Field notes The Energy Transition for the Rest of Us

Catalyst N° 052 of 125 20 Feb 2025

The promise and perils of sodium-ion batteries

with Adrian Yao, founder of the STEER battery research program at Stanford; board member and former co-founder and chief technology officer of the lithium-ion manufacturer EnPower

In this note
  1. 01The question
  2. 02The answer
  3. 03The argument
  4. 04What you need to know first
  5. 05Details worth keeping
  6. 06Claims worth citing
  7. 07Where it’s contested

The question

What would it actually take for sodium-ion batteries to beat lithium-ion on cost?

The answer

Not scale, which is the usual prescription. Sodium’s cheaper raw materials cannot overcome its lower energy density, because the cost of a cell per kilowatt-hour is the cost of its materials per kilogram multiplied by the kilograms of material needed per kilowatt-hour. Yao’s conclusion is that sodium-ion beats lithium-ion on cell cost only through research breakthroughs that raise energy density, or if something breaks in the lithium-ion supply chain and pushes lithium’s cost curve back up; he treats both as live possibilities, and offers a third route that sidesteps the contest entirely, competing on total cost of ownership or in a performance niche.

03The argument

Sodium-ion attracts attention for three theoretical reasons, and Yao attaches an asterisk to each. Kann ranks the supply chain case the most certain of the three and safety the least; Yao agrees safety carries the biggest asterisk, but he hedges the supply chain case too, saying the geopolitical advantage holds in some cases and not in others. The raw spread is striking: soda ash, the sodium feedstock, runs about $200 a ton against roughly $10,000 a ton for lithium, which reached something like $60,000 to $80,000 at the 2022 peak. More than 93% of the world’s battery-grade graphite comes from China, which had recently imposed export controls on it. The drop-in manufacturing case is that a sodium-ion cell is the same physical sandwich as a lithium-ion one, built on the same equipment in the same order, so the capital equipment supply chain already exists. Yao narrows that: a small Chinese cell maker can genuinely switch a line, but a dedicated factory at the 10 to 35 gigawatt-hour scale is designed around a single product and, he says, you are most likely not going to experiment much at that scale. So the honest version is that a greenfield sodium-ion plant is a smaller leap than a genuinely novel chemistry, not that gigafactories get retrofitted. Safety gets the largest asterisk of all. A blanket claim that sodium-ion is safer is, in Yao’s words, objectively wrong, because safety tracks the specific cathode chemistry rather than the ion.

Kann then says what he thinks of all three, which is that none of them matter except through cost, and the rest of the conversation is about cost. Yao’s frame is an identity. Dollars per kilowatt-hour equals dollars per kilogram of material times kilograms of material per kilowatt-hour, and the industry celebrates sodium’s advantage on the first term in the same breath as admitting its disadvantage on the second, without multiplying the two together. The multiplication is unforgiving. His illustration: suppose it costs $3 a kilogram to manufacture LFP cathode powder and the minerals add $2, so $5 a kilogram, and that kilogram yields about 500 watt-hours. That is $10 per kilowatt-hour of material. Now take a sodium equivalent that costs the same $3 a kilogram to make but yields only 250 watt-hours. Even with its minerals free, it lands at $12. Cheap inputs lose to a bad denominator.

The same arithmetic explains where lithium-ion’s cost decline actually came from. Yao puts lithium-ion’s thirty-year learning rate around 20% to 22%, and says the larger share of it came from better cell design, meaning less inactive material per kilowatt-hour, rather than from cheaper inputs; lithium itself is only about 7% of a lithium-ion cell by mass. So when Kann asks whether sodium-ion is simply early on the same curve and needs scale, Yao says no, flatly. Scaling today’s sodium chemistries scales today’s materials intensity. The investment has to go into energy density instead, which he frames as the one piece of good news, since a developer is not trapped in the usual chicken-and-egg where low cost requires scale and scale requires low cost. The catch is that raising energy density far enough needs materials research and not only cell engineering. The most promising configuration he models is an anode-free sodium cell, which could reach $40 to $50 per kilowatt-hour and cross the line where LFP sits, but only if the underlying cathode capacity and anode-free plating both work out.

