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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Magic Wand | 12 | 46.15% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 09:16 | 01:27 | 04:10 | 07:56 | 13:47 | 17:22 | 09:37 | 07:07 |
 | Orchid Malevolence | 6 | 23.08% | 97.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 12:59 | 10:54 | 11:48 | 12:10 | 13:52 | 15:39 | 02:04 | 01:31 |
 | Vanguard | 5 | 19.23% | 94.9 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 13:41 | 05:51 | 05:51 | 06:46 | 16:18 | 33:09 | 10:27 | 07:44 |
 | Magic Stick | 15 | 57.69% | 92.3 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 05:25 | -01:29 | -01:29 | 02:51 | 07:52 | 16:50 | 09:21 | 06:55 |
 | Aghanim's Shard | 20 | 76.92% | 89.7 | 75.00% | +25.00% | +25.00% | -15.00% | -6.90% | 25:38 | 20:04 | 22:16 | 24:23 | 28:04 | 35:56 | 05:48 | 04:17 |
 | Quelling Blade | 20 | 76.92% | 87.2 | 75.00% | +25.00% | +25.00% | -15.00% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Ring of Health | 11 | 42.31% | 84.6 | 81.82% | +21.82% | -15.15% | -15.15% | 0.00% | 10:15 | 02:42 | 03:14 | 04:05 | 05:42 | 33:10 | 02:28 | 01:49 |
 | Blink Dagger | 24 | 92.31% | 82.1 | 70.83% | +20.83% | +12.50% | -20.83% | -7.81% | 22:29 | 16:37 | 19:34 | 21:16 | 23:50 | 41:32 | 04:16 | 03:09 |
 | Boots of Speed | 26 | 100.00% | 79.5 | 69.23% | +69.23% | +2.20% | +30.77% | 11.28% | 07:35 | 03:51 | 04:52 | 06:09 | 07:24 | 15:45 | 02:32 | 01:52 |
 | Aeon Disk | 4 | 15.38% | 76.9 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 32:25 | 26:04 | 26:04 | 30:30 | 35:21 | 37:43 | 09:17 | 06:52 |
 | Arcane Boots | 21 | 80.77% | 74.4 | 66.67% | -13.33% | -6.67% | -6.67% | 0.00% | 11:30 | 05:51 | 06:59 | 08:22 | 09:31 | 35:52 | 02:32 | 01:52 |
 | Black King Bar | 9 | 34.62% | 71.8 | 77.78% | +13.07% | -27.78% | -27.78% | 0.00% | 33:44 | 26:59 | 28:59 | 31:02 | 32:36 | 46:48 | 03:37 | 02:40 |
 | Void Stone | 11 | 42.31% | 69.2 | 72.73% | +6.06% | -6.06% | -6.06% | 0.00% | 29:17 | 09:18 | 22:45 | 32:12 | 36:09 | 37:17 | 13:24 | 09:55 |
 | Guardian Greaves | 6 | 23.08% | 66.7 | 83.33% | +18.33% | +16.67% | +16.67% | 0.00% | 28:57 | 16:44 | 25:35 | 31:29 | 32:26 | 35:30 | 06:51 | 05:04 |
 | Aghanim's Scepter | 16 | 61.54% | 64.1 | 62.50% | -17.50% | +12.50% | -12.50% | -9.87% | 17:14 | 14:46 | 15:41 | 16:08 | 18:13 | 21:34 | 02:32 | 01:52 |
 | Headdress | 9 | 34.62% | 61.5 | 66.67% | -3.92% | +33.33% | -16.67% | -13.10% | 12:55 | 01:57 | 08:26 | 09:50 | 12:15 | 29:43 | 03:49 | 02:49 |
 | Ring of Protection | 9 | 34.62% | 59.0 | 66.67% | -3.92% | -16.67% | +33.33% | 2.43% | 10:30 | -01:29 | 01:54 | 03:58 | 22:27 | 31:43 | 20:33 | 15:13 |
 | Buckler | 7 | 26.92% | 56.4 | 71.43% | +3.01% | -21.43% | +28.57% | 8.33% | 25:53 | 12:32 | 22:27 | 26:32 | 28:27 | 34:20 | 06:00 | 04:26 |
 | Chainmail | 8 | 30.77% | 53.8 | 62.50% | -9.72% | +37.50% | +37.50% | 0.00% | 16:28 | 07:48 | 08:49 | 12:29 | 21:03 | 34:19 | 12:14 | 09:03 |
 | Mekansm | 8 | 30.77% | 51.3 | 62.50% | -9.72% | -12.50% | -12.50% | 0.00% | 19:01 | 11:02 | 11:59 | 14:27 | 23:27 | 34:19 | 11:28 | 08:29 |
 | Soul Ring | 6 | 23.08% | 48.7 | 66.67% | -3.33% | +33.33% | -66.67% | 0.00% | 04:09 | 03:09 | 03:45 | 03:58 | 04:48 | 04:49 | 01:03 | 00:46 |
 | Shiva's Guard | 2 | 7.69% | 46.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 34:18 | 34:12 | 34:12 | 34:24 | 34:24 | 34:24 | 00:12 | 00:08 |
 | Refresher Orb | 2 | 7.69% | 43.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 44:21 | 35:08 | 35:08 | 53:33 | 53:33 | 53:33 | 18:25 | 13:38 |
 | Null Talisman | 13 | 50.00% | 41.0 | 46.15% | -46.16% | -12.82% | -12.82% | 0.00% | 01:16 | -01:29 | -01:29 | 01:24 | 02:36 | 07:50 | 04:05 | 03:01 |
 | Lotus Orb | 3 | 11.54% | 38.5 | 66.67% | -2.90% | +33.33% | 0.00% | 0.00% | 28:40 | 23:05 | 23:05 | 26:08 | 36:48 | 36:48 | 13:43 | 10:09 |
 | Kaya | 1 | 3.85% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.85% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.85% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.85% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.85% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.85% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.85% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Bottle | 2 | 7.69% | 10.3 | 50.00% | -20.83% | +50.00% | 0.00% | 0.00% | 02:25 | 02:24 | 02:24 | 02:26 | 02:26 | 02:26 | 00:02 | 00:01 |
 | Scythe of Vyse | 1 | 3.85% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.85% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.85% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |