics. Stanford/Tsinghua/Taiwan, Hongjie Dai lab. Note: uses a cobalt-doped PBA composition with ionic liquid electrolyte rather than Group1's KPW with carbonate — same structural class, different chemistry. Supports High-Temp Performance claim.

[14] Wernert, Croguennec et al. — KVPO4F Self-Discharge Mechanism · Self-Discharge (ACS Appl. Energy Mater. 2022)
kib

Wernert R, Nguyen LHB et al.

DOI / Source: ACS Appl. Energy Mater. 2022, 5, 12, 14913–14921 · doi:10.1021/acsaem.2c02379

Identifies self-discharge in high-voltage K-ion cathodes as driven by electrolyte degradation above ~4.7V vs K/K⁺ — an electrolyte-side reaction, not structural instability of the cathode itself. From ICMCB Bordeaux / RS2E (French national electrochemical storage network), using synchrotron XRD. Key relevance: KPW operates at ~3.7–4.0V vs K/K⁺, approximately 0.7–1.0V below this self-discharge onset threshold. Provides mechanistic support for KPW's low self-discharge claim. Supports Self-Discharge score.

[15] Yang et al. — PBA Review: K-ion & Na-ion Cathodes · Cycle Life & TCO (Nano Energy 2022)
kib

Yang Y, Zhou J, Wang L et al.

DOI / Source: Nano Energy 99, 107424 (2022) · doi:10.1016/j.nanoen.2022.107424

Comprehensive PBA review covering Na-, K-, and multivalent-ion cathode materials. Shanghai University / University of Western Ontario. Key findings: open 3D PBA channel structure is intrinsically compatible with long cycle life when defects and water content are controlled; defect-poor synthesis via chelating agents (citrate, EDTA) is the established route to high-performance PBAs — the same principle underlying Group1's KPW synthesis. Documents that PBA synthesis routes are scalable and use earth-abundant precursors. Supports Cycle Life and TCO claims.

[16] Bazant — Intercalation Kinetics & Phase-Separating Electrode Theory · Rate Capability (Acc. Chem. Res. 2013)
lfp

Bazant MZ

DOI / Source: Acc. Chem. Res. 46(5), 1144–1160 (2013) · doi:10.1021/ar300145c

Bazant's flagship theoretical paper (~620 citations), MIT. Presents a unified nonequilibrium thermodynamic theory of charge transfer and intercalation kinetics for phase-separating electrode materials, validated empirically against LFP. Key finding: phase separation in LFP nanoparticles is suppressed under applied current — the intercalation wave propagates as a reaction-limited front, explaining LFP's high rate capability despite two-phase equilibrium. KMF (K₂Mn[Fe(CN)₆]) is also a phase-separating intercalation cathode in the same materials class; the measured j0,KMF from Dhir et al. [11] being comparable to LFP's j0 is consistent with this theoretical framework. Provides the physics language underlying Rate Capability claims for both LFP and KIB.

[17] Yao, Benson & Chueh — Na-ion TCO Roadmaps vs. LFP · TCO, Energy Density, Supply Chain (Nat. Energy 2025)
na-ion

Yao A, Benson SM, Chueh WC

DOI / Source: Nat. Energy 10, 404–416 (2025) · doi:10.1038/s41560-024-01701-9

Stanford/SLAC DOE-funded analysis modeling 6,048 scenarios for Na-ion price competitiveness vs LFP. Nature Energy (IF ~67) — the highest-impact journal in this reference list. Key finding: pre-2030 price advantage over LFP is challenging; under baseline conditions, price parity arrives ~2035 and price advantage ~2047. 2,522 of 6,048 scenarios produce no Na-ion price advantage before 2050. Hard carbon anode identified as a structural cost driver — low tap density and slopey voltage profile impose materials intensity penalties; may require >400 mAh/g improvements or replacement to compete long-term. Cell modeling puts 2024 baseline Na-ion at 134 Wh/kg / 272 Wh/L. Supports Na-ion TCO and Energy Density scores, and indirectly strengthens KIB supply chain argument: the three supply chains that determine Na-ion competitiveness (lithium, graphite, nickel) are the three KIB structurally avoids.

