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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 | 24 | 14.20% | 100.0 | 87.50% | +35.09% | +12.50% | +12.50% | 0.00% | 44:58 | 27:44 | 36:06 | 42:44 | 56:36 | 1:03:00 | 20:30 | 15:11 |
 | Boots of Travel | 88 | 52.07% | 97.9 | 73.86% | +34.35% | +12.50% | -14.77% | -2.35% | 34:43 | 18:04 | 28:44 | 34:24 | 40:19 | 1:01:32 | 11:35 | 08:34 |
 | Kaya and Sange | 63 | 37.28% | 95.8 | 73.02% | +24.91% | +8.23% | -29.27% | -4.22% | 27:16 | 17:27 | 22:19 | 26:07 | 31:12 | 39:09 | 08:53 | 06:34 |
 | Sange | 63 | 37.28% | 93.8 | 73.02% | +24.91% | +14.48% | -23.02% | -4.04% | 26:39 | 17:27 | 21:17 | 25:43 | 30:34 | 39:23 | 09:17 | 06:52 |
 | Shiva's Guard | 54 | 31.95% | 91.7 | 74.07% | +24.50% | +11.64% | -12.53% | -3.58% | 33:54 | 24:39 | 29:41 | 32:45 | 36:26 | 49:56 | 06:45 | 05:00 |
 | Blink Dagger | 103 | 60.95% | 89.6 | 66.02% | +22.08% | +10.90% | -0.64% | -1.71% | 27:40 | 15:07 | 23:29 | 27:12 | 30:14 | 1:03:31 | 06:45 | 05:00 |
 | Scythe of Vyse | 62 | 36.69% | 87.5 | 67.74% | +16.34% | +13.51% | -21.07% | -3.82% | 38:06 | 26:18 | 33:17 | 36:17 | 42:20 | 1:03:42 | 09:03 | 06:42 |
 | Void Stone | 87 | 51.48% | 85.4 | 65.52% | +16.74% | -1.88% | -6.43% | -0.27% | 29:59 | 07:52 | 19:41 | 33:07 | 36:40 | 53:10 | 16:59 | 12:34 |
 | Kaya | 76 | 44.97% | 83.3 | 65.79% | +15.25% | +2.63% | -23.68% | -2.86% | 23:55 | 13:08 | 18:54 | 21:43 | 28:05 | 45:00 | 09:11 | 06:48 |
 | Bloodstone | 164 | 97.04% | 81.3 | 59.15% | +59.15% | +28.65% | -15.25% | -20.58% | 14:42 | 11:04 | 13:31 | 14:29 | 15:39 | 20:51 | 02:08 | 01:34 |
 | Ring of Health | 28 | 16.57% | 79.2 | 71.43% | +16.82% | -14.29% | 0.00% | 0.54% | 33:52 | 09:42 | 19:33 | 32:51 | 46:04 | 1:03:23 | 26:31 | 19:38 |
 | Magic Stick | 157 | 92.90% | 77.1 | 58.60% | +16.93% | +5.50% | -2.19% | -2.25% | 03:18 | -01:29 | 01:51 | 02:17 | 05:16 | 18:44 | 03:25 | 02:31 |
 | Bottle | 153 | 90.53% | 75.0 | 58.17% | +8.17% | +10.25% | -16.06% | -26.31% | 01:42 | 00:04 | 01:10 | 01:18 | 01:34 | 09:49 | 00:24 | 00:17 |
 | Magic Wand | 157 | 92.90% | 72.9 | 57.96% | +7.96% | +1.01% | -9.24% | -3.17% | 07:22 | -01:29 | 04:46 | 06:49 | 08:00 | 20:42 | 03:14 | 02:23 |
 | Arcane Boots | 169 | 100.00% | 70.8 | 57.40% | +57.40% | +9.27% | -16.92% | -18.27% | 06:17 | 04:03 | 05:25 | 06:06 | 06:51 | 11:55 | 01:26 | 01:03 |
 | Boots of Speed | 169 | 100.00% | 68.8 | 57.40% | +57.40% | +6.89% | -12.16% | -19.05% | 03:18 | 01:10 | 02:45 | 03:14 | 03:45 | 07:34 | 01:00 | 00:44 |
 | Black King Bar | 122 | 72.19% | 66.7 | 54.92% | -8.91% | +16.05% | -4.92% | -4.54% | 24:42 | 18:05 | 21:35 | 23:28 | 26:12 | 44:23 | 04:37 | 03:25 |
 | Linken's Sphere | 5 | 2.96% | 64.6 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 35:39 | 27:55 | 27:55 | 37:29 | 38:42 | 41:19 | 10:47 | 07:59 |
 | Overwhelming Blink | 17 | 10.06% | 62.5 | 70.59% | +14.67% | +29.41% | -45.59% | -6.36% | 45:47 | 33:51 | 36:43 | 46:39 | 48:31 | 1:08:55 | 11:48 | 08:44 |
 | Refresher Orb | 10 | 5.92% | 60.4 | 80.00% | +24.03% | +20.00% | -30.00% | 0.00% | 50:15 | 36:34 | 46:05 | 50:58 | 53:26 | 1:03:23 | 07:21 | 05:26 |
 | Aghanim's Blessing | 7 | 4.14% | 58.3 | 85.71% | +29.54% | -35.71% | +14.29% | 0.00% | 51:52 | 49:34 | 49:52 | 51:14 | 51:35 | 58:06 | 01:43 | 01:16 |
 | Aghanim's Shard | 38 | 22.49% | 56.3 | 55.26% | -2.76% | +4.74% | -10.82% | -1.04% | 41:26 | 22:12 | 34:22 | 41:40 | 49:18 | 57:34 | 14:56 | 11:03 |
