Coulombic Efficiency Calculator

Find a battery's Coulombic efficiency from charge and discharge capacity, then project capacity retention after a chosen number of cycles.

🔋 Coulombic Efficiency Calculator
Charge capacity (Qcharge)
mAh
15000
Discharge capacity (Qdischarge)
mAh
15000
Number of cycles (N)
cycles
02000
Coulombic efficiency
—
Retention after N cycles
—
Cumulative capacity loss
—

🔋 What is Coulombic Efficiency?

Coulombic efficiency is the ratio of the charge a battery gives back on discharge to the charge it received on the preceding charge, and this calculator computes it directly from your measured charge and discharge capacity, then projects how much capacity survives after a chosen number of cycles at that same efficiency.

Battery researchers and engineers use this constantly, to compare electrode materials during early-stage research (first-cycle Coulombic efficiency is one of the first numbers reported for any new material), to sanity-check cycling test data, and to translate a per-cycle efficiency percentage into an intuitive cycle-life estimate that a raw percentage alone does not convey.

A common misconception is that a Coulombic efficiency near 100 percent, say 99.9 percent, means the battery barely degrades. It doesn't work that way: retained capacity compounds as CE raised to the power of the cycle count, not CE times the cycle count, so even a 0.1 percent per-cycle loss erodes roughly 39 percent of capacity by cycle 500.

This calculator computes the Coulombic efficiency, the projected capacity retention after your chosen number of cycles, and the cumulative capacity loss, then charts retention against cycle number so you can see the compounding decay curve directly.

📐 Formula

CE  =  (Qdischarge / Qcharge) × 100%
RN = CEN × 100%, capacity retention after N cycles (CE as a decimal fraction)
Cumulative loss = 100% − RN
Example: Qcharge=1000 mAh, Qdischarge=985 mAh → CE=98.500%. After 100 cycles: retention=22.061%.

📖 How to Use This Calculator

Steps

1
Enter charge and discharge capacity. Type the capacity delivered during charging and the capacity recovered during discharging for one cycle, in the same units.
2
Enter the number of cycles. Type how many cycles you want to project capacity retention over, assuming this efficiency holds constant.
3
Read the efficiency, retention, and chart. The calculator reports Coulombic efficiency, projected capacity retention, and cumulative loss, and marks your cycle count on the retention versus cycle chart.

💡 Example Calculations

Example 1 — Moderate Efficiency Over 100 Cycles

Qcharge=1000 mAh, Qdischarge=985 mAh, N=100 cycles

1
CE = 985 / 1000 × 100 = 98.500%
2
Retention = 0.985100 × 100 = 22.061%
Cumulative capacity loss = 77.939%
Try this example →

Example 2 — High Efficiency Cell Over 500 Cycles

Qcharge=2000 mAh, Qdischarge=1998 mAh, N=500 cycles

1
CE = 1998 / 2000 × 100 = 99.900%
2
Retention = 0.999500 × 100 = 60.638%
Cumulative capacity loss = 39.362%
Try this example →

Example 3 — Research Cell Over 300 Cycles

Qcharge=500 mAh, Qdischarge=497.5 mAh, N=300 cycles

1
CE = 497.5 / 500 × 100 = 99.500%
2
Retention = 0.995300 × 100 = 22.229%
Cumulative capacity loss = 77.771%
Try this example →

❓ Frequently Asked Questions

What is Coulombic efficiency?+
Coulombic efficiency is the ratio of the electric charge (capacity) a battery delivers on discharge to the charge it received on the preceding charge, expressed as a percentage: CE = Qdischarge / Qcharge x 100. It measures how much of the charge put into a cell comes back out, a value of exactly 100 percent would mean no charge is lost to side reactions.
Why does a small Coulombic efficiency loss matter so much over many cycles?+
Because capacity retention compounds multiplicatively: after N cycles at a constant Coulombic efficiency CE, retained capacity is CE^N, not CE times N. A 99.9 percent efficiency retains about 90 percent after 100 cycles but only about 61 percent after 500 cycles and about 37 percent after 1000, the small daily loss snowballs.
What causes Coulombic efficiency to be less than 100 percent?+
Irreversible side reactions consume charge without contributing to reversible capacity: solid electrolyte interphase growth, electrolyte decomposition, lithium plating, or active material loss and dissolution. Each of these consumes some of the charge put in during charging that never comes back out during discharge.
How is Coulombic efficiency different from energy efficiency?+
Coulombic efficiency only compares charge in coulombs or amp-hours, ignoring voltage. Energy efficiency compares the actual energy in watt-hours, which is always lower than Coulombic efficiency because discharge voltage is always somewhat below charge voltage due to internal resistance and overpotential, even when Coulombic efficiency itself is close to 100 percent.
What Coulombic efficiency is considered good for lithium-ion batteries?+
Commercial lithium-ion cells with a stable solid electrolyte interphase typically run 99.9 to 99.99 percent Coulombic efficiency per cycle after initial formation. Research cells with new electrode materials often report first-cycle efficiency as a key metric, since low first-cycle Coulombic efficiency (from forming the interphase) signals how much irreversible capacity loss to expect before the cell settles into steady cycling.
Does this calculator account for changing Coulombic efficiency over the cell's life?+
No, it assumes a single constant Coulombic efficiency applies to every cycle, which is a simplification. Real cells often show lower efficiency during early formation cycles, a stable plateau in the middle of life, and declining efficiency again near end of life as degradation accelerates, so treat the long-cycle projection as an idealized best case at the entered efficiency.
Can Coulombic efficiency exceed 100 percent?+
In a single well-behaved cycle, no, discharge capacity cannot exceed charge capacity since charge cannot be created from nothing. Values reported above 100 percent in real testing usually indicate a measurement artifact, a change in test conditions between charge and discharge, or a small amount of capacity carried over from a previous cycle's incomplete discharge.
How is Coulombic efficiency measured in practice?+
A battery cycler charges the cell to a cutoff voltage or capacity, integrates the current over time to get charge capacity, then discharges to a cutoff voltage while integrating current again to get discharge capacity. Dividing discharge capacity by charge capacity for that cycle gives the Coulombic efficiency, repeated automatically every cycle throughout a cycling test.
Does temperature affect Coulombic efficiency?+
Yes, temperature strongly affects Coulombic efficiency. Higher temperatures generally accelerate unwanted side reactions like electrolyte decomposition and solid electrolyte interphase growth, lowering Coulombic efficiency and accelerating capacity fade, while very low temperatures can promote lithium plating during charging in lithium-ion cells, which also lowers efficiency.
What is the difference between Coulombic efficiency and battery energy density?+
Coulombic efficiency measures how much of a cycle's charge is recovered and therefore predicts cycle life and capacity fade over time. Energy density measures how much energy a cell packs per unit mass or volume in a single cycle, a completely separate property. A cell can have excellent energy density but poor Coulombic efficiency, or the reverse, they answer different design questions.