Kann then puts the uncomfortable version to him: a decade of research to arrive at roughly where LFP already is, an outcome that assumes LFP stops falling, which Kann flags as an unsafe assumption given that lithium-ion costs have kept surprising to the downside. Yao does not dispute the arithmetic. He offers two answers instead. The first is that the lithium-ion curve may bend upward rather than sodium’s bending down, with the graphite export controls the live candidate; their modelling shows a lithium-ion price shock genuinely accelerates the crossover, though he is clear that this is a kink in LFP’s curve and not progress on sodium’s. The second is to stop competing on cell cost at all, either on total cost of ownership, where a safety or cycle-life advantage lowers system-level capital cost, or by finding a performance niche, and he says US companies are currently split across all three strategies. On whether China is about to settle the question he is deliberately unsure: the builders today are tier-two and tier-three players, the ones to watch are the tier-one manufacturers CATL and BYD, and CATL’s chairman and chief executive had publicly said he expects sodium-ion to take up to half of LFP’s market. Yao’s own read, which he sources to the grapevine rather than to evidence, is that the announcement may function partly as leverage to keep lithium prices low.

04What you need to know first

Dollars per kilowatt-hour, and its two factors
The battery industry’s headline cost metric. Yao splits it into dollars per kilogram of material and kilograms of material per kilowatt-hour delivered, and almost every turn in the argument is about which of those two a given change moves.
Energy density and materials intensity
Energy density is how much energy a given mass or volume stores; materials intensity is effectively its inverse, the kilograms you need per kilowatt-hour. Sodium is inherently worse here for atomic reasons, and that is the part scale does not fix.
The chemistry families
Lithium-ion splits into nickel-based cells (NMC, higher energy density) and iron-phosphate cells (LFP, cheaper and safer). Sodium-ion has parallels: layered oxides (NFM), iron-based pyrophosphates (NFPP), and Prussian blue, which is low energy but high power. The negative electrode differs too, since graphite is chemically incompatible with sodium and hard carbon is used instead.
Anode-free
A cell built with no dedicated negative-electrode material at all, where the metal plates directly onto the current collector on charge. Removing that material removes its cost and its weight, which is why it is the cheapest configuration Yao models and also the least proven.

05Details worth keeping

  • The sandwich analogy runs through the whole episode: two electrodes as slices of bread, the separator as lettuce, the electrolyte as soup. Sodium-ion is the same sandwich with different fillings.
  • Sodium-ion’s negative current collector can be aluminum where lithium-ion requires copper, which is lighter and cheaper and also allows cells to be shipped fully discharged at zero volts, cutting thermal runaway risk in transit. Yao notes the benefit is unproven in practice: most sodium cells shipped commercially in China today are not shipped at zero volts, and he does not know whether that reflects a cycle-life problem, mere habit, or a lack of confidence.
  • Kann adds a supply chain point Yao accepts: lithium mining sits mostly in South America and Australia but lithium refining is almost exclusively in China, so a sodium refining chain could be stood up domestically from scratch. Yao later turns this around, noting China refines most of the world’s lithium while holding little in its own ground, so the West arguably controls the source and sodium may be as much a geopolitical hedge for China as an economic bet.
  • CATL’s 2021 sodium-ion announcement landed shortly before the lithium price spike, and Yao says the company weathered that spike decently well on long-term contracts. He raises but does not answer whether having the alternative in hand was part of how it did so.
  • Yao’s explanation for why China is hard to read: there, many players build first and evaluate later, and many die; in the West the evaluation comes first and often ends in not building. That asymmetry is why an announcement count out of China is weak evidence about economics.

