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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 | |
 | Heart of Tarrasque | 57 | 35.40% | 100.0 | 78.95% | +44.33% | +6.76% | +6.76% | 0.00% | 29:40 | 19:59 | 25:25 | 29:31 | 32:55 | 44:49 | 07:30 | 05:33 |
 | Overwhelming Blink | 26 | 16.15% | 98.3 | 80.77% | +36.33% | +4.94% | -14.10% | -2.18% | 42:21 | 30:58 | 37:51 | 40:32 | 46:34 | 59:32 | 08:43 | 06:27 |
 | Orchid Malevolence | 62 | 38.51% | 96.6 | 67.74% | +28.35% | +13.51% | -27.74% | -4.64% | 35:24 | 23:46 | 30:49 | 36:27 | 39:42 | 51:24 | 08:53 | 06:34 |
 | Bloodthorn | 59 | 36.65% | 94.8 | 67.80% | +27.60% | +12.20% | -27.80% | -5.78% | 36:15 | 24:56 | 32:47 | 36:44 | 39:42 | 53:21 | 06:55 | 05:07 |
 | Yasha | 13 | 8.07% | 93.1 | 84.62% | +37.32% | -17.95% | +15.38% | 3.34% | 24:50 | 14:40 | 17:12 | 24:57 | 27:11 | 45:50 | 09:59 | 07:23 |
 | Void Stone | 35 | 21.74% | 91.4 | 68.57% | +23.33% | +20.32% | -1.90% | -3.45% | 34:40 | 25:49 | 31:39 | 34:12 | 38:05 | 43:30 | 06:26 | 04:45 |
 | Manta Style | 12 | 7.45% | 89.7 | 83.33% | +35.68% | -16.66% | -16.66% | 0.00% | 28:09 | 18:25 | 18:41 | 28:44 | 30:21 | 46:46 | 11:40 | 08:38 |
 | Crystalys | 37 | 22.98% | 87.9 | 64.86% | +18.89% | +12.92% | +1.81% | -1.26% | 29:20 | 18:38 | 23:38 | 28:22 | 32:29 | 54:25 | 08:51 | 06:33 |
 | Silver Edge | 37 | 22.98% | 86.2 | 64.86% | +18.89% | +12.92% | +1.81% | -1.26% | 30:03 | 19:15 | 23:46 | 28:47 | 32:34 | 1:04:32 | 08:48 | 06:31 |
 | Eye of Skadi | 16 | 9.94% | 84.5 | 75.00% | +27.41% | 0.00% | +25.00% | 5.26% | 36:06 | 29:20 | 31:28 | 34:11 | 36:13 | 49:44 | 04:45 | 03:31 |
 | Cornucopia | 34 | 21.12% | 82.8 | 64.71% | +18.25% | +13.07% | -14.71% | -2.89% | 33:45 | 23:46 | 28:54 | 33:12 | 38:31 | 51:24 | 09:37 | 07:07 |
 | Shadow Blade | 40 | 24.84% | 81.0 | 62.50% | +16.22% | +7.50% | -12.50% | -2.63% | 23:55 | 17:01 | 18:47 | 22:30 | 26:24 | 43:55 | 07:37 | 05:38 |
 | Echo Sabre | 152 | 94.41% | 79.3 | 52.63% | +41.52% | +13.16% | -26.31% | -19.74% | 15:39 | 11:52 | 14:33 | 15:38 | 16:33 | 21:28 | 02:00 | 01:28 |
 | Magic Stick | 124 | 77.02% | 77.6 | 53.23% | +12.69% | +8.06% | -14.52% | 0.00% | -00:29 | -01:30 | -01:29 | -01:29 | -01:29 | 15:23 | 00:00 | 00:00 |
 | Moon Shard | 5 | 3.11% | 75.9 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 43:29 | 16:17 | 16:17 | 57:02 | 58:09 | 58:12 | 41:52 | 31:00 |
 | Magic Wand | 132 | 81.99% | 74.1 | 51.52% | +6.69% | -3.04% | -21.22% | -2.78% | 04:22 | -01:29 | 00:50 | 03:14 | 07:23 | 18:55 | 06:33 | 04:51 |
 | Power Treads | 161 | 100.00% | 72.4 | 50.31% | +50.31% | +14.69% | -12.81% | -18.13% | 05:54 | 04:04 | 05:09 | 05:39 | 06:40 | 11:32 | 01:31 | 01:07 |