[18] Hwang, Myung & Sun — Na-Ion Batteries: Present and Future (Chem. Soc. Rev. 2017)
na-ion

Hwang JY, Myung ST, Sun YK

DOI / Source: Chem. Soc. Rev. 2017, 46, 3529–3614 · doi:10.1039/C6CS00776G

The authoritative Na-ion battery review from Yang-Kook Sun's lab, a world-leading Na-ion research group. Published in Chemical Society Reviews (IF ~46). Covers Na-ion cathode materials, anodes, electrolytes, and system-level performance. Used as the general Na-ion reference anchoring the Na-ion chemistry context on this chart. Supports Na-ion Energy Density, Rate Capability, and Cycle Life scores.

[19] Kim, Yoon, Lim & Kang — Graphite Anode in K vs. Na · Energy Density & TCO (Chem. Commun. 2016)
na-ion

Kim H, Yoon G, Lim K, Kang K

DOI / Source: Chem. Commun. 2016, 52, 12618–12621 · doi:10.1039/C6CC05362A

Comparative study of graphite electrodes for Li, Na, and K batteries. Seoul National University; Kisuk Kang, one of the most cited battery scientists globally (now also at MIT). Key finding: Na⁺ cannot intercalate into graphite as a bare ion under standard battery conditions — K⁺ forms stable KC₈ reversibly while Na does not. Na-ion batteries therefore require hard carbon anode, which carries lower volumetric density and higher cost than graphite. Supports the Energy Density and TCO score differential between KIB and Na-ion.

[20] Moriwake, Kuwabara, Fisher & Ikuhara — Why Na-GIC is Unstable · Na-ion Energy Density & TCO (RSC Advances 2017)
na-ion

Moriwake H, Kuwabara A, Fisher CAJ, Ikuhara Y

DOI / Source: RSC Adv. 2017, 7, 36550–36554 · doi:10.1039/c7ra06777a

DFT first-principles study from Japan Fine Ceramics Center showing Na-graphite intercalation compound (GIC) formation energies are positive — thermodynamically unstable — at all intercalation stages. Only sodium among the alkali metals cannot form stable GICs; K-GIC is more stable than even Li-GIC. Provides the theoretical basis for why Na-ion requires hard carbon anode while K-ion uses standard graphite. The finding has been independently confirmed by multiple groups. Supports Na-ion Energy Density and TCO scores; provides theoretical backing for KIB's graphite anode advantage.

[21] Zhao, Fan, Ding, Lu et al. — Alkaline Zn Electrode Mechanisms · Cycle Life, Self-Discharge (ACS Energy Lett. 2019)
ni-zin

Zhao Z, Fan X, Ding J, Hu W, Zhong C, Lu J

DOI / Source: ACS Energy Lett. 4, 2259–2270 (2019) · doi:10.1021/acsenergylett.9b01541

Definitive mechanistic reference for alkaline zinc electrode failure modes, from Jun Lu's group at Argonne National Laboratory (DOE/NSF funded). ACS Energy Letters (IF ~19). Documents the three fundamental electrochemical constraints of alkaline Zn anodes: ZnO/Zn(OH)₂ passivation blocking active material, dendritic zinc growth limiting cycle life, and hydrogen evolution reaction (HER) as a parasitic process that directly causes self-discharge by oxidizing the zinc anode at rest. These are structural constraints of the alkaline zinc system, not engineering failures — directly applicable to Ni-Zn batteries which use the same anode chemistry. Supports Ni-Zn Cycle Life and Self-Discharge scores.

