Head to head · samsung
Who is named higher when two brands both appear in the same answer
Visibility and head-to-head disagree
2nd on visibility, 3rd head to head. You appear more often than rivals but lose when you both show up — a competitiveness problem, not a coverage one.
Head-to-head standing
Derived from match record alone — no chosen weights
3of 4
by head-to-head record · strength 1483 (1477–1490)
Strength
1483
Win rate
45.3%
Matches
79,801
Rivals beaten
0 / 3
League table
| Brand | Strength | Confidence | Matches | Win rate |
|---|---|---|---|---|
| apple | 1527 | 1519–1535 | 63,488 | 55.7% |
| sony | 1512 | 1501–1521 | 33,381 | 52.3% |
| samsungyou | 1483 | 1477–1490 | 79,801 | 45.3% |
| lenovo | 1478 | 1464–1492 | 19,130 | 46.4% |
samsung head to head
| Rival | Matches | Won |
|---|---|---|
| apple | 46,382 | 43.5% |
| sony | 23,223 | 49.2% |
| lenovo | 10,196 | 44.7% |
Model fit
Predicted versus what actually happened
Mean error on well-populated pairs
6.0 pts
6 pairs with 300+ matches
| Pair | n | Real | Model | Off |
|---|---|---|---|---|
| samsung vs apple | 46,382 | 44% | 44% | 0 |
| samsung vs sony | 23,223 | 49% | 46% | 3 |
| samsung vs lenovo | 10,196 | 45% | 51% | 6 |
| sony vs apple | 9,165 | 57% | 48% | 9 |
| apple vs lenovo | 7,941 | 66% | 57% | 9 |
| sony vs lenovo | 993 | 47% | 55% | 8 |
Large errors on low-match pairs are expected — that is why ratings below 300 matches are suppressed.