06Claims worth citing

All figures as stated on 2025-02-20. Cell and lithium prices move fast enough that Yao revises one of his own figures mid-sentence; treat every dollar here as a February 2025 snapshot rather than a current number.

  • Soda ash roughly $200 per ton, against roughly $10,000 per ton for lithium at the time and $60,000 to $80,000 at the 2022 peak. Yao
  • More than 93% of the world’s battery-grade graphite comes from China, with export controls imposed a couple of months before the recording. Yao
  • LFP cells reported at about $56 per kilowatt-hour in mid-2024, down to “40-something, sub-50” by the time of recording. Yao
  • A modeled lithium-ion floor around $35 per kilowatt-hour on a bill-of-materials basis with manufacturing cost excluded, which he says is reachable today. The exchange gets tangled over whether 35 refers to sodium or lithium; Yao confirms lithium-ion. Yao
  • Sodium-ion cells above $80 per kilowatt-hour for layered-oxide (NFM) chemistries, and possibly higher for the pyrophosphates. Kann later restates this as “might be 85 bucks” and Yao does not correct him; the figure Yao actually gave is “above $80.” Yao
  • Anode-free sodium-ion modeled at roughly $40 to $50 per kilowatt-hour, conditional on materials breakthroughs in both cathode capacity and anode-free operation. Nature Energy paper co-authored by Yao, cited by Yao
  • A lithium-ion learning rate of roughly 20% to 22% over thirty years, with improved cell design contributing more than falling materials cost. Yao
  • Lithium is about 7% of a lithium-ion cell by mass. Yao
  • The illustrative materials math: LFP at $3 per kilogram to manufacture plus $2 of minerals, yielding about 500 watt-hours per kilogram, works out to $10 per kilowatt-hour; a sodium equivalent at $3 per kilogram yielding 250 watt-hours works out to $12 even with free minerals. These are round illustrative numbers, not measured costs. Yao
  • CATL announced a 160 watt-hour-per-kilogram Prussian-blue sodium-ion cell in 2021. Yao
  • CATL’s chairman Robin Zeng said in November 2024 that he expects sodium-ion to take up to half of LFP’s market share. Zeng, cited by Yao

07Where it’s contested

  • Safety is the claim Yao most wants corrected. A blanket statement that sodium-ion is safer than lithium-ion is “objectively wrong” in his phrasing. Safety follows the cathode: the sodium pyrophosphate NFPP is safer than the sodium layered oxide NFM in the same way LFP is safer than NMC. He flags the zero-volt shipping benefit as genuinely uncertain too.
  • Drop-in manufacturability is true in some cases and not others. Small Chinese lines yes, dedicated gigafactories no. Kann’s reframing, that the real benefit is lower risk on a greenfield plant, is his own and Yao accepts it.
  • Kann’s framing that only cost matters is narrower than Yao’s own answer. Yao lets the editorial stand at the time, then later describes two strategies, total cost of ownership and performance niche, that are explicitly ways of not competing on cell cost. The broader version is the guest’s.
  • The China read is explicitly anecdotal. Yao calls the sector opaque, says he is relying on what is anecdotal, and attributes his suspicion about CATL’s announcement to grapevine talk. It should not be repeated as analysis.
  • Whether sodium-ion survives on techno-economics alone is left open. That is Yao’s closing phrasing, and the episode does not resolve it. His negative result is narrow and specific, that scale is not the missing ingredient. It is not a verdict that sodium-ion fails.
  • The guest’s own background is lithium-ion. Kann introduces him as a former battery entrepreneur in that world and as the former co-founder and chief technology officer of EnPower, where he still sits on the board. His argument rests on a published model rather than on proprietary data, and he is not dismissive of sodium-ion, but the vantage point is worth knowing.

Cite as: “The promise and perils of sodium-ion batteries,” The Energy Transition for the Rest of Us, note on Catalyst with Shayle Kann, February 20, 2025. CC BY 4.0. View the Markdown