[22] Bello, Raza et al. — Ni-Zn Battery Reliability Review · Cycle Life, Self-Discharge, High-Temp (EcoMat 2024)
ni-zin

Bello IT, Raza H, Michael AT, Muneeswara M, Tewari N, Wang B, Cheung YN, Choi Z, Boles ST

DOI / Source: EcoMat 7(1) (2024) · doi:10.1002/eom2.12505

Comprehensive reliability review of Ni-Zn battery systems from CAiRS Hong Kong / Hong Kong Polytechnic University / NTNU Norway. EcoMat (Wiley), open access. Covers degradation mechanisms and improvement strategies across the full system. Key findings: zinc dendrite formation, anode deformation, and passivation are identified as fundamental constraints on cycle life not fully resolved by current engineering; self-discharge driven by zinc anode corrosion in alkaline electrolyte; thermal management is a documented reliability challenge. Confirms aqueous alkaline electrolyte is inherently non-flammable — Ni-Zn's strongest differentiator. Supports Ni-Zn Cycle Life, Self-Discharge, High-Temp, and Safety scores.

[23] May, Davidson & Monahov — Lead Batteries for Utility Energy Storage · Cycle Life, TCO, Energy Density (J. Energy Storage 2018)
lead-acid

May GJ, Davidson A, Monahov B

DOI / Source: J. Energy Storage 15, 145–157 (2018) · doi:10.1016/j.est.2017.11.008

Comprehensive review of lead battery technology for utility and stationary energy storage, comparing directly with Li-ion and other chemistries. Open access. Covers cell construction, performance characteristics, failure modes, and real-world deployments including UPS and grid applications. Key findings: typical VRLA energy density 30–50 Wh/kg; AGM cells are the dominant design for UPS and standby due to predictable charge regimes; replacement cycles of 3–5 years in float service drive TCO significantly higher than upfront cost suggests; H₂ evolution during overcharge requires ventilation. The primary academic reference for lead-acid performance characteristics on this chart. Supports Energy Density, Cycle Life, TCO, and Safety scores.

[24] Farber-DeAnda, Miller, Moseley & Butler (Sandia/DOE) — VRLA Reliability in Stationary Applications · Cycle Life, High-Temp (SAND2004-0914)
lead-acid

Farber-DeAnda M, Miller J, Moseley P, Butler P

DOI / Source: Sandia National Laboratories SAND2004-0914 · DOE Energy Storage Systems Program · March 2004 · osti.gov/biblio/918779

The largest field reliability study of stationary VRLA batteries available in the public literature — DOE Energy Storage Systems Program, conducted by Sandia National Laboratories. Survey of over 700,000 VRLA cells across US stationary applications. Key findings: 42% of cells operated 5+ years before replacement; 25% were never replaced — but a significant portion underperformed nameplate due to positive grid corrosion, electrolyte stratification, and thermal stress. Temperature is identified as the dominant environmental factor for VRLA life, directly relevant to data center rack conditions. AGM cells are confirmed as the dominant design for UPS and standby — establishing the incumbent technology Group1 is displacing. Supports Lead-Acid Cycle Life and High-Temp scores.

Tier 3 — Non-Academic: Industry, Internal Data & Regulatory Sources
Komaba — Na-ion & K-ion Chemistry for Sustainable Battery · External Scientific Validation (Battery2030+ 2024)
kib

Komaba S (Tokyo University of Science)

DOI / Source: Battery 2030+ Excellence Seminar · March 19, 2024 · battery2030.eu/news/excellence-seminars/na-ion-and-k-ion-chemistry-for-sustainable-battery/

Invited talk by Shinichi Komaba (Tokyo University of Science) — the world's most cited KIB scientist — to the EU Battery2030+ Excellence Seminar, March 2024. Battery2030+ coordinates 100+ European institutions and is the EU's flagship battery research initiative. Title: Na-ion and K-ion chemistry for sustainable battery. Non-peer-reviewed but cited as an authority signal: the field's leading academic voice presenting K-ion as a viable chemistry direction to Europe's premier battery strategy program.

Manthiram — PBA Safety Nuance · Na-ion/KIB Context (Battery Power Online 2025)

Manthiram A, presentation at 2025 Solid-State and Sodium-Ion Battery Conference

DOI / Source: batterypoweronline.com · September 2025

Manthiram presentation noting that PBA cathodes can release HCN and cyanogens at elevated temperatures — a relevant safety nuance for Na-ion PBA variants such as Altris. KPW's manganese substitution addresses this pathway, meaning Na-ion PBA and KPW are not equivalent from a safety standpoint despite both using the PBA framework.