What is Coulombic efficiency?

Coulombic efficiency is the ratio of the electric charge (capacity) a battery delivers on discharge to the charge it received on the preceding charge, expressed as a percentage: CE = Qdischarge / Qcharge x 100. It measures how much of the charge put into a cell comes back out, a value of exactly 100 percent would mean no charge is lost to side reactions.

Why does a small Coulombic efficiency loss matter so much over many cycles?

Because capacity retention compounds multiplicatively: after N cycles at a constant Coulombic efficiency CE, retained capacity is CE^N, not CE times N. A 99.9 percent efficiency retains about 90 percent after 100 cycles but only about 61 percent after 500 cycles and about 37 percent after 1000, the small daily loss snowballs.

What causes Coulombic efficiency to be less than 100 percent?

Irreversible side reactions consume charge without contributing to reversible capacity: solid electrolyte interphase growth, electrolyte decomposition, lithium plating, or active material loss and dissolution. Each of these consumes some of the charge put in during charging that never comes back out during discharge.

How is Coulombic efficiency different from energy efficiency?

Coulombic efficiency only compares charge in coulombs or amp-hours, ignoring voltage. Energy efficiency compares the actual energy in watt-hours, which is always lower than Coulombic efficiency because discharge voltage is always somewhat below charge voltage due to internal resistance and overpotential, even when Coulombic efficiency itself is close to 100 percent.

What Coulombic efficiency is considered good for lithium-ion batteries?

Commercial lithium-ion cells with a stable solid electrolyte interphase typically run 99.9 to 99.99 percent Coulombic efficiency per cycle after initial formation. Research cells with new electrode materials often report first-cycle efficiency as a key metric, since low first-cycle Coulombic efficiency (from forming the interphase) signals how much irreversible capacity loss to expect before the cell settles into steady cycling.

Does this calculator account for changing Coulombic efficiency over the cell's life?

No, it assumes a single constant Coulombic efficiency applies to every cycle, which is a simplification. Real cells often show lower efficiency during early formation cycles, a stable plateau in the middle of life, and declining efficiency again near end of life as degradation accelerates, so treat the long-cycle projection as an idealized best case at the entered efficiency.

Can Coulombic efficiency exceed 100 percent?

In a single well-behaved cycle, no, discharge capacity cannot exceed charge capacity since charge cannot be created from nothing. Values reported above 100 percent in real testing usually indicate a measurement artifact, a change in test conditions between charge and discharge, or a small amount of capacity carried over from a previous cycle's incomplete discharge.

How is Coulombic efficiency measured in practice?

A battery cycler charges the cell to a cutoff voltage or capacity, integrates the current over time to get charge capacity, then discharges to a cutoff voltage while integrating current again to get discharge capacity. Dividing discharge capacity by charge capacity for that cycle gives the Coulombic efficiency, repeated automatically every cycle throughout a cycling test.

Does temperature affect Coulombic efficiency?

Yes, temperature strongly affects Coulombic efficiency. Higher temperatures generally accelerate unwanted side reactions like electrolyte decomposition and solid electrolyte interphase growth, lowering Coulombic efficiency and accelerating capacity fade, while very low temperatures can promote lithium plating during charging in lithium-ion cells, which also lowers efficiency.

What is the difference between Coulombic efficiency and battery energy density?

Coulombic efficiency measures how much of a cycle's charge is recovered and therefore predicts cycle life and capacity fade over time. Energy density measures how much energy a cell packs per unit mass or volume in a single cycle, a completely separate property. A cell can have excellent energy density but poor Coulombic efficiency, or the reverse, they answer different design questions.