Z-Score Calculator
Calculate z-scores and visualize normal distribution
How to Use a Z-Score Calculator
Step 1: Enter Your Numbers
Raw Score (X): This is your actual result
- Example: You got 75 on a test
Mean (μ): This is the average of all scores
- Example: Class average was 70
Standard Deviation (σ): This shows how spread out the scores are
- Example: Most students scored within 5 points of average
Step 2: Calculate
Click the "Calculate Z-Score" button. The tool uses this formula: z = (X - μ) / σ
Using our example:
- z = (75 - 70) / 5 = 1.00
Step 3: Read Your Results
Z-Score: Shows how many standard deviations you are from average
- 0 = exactly average
- Positive = above average
- Negative = below average
Probability: Shows what percentage of people scored below you
- In our example: 15.87% means you did better than 84% of students
Real Examples
Test Scores
- Your score: 85
- Class average: 78
- Standard deviation: 6
- Z-score: +1.17 (above average)
Height Comparison
- Your height: 160 cm
- Average height: 165 cm
- Standard deviation: 8
- Z-score: -0.63 (slightly below average)
Salary Analysis
- Your salary: $55,000
- Average salary: $50,000
- Standard deviation: $10,000
- Z-score: +0.50 (moderately above average)
Understanding the Graph
The blue curve shows normal distribution. The red dot marks your position:
- Far left = much below average
- Center = average
- Far right = much above average
The Z-score tells how far your number is from the average:
Z-Score | Meaning |
---|---|
0 | You are exactly average |
+1 | 1 step above average |
−1 | 1 step below average |
+2 | Much better than average |
−2 | Much lower than average |
Z Score Table
Here is a standard Z-Score Table (Z-Table) that shows the area (probability) under the normal curve to the left of a given Z-score value. This is also called the cumulative probability.
How to Read This Table:
- The rows give the first digit and the first decimal of the Z-score (e.g., 1.2).
- The columns give the second decimal (e.g., .01, .02...).
- The value in the cell is the area to the left of the Z-score (i.e., the cumulative probability from −∞ to Z).
Partial Z-Score Table (Z from 0.00 to 3.09)
Z|Col | .00 | .01 | .02 | .03 | .04 | .05 | .06 | .07 | .08 | .09 |
---|---|---|---|---|---|---|---|---|---|---|
0.0 | 0.5000 | 0.5040 | 0.5080 | 0.5120 | 0.5160 | 0.5199 | 0.5239 | 0.5279 | 0.5319 | 0.5359 |
0.1 | 0.5398 | 0.5438 | 0.5478 | 0.5517 | 0.5557 | 0.5596 | 0.5636 | 0.5675 | 0.5714 | 0.5753 |
0.2 | 0.5793 | 0.5832 | 0.5871 | 0.5910 | 0.5948 | 0.5987 | 0.6026 | 0.6064 | 0.6103 | 0.6141 |
0.3 | 0.6179 | 0.6217 | 0.6255 | 0.6293 | 0.6331 | 0.6368 | 0.6406 | 0.6443 | 0.6480 | 0.6517 |
0.4 | 0.6554 | 0.6591 | 0.6628 | 0.6664 | 0.6700 | 0.6736 | 0.6772 | 0.6808 | 0.6844 | 0.6879 |
0.5 | 0.6915 | 0.6950 | 0.6985 | 0.7019 | 0.7054 | 0.7088 | 0.7123 | 0.7157 | 0.7190 | 0.7224 |
0.6 | 0.7257 | 0.7291 | 0.7324 | 0.7357 | 0.7389 | 0.7422 | 0.7454 | 0.7486 | 0.7517 | 0.7549 |
0.7 | 0.7580 | 0.7611 | 0.7642 | 0.7673 | 0.7704 | 0.7734 | 0.7764 | 0.7794 | 0.7823 | 0.7852 |
0.8 | 0.7881 | 0.7910 | 0.7939 | 0.7967 | 0.7995 | 0.8023 | 0.8051 | 0.8078 | 0.8106 | 0.8133 |
0.9 | 0.8159 | 0.8186 | 0.8212 | 0.8238 | 0.8264 | 0.8289 | 0.8315 | 0.8340 | 0.8365 | 0.8389 |
1.0 | 0.8413 | 0.8438 | 0.8461 | 0.8485 | 0.8508 | 0.8531 | 0.8554 | 0.8577 | 0.8599 | 0.8621 |
1.1 | 0.8643 | 0.8665 | 0.8686 | 0.8708 | 0.8729 | 0.8749 | 0.8770 | 0.8790 | 0.8810 | 0.8830 |
1.2 | 0.8849 | 0.8869 | 0.8888 | 0.8907 | 0.8925 | 0.8944 | 0.8962 | 0.8980 | 0.8997 | 0.9015 |
1.3 | 0.9032 | 0.9049 | 0.9066 | 0.9082 | 0.9099 | 0.9115 | 0.9131 | 0.9147 | 0.9162 | 0.9177 |
1.4 | 0.9192 | 0.9207 | 0.9222 | 0.9236 | 0.9251 | 0.9265 | 0.9279 | 0.9292 | 0.9306 | 0.9319 |
1.5 | 0.9332 | 0.9345 | 0.9357 | 0.9370 | 0.9382 | 0.9394 | 0.9406 | 0.9418 | 0.9429 | 0.9441 |
1.6 | 0.9452 | 0.9463 | 0.9474 | 0.9484 | 0.9495 | 0.9505 | 0.9515 | 0.9525 | 0.9535 | 0.9545 |
1.7 | 0.9554 | 0.9564 | 0.9573 | 0.9582 | 0.9591 | 0.9599 | 0.9608 | 0.9616 | 0.9625 | 0.9633 |
1.8 | 0.9641 | 0.9649 | 0.9656 | 0.9664 | 0.9671 | 0.9678 | 0.9686 | 0.9693 | 0.9699 | 0.9706 |
1.9 | 0.9713 | 0.9719 | 0.9726 | 0.9732 | 0.9738 | 0.9744 | 0.9750 | 0.9756 | 0.9761 | 0.9767 |
2.0 | 0.9772 | 0.9778 | 0.9783 | 0.9788 | 0.9793 | 0.9798 | 0.9803 | 0.9808 | 0.9812 | 0.9817 |
2.5 | 0.9938 | 0.9939 | 0.9940 | 0.9941 | 0.9942 | 0.9943 | 0.9944 | 0.9945 | 0.9946 | 0.9947 |
3.0 | 0.9987 | 0.9987 | 0.9987 | 0.9988 | 0.9988 | 0.9989 | 0.9989 | 0.9989 | 0.9990 | 0.9990 |