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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 | |
 | Ring of Protection | 16 | 28.57% | 100.0 | 75.00% | +27.50% | 0.00% | 0.00% | 0.00% | 14:56 | -01:29 | 04:54 | 09:26 | 19:00 | 40:24 | 14:06 | 10:26 |
 | Magic Wand | 37 | 66.07% | 98.1 | 62.16% | +20.05% | -6.60% | -6.60% | 0.00% | 11:06 | -01:29 | 06:44 | 11:19 | 14:43 | 25:23 | 07:59 | 05:54 |
 | Black King Bar | 19 | 33.93% | 96.2 | 68.42% | +19.77% | +31.58% | -28.42% | -22.64% | 26:07 | 21:54 | 24:36 | 25:28 | 27:15 | 33:31 | 02:39 | 01:57 |
 | Eul's Scepter of Divinity | 7 | 12.50% | 94.2 | 85.71% | +34.69% | +14.29% | +14.29% | 0.00% | 30:33 | 23:28 | 24:37 | 31:06 | 31:51 | 40:16 | 07:14 | 05:21 |
 | Power Treads | 23 | 41.07% | 92.3 | 65.22% | +16.74% | +18.11% | -15.22% | -32.25% | 07:13 | 04:24 | 06:28 | 06:58 | 07:30 | 13:37 | 01:02 | 00:45 |
 | Blink Dagger | 56 | 100.00% | 90.4 | 55.36% | +55.36% | -5.36% | +1.78% | 1.08% | 15:22 | 08:58 | 11:35 | 15:04 | 18:12 | 30:14 | 06:37 | 04:54 |
 | Boots of Speed | 56 | 100.00% | 88.5 | 55.36% | +55.36% | -12.50% | +1.78% | 4.18% | 02:42 | -01:29 | -01:29 | 03:22 | 04:54 | 09:50 | 06:23 | 04:43 |
 | Morbid Mask | 4 | 7.14% | 86.5 | 100.00% | +48.08% | 0.00% | 0.00% | 0.00% | 35:25 | 30:29 | 30:29 | 36:17 | 36:36 | 38:18 | 06:07 | 04:31 |
 | Silver Edge | 9 | 16.07% | 84.6 | 77.78% | +26.72% | +22.22% | -27.78% | -9.17% | 30:33 | 23:07 | 27:06 | 31:00 | 32:33 | 39:25 | 05:27 | 04:02 |
 | Magic Stick | 55 | 98.21% | 82.7 | 54.55% | -45.45% | +16.88% | -11.69% | -5.85% | 04:57 | -01:29 | 02:18 | 03:25 | 07:11 | 20:04 | 04:53 | 03:37 |
 | Wind Lace | 30 | 53.57% | 80.8 | 60.00% | +10.00% | -22.50% | +25.71% | 9.18% | 05:03 | -01:29 | 02:05 | 03:49 | 07:20 | 19:39 | 05:15 | 03:53 |
 | Force Staff | 15 | 26.79% | 78.8 | 66.67% | +15.45% | +8.33% | -41.67% | -21.90% | 28:53 | 24:31 | 26:05 | 27:35 | 28:22 | 39:42 | 02:17 | 01:41 |
 | Tranquil Boots | 23 | 41.07% | 76.9 | 60.87% | +9.35% | +5.80% | +5.80% | 0.00% | 09:00 | 05:13 | 06:06 | 07:37 | 09:14 | 21:33 | 03:08 | 02:19 |
 | Quelling Blade | 28 | 50.00% | 75.0 | 57.14% | +3.57% | -28.57% | +14.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Soul Ring | 10 | 17.86% | 73.1 | 70.00% | +17.83% | -3.33% | +30.00% | 7.38% | 08:47 | 02:15 | 06:00 | 07:55 | 10:31 | 17:56 | 04:31 | 03:20 |
 | Shadow Blade | 10 | 17.86% | 71.2 | 70.00% | +17.83% | +30.00% | +30.00% | 0.00% | 27:42 | 19:24 | 25:34 | 26:23 | 32:05 | 33:11 | 06:31 | 04:49 |
 | Void Stone | 10 | 17.86% | 69.2 | 70.00% | +17.83% | -3.33% | +30.00% | 5.95% | 27:12 | 17:57 | 24:28 | 28:26 | 30:04 | 33:55 | 05:36 | 04:08 |
 | Echo Sabre | 21 | 37.50% | 67.3 | 57.14% | +2.85% | +2.86% | -17.14% | -7.84% | 18:29 | 12:48 | 17:13 | 18:29 | 19:46 | 22:28 | 02:33 | 01:53 |
 | Fluffy Hat | 19 | 33.93% | 65.4 | 57.89% | +3.84% | +42.11% | -17.89% | -12.72% | 23:30 | 18:35 | 20:55 | 24:10 | 25:38 | 28:13 | 04:43 | 03:29 |
 | Bottle | 24 | 42.86% | 63.5 | 54.17% | -2.08% | -4.17% | -20.84% | -16.67% | 01:30 | 00:50 | 01:19 | 01:30 | 01:42 | 02:14 | 00:23 | 00:17 |
