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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 | |
 | Boots of Travel 2 | 27 | 11.11% | 100.0 | 92.59% | +39.35% | +7.41% | -21.16% | -2.70% | 44:48 | 28:03 | 38:03 | 42:44 | 48:38 | 1:12:38 | 10:35 | 07:50 |
 | Kaya and Sange | 127 | 52.26% | 98.4 | 74.02% | +34.36% | +4.11% | -2.14% | -0.79% | 25:41 | 14:25 | 21:24 | 24:43 | 29:16 | 45:41 | 07:52 | 05:49 |
 | Sange | 133 | 54.73% | 96.7 | 72.93% | +33.84% | +2.83% | -3.23% | -0.75% | 24:53 | 14:25 | 20:36 | 23:39 | 28:43 | 45:27 | 08:07 | 06:00 |
 | Shiva's Guard | 72 | 29.63% | 95.1 | 75.00% | +24.71% | +2.78% | -8.33% | -1.33% | 33:43 | 20:53 | 28:52 | 33:26 | 37:15 | 55:54 | 08:23 | 06:12 |
 | Boots of Travel | 113 | 46.50% | 93.4 | 71.68% | +26.30% | +17.61% | -18.11% | -3.00% | 33:36 | 17:24 | 27:23 | 32:37 | 39:18 | 53:04 | 11:55 | 08:49 |
 | Overwhelming Blink | 29 | 11.93% | 91.8 | 79.31% | +24.64% | +20.69% | -7.88% | -3.06% | 43:09 | 31:14 | 37:24 | 42:16 | 46:44 | 59:18 | 09:20 | 06:54 |
 | Kaya | 165 | 67.90% | 90.2 | 66.67% | +28.21% | -0.82% | -10.57% | -1.23% | 21:46 | 10:25 | 17:08 | 20:11 | 25:03 | 44:50 | 07:55 | 05:51 |
 | Scythe of Vyse | 68 | 27.98% | 88.5 | 70.59% | +18.02% | +5.88% | -11.77% | -2.74% | 37:50 | 26:18 | 34:25 | 36:54 | 40:52 | 55:39 | 06:27 | 04:46 |
 | Blink Dagger | 136 | 55.97% | 86.9 | 63.97% | +14.44% | +0.74% | -2.21% | -0.32% | 27:46 | 10:42 | 22:26 | 26:55 | 31:34 | 52:55 | 09:08 | 06:45 |
 | Void Stone | 105 | 43.21% | 85.2 | 63.81% | +10.91% | -13.81% | -2.27% | 0.53% | 27:55 | 07:07 | 15:21 | 31:29 | 37:10 | 55:39 | 21:49 | 16:09 |
 | Bloodstone | 216 | 88.89% | 83.6 | 58.33% | +6.48% | +23.15% | -23.14% | -21.20% | 14:41 | 11:00 | 13:12 | 14:05 | 15:23 | 37:24 | 02:11 | 01:37 |
 | Arcane Boots | 243 | 100.00% | 82.0 | 57.61% | +57.61% | +7.96% | -21.54% | -21.07% | 06:11 | 03:21 | 05:27 | 06:08 | 06:51 | 10:01 | 01:24 | 01:02 |
 | Boots of Speed | 243 | 100.00% | 80.3 | 57.61% | +57.61% | +12.88% | -13.35% | -23.49% | 03:17 | -01:29 | 02:46 | 03:20 | 03:53 | 06:40 | 01:07 | 00:49 |
 | Magic Wand | 232 | 95.47% | 78.7 | 57.76% | +3.21% | -2.59% | -2.59% | 0.00% | 07:34 | -01:30 | 04:18 | 06:46 | 09:00 | 25:27 | 04:42 | 03:28 |
 | Magic Stick | 233 | 95.88% | 77.0 | 56.65% | -23.35% | +10.59% | -3.20% | -7.19% | 03:22 | -01:29 | 01:50 | 02:16 | 03:45 | 18:44 | 01:55 | 01:25 |
 | Ring of Health | 20 | 8.23% | 75.4 | 75.00% | +18.95% | +25.00% | -35.00% | -2.27% | 33:43 | 06:21 | 19:00 | 32:51 | 45:26 | 1:06:59 | 26:26 | 19:34 |
 | Bottle | 214 | 88.07% | 73.8 | 55.61% | -16.80% | +7.35% | -4.67% | -12.02% | 01:31 | 00:01 | 01:11 | 01:19 | 01:33 | 07:50 | 00:22 | 00:16 |
 | Black King Bar | 147 | 60.49% | 72.1 | 57.14% | -1.19% | +10.43% | -8.49% | -2.95% | 26:09 | 17:46 | 22:01 | 24:35 | 28:26 | 48:08 | 06:25 | 04:45 |
 | Wind Lace | 124 | 51.03% | 70.5 | 54.84% | -5.66% | +3.22% | -12.90% | -1.95% | 11:25 | 02:42 | 06:57 | 09:04 | 15:12 | 40:31 | 08:15 | 06:06 |
 | Ghost Scepter | 25 | 10.29% | 68.9 | 64.00% | +7.12% | +19.33% | +2.67% | -1.30% | 27:36 | 15:03 | 20:00 | 24:28 | 32:47 | 50:56 | 12:47 | 09:28 |
 | Aghanim's Shard | 52 | 21.40% | 67.2 | 55.77% | -2.35% | +5.77% | +5.77% | 0.00% | 37:36 | 19:10 | 31:36 | 36:33 | 44:12 | 56:33 | 12:36 | 09:20 |
 | Guardian Greaves | 16 | 6.58% | 65.6 | 68.75% | +11.92% | +31.25% | -18.75% | -20.98% | 15:50 | 12:54 | 13:57 | 15:03 | 16:20 | 24:33 | 02:23 | 01:45 |
 | Eul's Scepter of Divinity | 42 | 17.28% | 63.9 | 54.76% | -3.45% | -18.40% | -14.76% | 0.57% | 17:30 | 09:54 | 11:55 | 14:15 | 18:21 | 1:17:25 | 06:26 | 04:45 |
 | Null Talisman | 9 | 3.70% | 62.3 | 77.78% | +20.94% | -27.78% | +22.22% | 0.00% | 03:34 | 00:51 | 01:09 | 02:45 | 05:05 | 07:10 | 03:56 | 02:54 |
 | Headdress | 17 | 7.00% | 60.7 | 64.71% | +7.63% | +35.29% | -14.71% | -19.74% | 08:37 | 05:55 | 07:15 | 08:41 | 09:47 | 11:05 | 02:32 | 01:52 |
 | Chainmail | 17 | 7.00% | 59.0 | 64.71% | +7.63% | +10.29% | -39.71% | -20.69% | 09:55 | 07:54 | 08:25 | 10:06 | 10:50 | 12:12 | 02:25 | 01:47 |
 | Mekansm | 17 | 7.00% | 57.4 | 64.71% | +7.63% | +35.29% | -39.71% | -60.00% | 11:32 | 09:38 | 10:39 | 11:07 | 11:54 | 16:12 | 01:15 | 00:55 |
 | Buckler | 15 | 6.17% | 55.7 | 66.67% | +9.65% | +33.33% | +8.33% | -13.39% | 12:39 | 10:39 | 11:16 | 12:35 | 13:08 | 15:47 | 01:52 | 01:22 |
 | Ring of Protection | 15 | 6.17% | 54.1 | 66.67% | +9.65% | +33.33% | +8.33% | -10.42% | 10:54 | -01:29 | 10:44 | 12:35 | 13:08 | 15:47 | 02:24 | 01:46 |
 | Lotus Orb | 4 | 1.65% | 52.5 | 100.00% | +43.10% | 0.00% | 0.00% | 0.00% | 25:48 | 19:31 | 19:31 | 22:33 | 25:41 | 35:27 | 06:10 | 04:34 |
 | Linken's Sphere | 8 | 3.29% | 50.8 | 75.00% | +17.98% | +25.00% | -25.00% | 0.00% | 38:43 | 25:30 | 27:55 | 37:29 | 45:40 | 50:18 | 17:45 | 13:08 |
 | Quelling Blade | 16 | 6.58% | 49.2 | 56.25% | -1.46% | +18.75% | -6.25% | -3.72% | 06:28 | -01:29 | -01:29 | 00:10 | 08:12 | 26:52 | 09:41 | 07:10 |
 | Aghanim's Scepter | 14 | 5.76% | 47.5 | 57.14% | -0.50% | +42.86% | +9.53% | -2.84% | 37:49 | 24:48 | 31:09 | 32:23 | 42:52 | 58:47 | 11:43 | 08:40 |
 | Ethereal Blade | 11 | 4.53% | 45.9 | 54.55% | -3.21% | +12.12% | +12.12% | 0.00% | 32:23 | 17:17 | 24:51 | 30:18 | 36:20 | 51:19 | 11:29 | 08:30 |
 | Hood of Defiance | 4 | 1.65% | 44.3 | 75.00% | +17.68% | +25.00% | -75.00% | 0.00% | 17:37 | 16:52 | 16:52 | 16:56 | 17:17 | 19:23 | 00:25 | 00:18 |
 | Heaven's Halberd | 4 | 1.65% | 42.6 | 75.00% | +17.68% | +25.00% | +25.00% | 0.00% | 28:09 | 19:44 | 19:44 | 30:38 | 30:53 | 31:21 | 11:09 | 08:15 |
 | Aghanim's Blessing | 7 | 2.88% | 41.0 | 57.14% | -0.49% | -7.14% | -7.14% | 0.00% | 47:30 | 36:53 | 41:00 | 44:36 | 50:14 | 58:47 | 09:14 | 06:50 |
 | Desolator | 2 | 0.82% | 39.3 | 100.00% | +42.74% | 0.00% | 0.00% | 0.00% | 35:44 | 30:38 | 30:38 | 40:50 | 40:50 | 40:50 | 10:12 | 07:33 |
 | Orb of Venom | 2 | 0.82% | 37.7 | 100.00% | +42.74% | 0.00% | 0.00% | 0.00% | 05:04 | 03:19 | 03:19 | 06:48 | 06:48 | 06:48 | 03:29 | 02:34 |
 | Arcane Blink | 2 | 0.82% | 36.1 | 100.00% | +42.74% | 0.00% | 0.00% | 0.00% | 43:33 | 32:24 | 32:24 | 54:42 | 54:42 | 54:42 | 22:18 | 16:31 |
 | Fluffy Hat | 8 | 3.29% | 34.4 | 50.00% | -7.87% | 0.00% | 0.00% | 0.00% | 12:51 | 06:21 | 06:33 | 08:09 | 16:22 | 24:58 | 09:49 | 07:16 |
 | Octarine Core | 5 | 2.06% | 32.8 | 60.00% | +2.44% | +40.00% | -60.00% | 0.00% | 46:33 | 27:35 | 27:35 | 42:59 | 56:51 | 1:04:06 | 29:16 | 21:40 |
 | Refresher Orb | 6 | 2.47% | 31.1 | 50.00% | -7.81% | +50.00% | -50.00% | 0.00% | 51:35 | 34:21 | 39:12 | 52:38 | 1:03:23 | 1:07:00 | 24:11 | 17:54 |
 | Pipe of Insight | 3 | 1.23% | 29.5 | 66.67% | +9.17% | +33.33% | 0.00% | 0.00% | 22:21 | 19:58 | 19:58 | 21:22 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Wraith Band | 3 | 1.23% | 27.9 | 66.67% | +9.17% | +33.33% | 0.00% | 0.00% | 06:28 | 05:03 | 05:03 | 05:57 | 08:23 | 08:23 | 03:20 | 02:28 |
 | Aether Lens | 4 | 1.65% | 26.2 | 50.00% | -7.74% | +50.00% | -50.00% | 0.00% | 43:44 | 27:35 | 27:35 | 40:21 | 42:54 | 1:04:06 | 15:19 | 11:20 |
 | Boots of Bearing | 1 | 0.41% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.41% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.41% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.41% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.41% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.41% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.41% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.41% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Moon Shard | 2 | 0.82% | 11.5 | 50.00% | -7.68% | -50.00% | 0.00% | 0.00% | 60:46 | 57:50 | 57:50 | 1:03:41 | 1:03:41 | 1:03:41 | 05:51 | 04:20 |
 | Wind Waker | 2 | 0.82% | 9.8 | 50.00% | -7.68% | +50.00% | 0.00% | 0.00% | 60:53 | 44:20 | 44:20 | 1:17:25 | 1:17:25 | 1:17:25 | 33:05 | 24:30 |
 | Cornucopia | 2 | 0.82% | 8.2 | 50.00% | -7.68% | +50.00% | 0.00% | 0.00% | 39:13 | 25:30 | 25:30 | 52:55 | 52:55 | 52:55 | 27:25 | 20:18 |
 | Force Staff | 3 | 1.23% | 6.6 | 33.33% | -24.59% | -33.33% | 0.00% | 0.00% | 23:20 | 20:03 | 20:03 | 23:28 | 26:29 | 26:29 | 06:26 | 04:45 |
 | Aeon Disk | 1 | 0.41% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.41% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.41% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 00:00 | 00:00 |