NFPA Journal — Li-Ion Fire Risk in AI Data Centers · Safety Context (Feb 2026)

NFPA Journal, Feb 11 2026

DOI / Source: nfpa.org · 'The Lithium-Ion Battery Risk Inside AI Data Centers'

Li-ion batteries classified as a new fire hazard category specifically in AI data centers. Trade publication, not peer-reviewed — cited for regulatory and market context. Establishes why Safety is increasingly a procurement gating criterion for hyperscale UPS buyers. KIB (oxygen-free cathode) and Ni-Zn (aqueous electrolyte) avoid this classification through different mechanisms.

Group1 — 18650 Format Product Announcement · Rate Capability & Commercial Format (PR Newswire 2024)
kib

Group1. PR Newswire, August 2024. 'Group1 Unveils First Potassium-Ion Battery in 18650 Format'

Public product announcement for the world's first KIB in standard 18650 format, presented at the 14th Annual Beyond Lithium Conference, Oak Ridge National Laboratory. Specifications: 3.7V nominal, standard graphite anode, 1,000 cycles demonstrated. The >20C discharge rate is a product target, not an independently validated specification. This is a public press release (not peer-reviewed) — cited as the primary public source for Group1's commercial specification claims.

Group1 — World's First 18650 KIB · Cycle Life Commercial Specification
kib

Group1. Presentation at the 14th Annual Beyond Lithium Conference, Oak Ridge National Laboratory, August 2024. PR Newswire release: 'Group1 Unveils First Potassium-Ion Battery in 18650 Format'

Public announcement of the world's first potassium-ion battery in standard 18650 cylindrical format, presented at the 14th Annual Beyond Lithium Conference at Oak Ridge National Laboratory. Key specifications publicly disclosed: 3.7V nominal, 18650 format (drop-in compatible with Li-ion), 1,000-cycle demonstrated performance.

Supply Chain Sovereignty
kib

MPSC MOU — Nov 2025 (PR Newswire)

MPSC mines potassium at $1.2B DOE-backed US Potash Project. Group1 MOU includes KIB UPS installation. Complete domestic loop: K mined → cells made → batteries deployed at source.

IEA Critical Minerals Market Review 2024

DOI / Source: iea.org/reports/critical-minerals-market-review-2024

LFP upstream ~70%+ China-controlled. Primary basis for LFP Supply Chain Sovereignty score of 3.

BloombergNEF Battery Supply Chain Concentration (2022)

DOI / Source: iea.org/reports/critical-minerals-market-review-2024

China dominates cathode, anode, electrolyte, separator, and cell manufacturing globally.

High-Temp Performance — Supporting References
lead-acid

Lead-acid high-temp degradation — Arrhenius relationship

DOI / Source: IEEE 1187 / Eurobat / EPRI

Every 10°C above 25°C approximately halves lead-acid calendar life. Data centers at 35–40°C reduce lead-acid life to 1–2 years. Basis for Lead-Acid High-Temp score of 3.

Aqueous electrolyte high-temp limitation (Ni-Zn)

DOI / Source: General electrochemistry literature

Aqueous above 40°C: accelerated water evaporation, electrolyte concentration shifts, corrosion. Basis for Ni-Zn High-Temp score of 4.

Ni-Zn (ZincFive) — Competitive Assessment
ni-zin

ZincFive product line — UPS & data center

DOI / Source: ZincFive · 2024 · zincfive.com

Aqueous electrolyte safety claim is legitimate and their strongest differentiator. Note: Natron Energy (similar aqueous PB chemistry for data center UPS) ceased all operations September 2025.

Ni-Zn self-discharge — NiOOH thermodynamic instability

DOI / Source: Industry literature / electrochemistry fundamentals

~15–20%/month self-discharge is intrinsic to NiOOH instability in aqueous electrolyte — not an engineering fix. Basis for Ni-Zn Self-Discharge score of 3.

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