 | Crystalys | 13 | 23.21% | 61.5 | 61.54% | +8.05% | +5.13% | -28.21% | -4.00% | 28:31 | 22:04 | 22:27 | 28:54 | 30:47 | 39:22 | 08:20 | 06:10 |
 | Satanic | 3 | 5.36% | 59.6 | 100.00% | +47.17% | 0.00% | 0.00% | 0.00% | 35:28 | 30:57 | 30:57 | 36:38 | 38:48 | 38:48 | 07:51 | 05:48 |
 | Aghanim's Shard | 11 | 19.64% | 57.7 | 54.55% | -1.01% | +12.12% | -54.55% | -7.26% | 22:41 | 15:00 | 15:01 | 19:07 | 24:12 | 40:59 | 09:11 | 06:48 |
 | Aghanim's Scepter | 6 | 10.71% | 55.8 | 66.67% | +12.67% | +33.33% | -66.67% | -19.17% | 27:15 | 23:33 | 25:29 | 26:00 | 30:42 | 31:06 | 05:13 | 03:51 |
 | Buckler | 4 | 7.14% | 53.8 | 75.00% | +21.15% | +25.00% | -75.00% | 0.00% | 35:39 | 31:38 | 31:38 | 34:24 | 36:08 | 40:24 | 04:30 | 03:20 |
 | Crown | 2 | 3.57% | 51.9 | 100.00% | +46.30% | 0.00% | 0.00% | 0.00% | 31:50 | 26:00 | 26:00 | 37:40 | 37:40 | 37:40 | 11:40 | 08:38 |
 | Ghost Scepter | 2 | 3.57% | 50.0 | 100.00% | +46.30% | 0.00% | 0.00% | 0.00% | 29:25 | 26:50 | 26:50 | 32:00 | 32:00 | 32:00 | 05:10 | 03:49 |
 | Chainmail | 7 | 12.50% | 48.1 | 57.14% | +2.04% | -7.14% | +42.86% | 4.46% | 16:51 | 05:22 | 05:55 | 11:56 | 17:08 | 37:40 | 11:13 | 08:18 |
 | Moon Shard | 5 | 8.93% | 46.2 | 60.00% | +5.10% | +40.00% | -60.00% | -6.16% | 25:55 | 12:47 | 12:47 | 21:19 | 29:01 | 49:04 | 16:14 | 12:01 |
 | Assault Cuirass | 3 | 5.36% | 44.2 | 66.67% | +11.95% | +33.33% | 0.00% | 0.00% | 37:48 | 35:28 | 35:28 | 36:52 | 41:03 | 41:03 | 05:35 | 04:08 |
 | Wraith Band | 1 | 1.79% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.79% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.79% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.79% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.79% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.79% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.79% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.79% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.79% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.79% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.79% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Phase Boots | 5 | 8.93% | 21.2 | 40.00% | -16.86% | -40.00% | +60.00% | 13.25% | 11:24 | 06:33 | 06:33 | 12:10 | 14:06 | 17:30 | 07:33 | 05:35 |
 | Daedalus | 2 | 3.57% | 19.2 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 39:44 | 36:44 | 36:44 | 42:43 | 42:43 | 42:43 | 05:59 | 04:25 |
 | Hand of Midas | 3 | 5.36% | 17.3 | 33.33% | -23.27% | -33.33% | 0.00% | 0.00% | 18:24 | 17:36 | 17:36 | 17:40 | 19:56 | 19:56 | 02:20 | 01:43 |
 | Heaven's Halberd | 1 | 1.79% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.79% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.79% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.79% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Arcane Boots | 3 | 5.36% | 7.7 | 0.00% | -58.49% | 0.00% | 0.00% | 0.00% | 18:24 | 09:40 | 09:40 | 16:56 | 28:37 | 28:37 | 18:57 | 14:02 |
 | Sange | 1 | 1.79% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Bracer | 1 | 1.79% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.79% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 00:00 | 00:00 |