Percent Error Calculator Compute error in experiments, labs, and engineering — with 2025 benchmarks, uncertainty insights...
Percent Error Calculator
Compute error in experiments, labs, and engineering — with 2025 benchmarks, uncertainty insights, and reporting standards.
Percent Error** (accuracy):
$$ \text{Error \%} = \left| \frac{E - T}{T} \right| \times 100\% $$
Percent Difference** (precision):
$$ \text{Diff \%} = \frac{|A - B|}{(A + B)/2} \times 100\% $$
Absolute Error**:
$$ \text{Error} = |E - T| $$
Example** (g = 9.65 m/s² vs. 9.81 m/s²): • Absolute error = |9.65 − 9.81| = **0.16 m/s²** • Percent error = |−0.16 / 9.81| × 100% = **1.63%** → **Good** (1–5% range)
✅ Pro Tip**: Always include **uncertainty** (e.g., ±0.05 m/s²) in lab reports — it defines error bounds.
⚠️ Avoid these common mistakes:
- Dividing by experimental value** — Must use *theoretical* in denominator for % error
- Ignoring significant figures** — Report error with *same decimal places* as uncertainty (e.g., 9.65 ± 0.05)
- Confusing accuracy & precision** — Low % error = accurate; low % diff = precise
- Omitting units** — Absolute error has units; % error is unitless
✅ Best Practices**:
- Use **relative error** for cross-experiment comparison: Error / Theoretical
- For multiple trials: report *mean ± std dev*, then compute % error on mean
- In engineering: compare error to **tolerance spec** (e.g., 1.63% < 2% → pass)
| Field | Excellent | Good | Requires Review |
|---|---|---|---|
| Chemistry Lab | ≤1% | 1–5% | >5% |
| Physics Kinematics | ≤2% | 2–6% | >6% |
| Mechanical Eng | ≤0.5% | 0.5–2% | >2% |
| Clinical Lab | ≤3% | 3–7% | >7% |
📉 Real Examples**:
- g measurement**: 9.65 vs. 9.81 → **1.63%** (Good)
- Density of Al**: 2.68 vs. 2.70 g/cm³ → **0.74%** (Excellent)
- Ohm’s Law**: 12.1 V / 4.1 Ω = 2.95 A vs. 3.00 A → **1.67%** (Good)
➡️ Percent Error
“Measured g = 9.65 m/s², accepted = 9.81 — % error?” → **1.63%**
➡️ Percent Difference
“Trial 1 = 24.8 cm, Trial 2 = 25.2 cm — diff?” → **1.59%**
➡️ Absolute Error
“Mass: 50.3 g vs. 50.0 g — absolute error?” → **0.3 g**
Note: Uses exact formulas. Handles negative values via absolute value. All outputs rounded appropriately for scientific reporting.