 | Boots of Speed | 161 | 100.00% | 70.7 | 50.31% | +50.31% | -5.31% | -0.31% | 3.49% | 04:13 | -01:28 | 03:29 | 04:19 | 04:55 | 07:53 | 01:26 | 01:03 |
 | Armlet of Mordiggian | 159 | 98.76% | 69.0 | 50.31% | +0.31% | +12.19% | -27.81% | -21.82% | 11:31 | 08:18 | 10:32 | 11:21 | 12:22 | 16:43 | 01:50 | 01:21 |
 | Helm of Iron Will | 160 | 99.38% | 67.2 | 50.00% | -50.00% | +17.50% | -22.50% | -17.39% | 09:43 | 03:56 | 08:30 | 09:35 | 10:48 | 16:11 | 02:18 | 01:42 |
 | Aghanim's Shard | 72 | 44.72% | 65.5 | 54.17% | +6.98% | -4.17% | +6.94% | 1.56% | 29:46 | 19:20 | 25:52 | 28:48 | 33:00 | 42:02 | 07:08 | 05:17 |
 | Quelling Blade | 144 | 89.44% | 63.8 | 50.00% | -2.94% | +16.67% | -16.67% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 04:49 | 00:00 | 00:00 |
 | Mage Slayer | 94 | 58.39% | 62.1 | 51.06% | +1.81% | +3.11% | +1.11% | -0.22% | 26:28 | 18:02 | 21:31 | 23:41 | 30:44 | 52:56 | 09:13 | 06:49 |
 | Black King Bar | 128 | 79.50% | 60.3 | 48.44% | -9.14% | +10.94% | -10.94% | -5.47% | 22:08 | 16:48 | 19:26 | 21:05 | 23:26 | 48:35 | 04:00 | 02:57 |
 | Wraith Band | 9 | 5.59% | 58.6 | 77.78% | +29.10% | -27.78% | -27.78% | 0.00% | 07:36 | 01:30 | 01:39 | 02:39 | 06:35 | 25:12 | 04:56 | 03:39 |
 | Blink Dagger | 94 | 58.39% | 56.9 | 47.87% | -5.86% | +22.96% | -8.74% | -4.20% | 24:06 | 15:44 | 18:47 | 22:45 | 26:20 | 1:04:17 | 07:33 | 05:35 |
 | Buckler | 40 | 24.84% | 55.2 | 52.50% | +2.91% | +7.50% | -2.50% | -1.01% | 31:27 | 20:41 | 25:15 | 28:48 | 35:07 | 55:42 | 09:52 | 07:18 |
 | Assault Cuirass | 40 | 24.84% | 53.4 | 52.50% | +2.91% | +7.50% | -12.50% | -2.08% | 33:18 | 23:53 | 27:23 | 30:55 | 37:00 | 56:06 | 09:37 | 07:07 |
 | Ring of Protection | 43 | 26.71% | 51.7 | 48.84% | -2.01% | +5.71% | -3.39% | -0.97% | 31:09 | 18:57 | 25:15 | 28:50 | 34:40 | 55:42 | 09:25 | 06:58 |
 | Bracer | 45 | 27.95% | 50.0 | 46.67% | -5.05% | -19.40% | -19.40% | 0.00% | 02:13 | 00:45 | 01:42 | 01:57 | 02:21 | 06:32 | 00:39 | 00:28 |
 | Sange | 5 | 3.11% | 48.3 | 80.00% | +30.64% | +20.00% | +20.00% | 0.00% | 27:40 | 19:05 | 19:05 | 29:06 | 31:13 | 33:58 | 12:08 | 08:59 |
 | Wind Lace | 19 | 11.80% | 46.6 | 47.37% | -3.33% | +12.63% | +12.63% | 0.00% | 11:58 | 04:27 | 10:09 | 12:37 | 13:16 | 18:14 | 03:07 | 02:18 |
 | Ring of Health | 8 | 4.97% | 44.8 | 62.50% | +12.83% | -12.50% | -12.50% | 0.00% | 37:16 | 27:07 | 31:13 | 32:47 | 41:42 | 54:28 | 10:29 | 07:45 |
 | Nullifier | 6 | 3.73% | 43.1 | 66.67% | +16.99% | -16.67% | +33.33% | 0.00% | 40:45 | 24:49 | 39:18 | 42:39 | 45:17 | 49:01 | 05:59 | 04:25 |
 | Linken's Sphere | 9 | 5.59% | 41.4 | 55.56% | +5.56% | +44.44% | -5.56% | 0.00% | 33:09 | 26:18 | 27:00 | 32:27 | 34:15 | 44:29 | 07:15 | 05:22 |