 | Wind Lace | 90 | 53.25% | 54.2 | 46.67% | -22.95% | +5.50% | -14.85% | -2.84% | 10:10 | 02:40 | 06:43 | 07:30 | 13:53 | 39:35 | 07:10 | 05:18 |
 | Aghanim's Scepter | 15 | 8.88% | 52.1 | 60.00% | +2.86% | +15.00% | +15.00% | 0.00% | 40:32 | 24:34 | 34:15 | 38:32 | 45:57 | 58:06 | 11:42 | 08:40 |
 | Eul's Scepter of Divinity | 25 | 14.79% | 50.0 | 52.00% | -6.33% | -2.00% | -35.33% | -3.77% | 18:56 | 10:04 | 11:50 | 18:35 | 20:40 | 40:15 | 08:50 | 06:32 |
 | Lotus Orb | 11 | 6.51% | 47.9 | 63.64% | +6.68% | +3.03% | +36.36% | 0.00% | 25:13 | 13:39 | 19:31 | 23:07 | 28:11 | 39:19 | 08:40 | 06:25 |
 | Quelling Blade | 9 | 5.33% | 45.8 | 66.67% | +9.79% | +33.33% | -16.67% | 0.00% | 10:41 | -01:29 | 04:09 | 08:07 | 10:27 | 29:27 | 06:18 | 04:40 |
 | Moon Shard | 3 | 1.78% | 43.8 | 100.00% | +43.37% | 0.00% | 0.00% | 0.00% | 1:04:36 | 54:44 | 54:44 | 1:03:41 | 1:15:24 | 1:15:24 | 20:40 | 15:18 |
 | Ghost Scepter | 12 | 7.10% | 41.7 | 58.33% | +1.01% | +8.34% | -25.00% | -1.52% | 29:54 | 15:03 | 19:19 | 24:28 | 41:14 | 45:44 | 21:55 | 16:14 |
 | Ethereal Blade | 7 | 4.14% | 39.6 | 57.14% | -0.27% | +42.86% | -7.14% | 0.00% | 37:59 | 24:51 | 25:57 | 45:05 | 45:46 | 47:10 | 19:49 | 14:40 |
 | Arcane Blink | 2 | 1.18% | 37.5 | 100.00% | +43.11% | 0.00% | 0.00% | 0.00% | 43:33 | 32:24 | 32:24 | 54:42 | 54:42 | 54:42 | 22:18 | 16:31 |
 | Null Talisman | 12 | 7.10% | 35.4 | 41.67% | -16.93% | +25.00% | +25.00% | 0.00% | 03:52 | 01:23 | 01:54 | 02:44 | 05:05 | 09:31 | 03:11 | 02:21 |
 | Heart of Tarrasque | 1 | 0.59% | 33.3 | 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 |
 | Dagon (level 5) | 1 | 0.59% | 31.3 | 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 |
 | Heaven's Halberd | 1 | 0.59% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.59% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 00:00 | 00:00 |
 | Wind Waker | 3 | 1.78% | 25.0 | 33.33% | -24.50% | +66.67% | 0.00% | 0.00% | 44:55 | 41:35 | 41:35 | 45:11 | 48:00 | 48:00 | 06:25 | 04:45 |
 | Hood of Defiance | 3 | 1.78% | 22.9 | 33.33% | -24.50% | -33.33% | 0.00% | 0.00% | 15:19 | 09:53 | 09:53 | 17:35 | 18:29 | 18:29 | 08:36 | 06:22 |
 | Fluffy Hat | 4 | 2.37% | 20.8 | 25.00% | -33.18% | +75.00% | -25.00% | 0.00% | 13:19 | 08:09 | 08:09 | 09:41 | 11:58 | 23:27 | 03:49 | 02:49 |
 | Guardian Greaves | 2 | 1.18% | 18.8 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 21:59 | 15:37 | 15:37 | 28:20 | 28:20 | 28:20 | 12:43 | 09:25 |
 | Ring of Protection | 2 | 1.18% | 16.7 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 18:45 | 12:21 | 12:21 | 25:08 | 25:08 | 25:08 | 12:47 | 09:28 |
 | Chainmail | 2 | 1.18% | 14.6 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 11:38 | 10:29 | 10:29 | 12:47 | 12:47 | 12:47 | 02:18 | 01:42 |
 | Helm of Iron Will | 1 | 0.59% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.59% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Headdress | 2 | 1.18% | 8.3 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 12:25 | 10:29 | 10:29 | 14:21 | 14:21 | 14:21 | 03:52 | 02:51 |
 | Buckler | 2 | 1.18% | 6.3 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 19:38 | 12:21 | 12:21 | 26:54 | 26:54 | 26:54 | 14:33 | 10:46 |
 | Mekansm | 2 | 1.18% | 4.2 | 0.00% | -58.08% | 0.00% | 0.00% | 0.00% | 13:54 | 11:44 | 11:44 | 16:03 | 16:03 | 16:03 | 04:19 | 03:11 |
 | Eternal Shroud | 1 | 0.59% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |