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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 | |
 | Aeon Disk | 20 | 12.27% | 100.0 | 75.00% | +33.04% | +5.00% | +5.00% | 0.00% | 40:28 | 27:16 | 33:38 | 39:36 | 42:17 | 56:23 | 08:39 | 06:24 |
 | Aether Lens | 19 | 11.66% | 97.8 | 73.68% | +31.32% | +6.32% | -13.68% | 0.00% | 39:07 | 28:36 | 34:24 | 38:50 | 44:08 | 48:45 | 09:44 | 07:12 |
 | Aghanim's Scepter | 126 | 77.30% | 95.7 | 54.76% | +38.54% | -7.88% | +9.76% | 3.09% | 23:54 | 16:14 | 20:19 | 23:44 | 26:02 | 40:02 | 05:43 | 04:14 |
 | Void Stone | 85 | 52.15% | 93.5 | 55.29% | +19.39% | -21.96% | +16.14% | 1.77% | 23:34 | 08:25 | 12:34 | 19:46 | 34:08 | 50:59 | 21:34 | 15:58 |
 | Sange | 75 | 46.01% | 91.3 | 54.67% | +16.03% | -7.30% | +13.75% | 2.02% | 24:49 | 14:33 | 18:53 | 23:56 | 29:19 | 47:38 | 10:26 | 07:43 |
 | Aghanim's Shard | 76 | 46.63% | 89.1 | 53.95% | +14.87% | -6.58% | +9.21% | 2.19% | 28:36 | 15:01 | 24:11 | 27:37 | 31:24 | 51:29 | 07:13 | 05:20 |
 | Chainmail | 117 | 71.78% | 87.0 | 51.28% | +18.67% | +14.24% | +0.44% | -3.55% | 10:12 | 03:38 | 08:02 | 09:51 | 11:55 | 29:05 | 03:53 | 02:52 |
 | Phase Boots | 60 | 36.81% | 84.8 | 55.00% | +14.22% | +11.67% | -1.67% | -6.30% | 09:07 | 06:41 | 07:54 | 08:34 | 10:01 | 17:03 | 02:07 | 01:34 |
 | Kaya and Sange | 73 | 44.79% | 82.6 | 53.42% | +13.42% | -8.98% | +7.69% | 1.73% | 25:30 | 15:00 | 20:08 | 24:29 | 29:45 | 47:38 | 09:37 | 07:07 |
 | Magic Stick | 159 | 97.55% | 80.4 | 47.17% | +47.17% | +2.83% | +0.33% | -1.14% | 03:37 | -01:29 | 02:12 | 02:24 | 04:24 | 14:22 | 02:12 | 01:37 |
 | Magic Wand | 155 | 95.09% | 78.3 | 47.10% | +22.10% | -8.64% | -3.51% | 1.97% | 06:07 | 00:43 | 04:28 | 05:42 | 07:04 | 15:47 | 02:36 | 01:55 |
 | Kaya | 113 | 69.33% | 76.1 | 48.67% | +8.67% | +1.33% | +1.33% | 0.00% | 22:42 | 10:21 | 15:17 | 23:04 | 27:37 | 48:56 | 12:20 | 09:08 |
 | Quelling Blade | 162 | 99.39% | 73.9 | 46.30% | +46.30% | +9.80% | -3.80% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Bottle | 162 | 99.39% | 71.7 | 46.30% | +46.30% | +9.80% | -3.80% | -13.60% | 01:33 | 00:43 | 01:20 | 01:32 | 01:39 | 04:45 | 00:19 | 00:14 |
 | Boots of Speed | 163 | 100.00% | 69.6 | 46.01% | +46.01% | +0.33% | -9.42% | -4.76% | 05:10 | 01:19 | 04:08 | 05:05 | 06:11 | 12:07 | 02:03 | 01:31 |
 | Witch Blade | 75 | 46.01% | 67.4 | 49.33% | +6.15% | +3.30% | -28.28% | -14.69% | 14:12 | 09:26 | 12:38 | 13:38 | 14:47 | 32:53 | 02:09 | 01:35 |
 | Crown | 4 | 2.45% | 65.2 | 100.00% | +55.35% | 0.00% | 0.00% | 0.00% | 31:18 | 20:16 | 20:16 | 28:43 | 29:40 | 46:31 | 09:24 | 06:57 |
 | Dagon | 4 | 2.45% | 63.0 | 100.00% | +55.35% | 0.00% | 0.00% | 0.00% | 32:08 | 23:39 | 23:39 | 28:43 | 29:40 | 46:31 | 06:01 | 04:27 |
 | Ring of Health | 24 | 14.72% | 60.9 | 58.33% | +14.45% | +8.34% | -8.33% | -2.14% | 36:18 | 19:16 | 31:01 | 35:07 | 38:49 | 58:06 | 07:48 | 05:46 |
 | Linken's Sphere | 20 | 12.27% | 58.7 | 60.00% | +15.94% | 0.00% | 0.00% | 0.00% | 35:23 | 25:23 | 30:31 | 35:31 | 37:15 | 50:17 | 06:44 | 04:59 |
 | Eul's Scepter of Divinity | 50 | 30.67% | 56.5 | 50.00% | +5.75% | -26.92% | 0.00% | 6.12% | 17:42 | 11:50 | 14:02 | 15:55 | 18:26 | 34:12 | 04:24 | 03:15 |
 | Null Talisman | 115 | 70.55% | 54.3 | 44.35% | -5.65% | +10.82% | +3.93% | -4.35% | 04:45 | -00:49 | 03:49 | 04:35 | 05:24 | 09:09 | 01:35 | 01:10 |
 | Wind Lace | 56 | 34.36% | 52.2 | 46.43% | +0.64% | -3.57% | -17.86% | -1.56% | 14:59 | 04:48 | 08:52 | 13:00 | 18:00 | 33:55 | 09:08 | 06:45 |
 | Black King Bar | 29 | 17.79% | 50.0 | 51.72% | +6.94% | +19.71% | +5.42% | -2.54% | 37:55 | 22:57 | 31:15 | 35:30 | 36:53 | 1:04:55 | 05:38 | 04:10 |
 | Power Treads | 33 | 20.25% | 47.8 | 48.48% | +3.10% | +26.52% | -23.48% | -21.13% | 08:20 | 04:56 | 06:56 | 08:10 | 09:18 | 15:08 | 02:22 | 01:45 |
 | Octarine Core | 11 | 6.75% | 45.7 | 63.64% | +18.90% | +36.36% | +3.03% | 0.00% | 42:59 | 33:49 | 38:50 | 45:42 | 45:59 | 49:57 | 07:09 | 05:17 |
 | Dagon (level 2) | 3 | 1.84% | 43.5 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 35:29 | 28:54 | 28:54 | 31:03 | 46:31 | 46:31 | 17:37 | 13:02 |
 | Ghost Scepter | 22 | 13.50% | 41.3 | 50.00% | +4.61% | 0.00% | -30.00% | -2.74% | 27:46 | 13:47 | 22:10 | 27:31 | 33:07 | 41:32 | 10:57 | 08:06 |
 | Ethereal Blade | 19 | 11.66% | 39.1 | 47.37% | +1.54% | +12.63% | -7.37% | 0.00% | 29:10 | 16:23 | 21:17 | 29:00 | 34:33 | 42:48 | 13:16 | 09:49 |
 | Aghanim's Blessing | 2 | 1.23% | 37.0 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 51:21 | 46:21 | 46:21 | 56:21 | 56:21 | 56:21 | 10:00 | 07:24 |
 | Arcane Boots | 2 | 1.23% | 34.8 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 32:21 | 31:43 | 31:43 | 32:59 | 32:59 | 32:59 | 01:16 | 00:56 |
 | Dagon (level 3) | 2 | 1.23% | 32.6 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 32:29 | 31:37 | 31:37 | 33:21 | 33:21 | 33:21 | 01:44 | 01:17 |
 | Dagon (level 4) | 2 | 1.23% | 30.4 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 34:33 | 33:22 | 33:22 | 35:44 | 35:44 | 35:44 | 02:22 | 01:45 |
 | Shiva's Guard | 2 | 1.23% | 28.3 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 54:18 | 48:16 | 48:16 | 60:20 | 60:20 | 60:20 | 12:04 | 08:56 |
 | Wind Waker | 3 | 1.84% | 26.1 | 66.67% | +21.04% | -66.67% | 0.00% | 0.00% | 45:02 | 34:55 | 34:55 | 46:59 | 53:13 | 53:13 | 18:18 | 13:33 |
 | Refresher Orb | 3 | 1.84% | 23.9 | 66.67% | +21.04% | +33.33% | 0.00% | 0.00% | 51:17 | 44:45 | 44:45 | 51:00 | 58:07 | 58:07 | 13:22 | 09:54 |
 | Dagon (level 5) | 1 | 0.61% | 21.7 | 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 |
 | Divine Rapier | 1 | 0.61% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.61% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.61% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.61% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 1.23% | 10.9 | 50.00% | +4.04% | -50.00% | 0.00% | 0.00% | 45:45 | 40:17 | 40:17 | 51:13 | 51:13 | 51:13 | 10:56 | 08:05 |
 | Blink Dagger | 2 | 1.23% | 8.7 | 50.00% | +4.04% | +50.00% | 0.00% | 0.00% | 48:09 | 38:58 | 38:58 | 57:19 | 57:19 | 57:19 | 18:21 | 13:35 |
 | Spirit Vessel | 2 | 1.23% | 6.5 | 0.00% | -46.58% | 0.00% | 0.00% | 0.00% | 15:29 | 13:31 | 13:31 | 17:27 | 17:27 | 17:27 | 03:56 | 02:54 |
 | Urn of Shadows | 2 | 1.23% | 4.3 | 0.00% | -46.58% | 0.00% | 0.00% | 0.00% | 09:18 | 07:49 | 07:49 | 10:47 | 10:47 | 10:47 | 02:58 | 02:11 |
 | Ring of Protection | 2 | 1.23% | 2.2 | 0.00% | -46.58% | 0.00% | 0.00% | 0.00% | 09:18 | 07:49 | 07:49 | 10:47 | 10:47 | 10:47 | 02:58 | 02:11 |