 | Aghanim's Scepter | 4 | 2.48% | 39.7 | 75.00% | +25.32% | +25.00% | -75.00% | 0.00% | 53:39 | 36:58 | 36:58 | 40:22 | 1:06:45 | 1:10:30 | 29:47 | 22:03 |
 | Swift Blink | 2 | 1.24% | 37.9 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 41:18 | 41:13 | 41:13 | 41:22 | 41:22 | 41:22 | 00:09 | 00:06 |
 | Skull Basher | 2 | 1.24% | 36.2 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 40:41 | 29:17 | 29:17 | 52:04 | 52:04 | 52:04 | 22:47 | 16:52 |
 | Abyssal Blade | 2 | 1.24% | 34.5 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 44:59 | 35:21 | 35:21 | 54:37 | 54:37 | 54:37 | 19:16 | 14:16 |
 | Sange and Yasha | 2 | 1.24% | 32.8 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 23:43 | 19:57 | 19:57 | 27:29 | 27:29 | 27:29 | 07:32 | 05:34 |
 | Vanguard | 2 | 1.24% | 31.0 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 44:47 | 35:05 | 35:05 | 54:28 | 54:28 | 54:28 | 19:23 | 14:21 |
 | Harpoon | 5 | 3.11% | 29.3 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 34:29 | 26:36 | 26:36 | 36:04 | 37:28 | 43:53 | 10:52 | 08:02 |
 | Hand of Midas | 5 | 3.11% | 27.6 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 12:05 | 10:46 | 10:46 | 11:38 | 13:09 | 13:42 | 02:23 | 01:45 |
 | Diadem | 5 | 3.11% | 25.9 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 33:59 | 26:11 | 26:11 | 34:48 | 36:59 | 43:49 | 10:48 | 08:00 |
 | Heaven's Halberd | 3 | 1.86% | 24.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 33:29 | 32:01 | 32:01 | 32:49 | 35:38 | 35:38 | 03:37 | 02:40 |
 | Monkey King Bar | 3 | 1.86% | 22.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:52 | 34:23 | 34:23 | 36:23 | 36:50 | 36:50 | 02:27 | 01:48 |
 | Javelin | 4 | 2.48% | 20.7 | 50.00% | -0.32% | +50.00% | -50.00% | 0.00% | 38:28 | 33:04 | 33:04 | 34:51 | 35:34 | 50:21 | 02:30 | 01:51 |
 | Octarine Core | 1 | 0.62% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.62% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.62% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.24% | 13.8 | 50.00% | -0.31% | +50.00% | 0.00% | 0.00% | 1:08:38 | 1:06:45 | 1:06:45 | 1:10:30 | 1:10:30 | 1:10:30 | 03:45 | 02:46 |
 | Butterfly | 3 | 1.86% | 12.1 | 33.33% | -17.30% | +66.67% | 0.00% | 0.00% | 40:13 | 33:43 | 33:43 | 36:20 | 50:37 | 50:37 | 16:54 | 12:31 |
 | Fluffy Hat | 1 | 0.62% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.62% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.62% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.62% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 1.24% | 3.4 | 0.00% | -50.94% | 0.00% | 0.00% | 0.00% | 47:30 | 47:11 | 47:11 | 47:48 | 47:48 | 47:48 | 00:37 | 00:27 |
 | Blight Stone | 1 | 0.62% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |