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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 | |
 | Kaya | 81 | 75.70% | 100.0 | 51.85% | +24.93% | +3.15% | -6.85% | -1.08% | 19:28 | 07:58 | 14:32 | 18:48 | 23:49 | 40:11 | 09:17 | 06:52 |
 | Kaya and Sange | 75 | 70.09% | 97.9 | 52.00% | +20.75% | +0.63% | +0.63% | 0.00% | 22:14 | 11:25 | 18:09 | 21:58 | 25:14 | 39:43 | 07:05 | 05:14 |
 | Black King Bar | 41 | 38.32% | 95.7 | 56.10% | +16.71% | +3.90% | -26.10% | -3.79% | 30:28 | 19:45 | 26:21 | 31:20 | 34:16 | 38:09 | 07:55 | 05:51 |
 | Void Stone | 90 | 84.11% | 93.6 | 50.00% | +26.47% | +2.17% | -22.73% | -3.13% | 20:23 | 10:15 | 14:51 | 17:37 | 22:49 | 58:39 | 07:58 | 05:54 |
 | Sange | 91 | 85.05% | 91.5 | 49.45% | +24.45% | +2.72% | -1.62% | -0.63% | 19:54 | 10:56 | 15:44 | 19:24 | 22:35 | 39:43 | 06:51 | 05:04 |
 | Hood of Defiance | 74 | 69.16% | 89.4 | 50.00% | +13.64% | -7.89% | -11.11% | -1.24% | 11:23 | 06:01 | 09:55 | 11:00 | 12:31 | 22:33 | 02:36 | 01:55 |
 | Wind Lace | 36 | 33.64% | 87.2 | 55.56% | +14.71% | -22.23% | -22.23% | 0.00% | 15:32 | 08:05 | 13:09 | 14:46 | 17:36 | 24:59 | 04:27 | 03:17 |
 | Eul's Scepter of Divinity | 36 | 33.64% | 85.1 | 55.56% | +14.71% | 0.00% | -33.34% | -11.11% | 17:44 | 14:11 | 15:21 | 16:40 | 18:21 | 27:49 | 03:00 | 02:13 |
 | Ring of Health | 100 | 93.46% | 83.0 | 47.00% | +18.43% | +1.00% | -15.00% | -3.03% | 13:09 | 03:10 | 09:35 | 11:08 | 14:52 | 43:31 | 05:17 | 03:54 |
 | Magic Wand | 93 | 86.92% | 80.9 | 47.31% | +11.60% | +4.86% | -8.18% | -2.60% | 07:39 | -01:29 | 04:43 | 08:40 | 09:44 | 16:13 | 05:01 | 03:42 |
 | Quelling Blade | 98 | 91.59% | 78.7 | 46.94% | +13.61% | -2.94% | -1.11% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Ring of Protection | 107 | 100.00% | 76.6 | 45.79% | +45.79% | -5.05% | +2.36% | 1.95% | 02:36 | -01:30 | -01:29 | 02:51 | 05:17 | 10:30 | 06:46 | 05:00 |
 | Soul Ring | 107 | 100.00% | 74.5 | 45.79% | +45.79% | +2.36% | -8.75% | -3.33% | 05:42 | 01:47 | 04:07 | 05:05 | 07:27 | 10:44 | 03:20 | 02:28 |
 | Boots of Speed | 107 | 100.00% | 72.3 | 45.79% | +45.79% | -5.05% | -1.35% | 1.40% | 04:58 | 01:43 | 03:21 | 04:56 | 06:00 | 10:31 | 02:39 | 01:57 |
 | Arcane Boots | 107 | 100.00% | 70.2 | 45.79% | +45.79% | -1.35% | -16.16% | -5.20% | 08:20 | 05:07 | 06:47 | 07:50 | 09:38 | 21:11 | 02:51 | 02:06 |
 | Magic Stick | 98 | 91.59% | 68.1 | 45.92% | +1.48% | +10.08% | +4.08% | -0.83% | 04:05 | -01:30 | 00:50 | 02:38 | 08:05 | 14:39 | 07:15 | 05:22 |
 | Aghanim's Shard | 23 | 21.50% | 66.0 | 56.52% | +13.66% | +26.81% | +10.15% | -2.51% | 27:52 | 19:33 | 22:20 | 25:51 | 28:58 | 58:22 | 06:38 | 04:54 |
 | Lotus Orb | 54 | 50.47% | 63.8 | 48.15% | +4.75% | +1.85% | -17.38% | -2.76% | 22:31 | 13:15 | 18:19 | 21:53 | 25:17 | 34:53 | 06:58 | 05:09 |
 | Aghanim's Scepter | 15 | 14.02% | 61.7 | 60.00% | +16.52% | +15.00% | -10.00% | -2.18% | 36:18 | 26:50 | 29:49 | 34:23 | 41:17 | 58:34 | 11:28 | 08:29 |
 | Bracer | 70 | 65.42% | 59.6 | 42.86% | -8.49% | +1.58% | -13.45% | -15.03% | 02:22 | 00:24 | 01:46 | 02:10 | 02:45 | 10:24 | 00:59 | 00:43 |
 | Shiva's Guard | 21 | 19.63% | 57.4 | 52.38% | +8.19% | +7.62% | -32.38% | -4.78% | 34:54 | 26:21 | 27:20 | 33:51 | 35:42 | 51:44 | 08:22 | 06:11 |
 | Blink Dagger | 21 | 19.63% | 55.3 | 52.38% | +8.19% | +7.62% | -32.38% | -2.86% | 29:51 | 14:36 | 23:38 | 29:54 | 37:36 | 49:30 | 13:58 | 10:20 |
 | Aghanim's Blessing | 3 | 2.80% | 53.2 | 100.00% | +55.77% | 0.00% | 0.00% | 0.00% | 57:01 | 42:19 | 42:19 | 1:02:16 | 1:06:27 | 1:06:27 | 24:08 | 17:52 |
 | Overwhelming Blink | 3 | 2.80% | 51.1 | 100.00% | +55.77% | 0.00% | 0.00% | 0.00% | 35:18 | 31:35 | 31:35 | 33:41 | 40:38 | 40:38 | 09:03 | 06:42 |
 | Linken's Sphere | 5 | 4.67% | 48.9 | 80.00% | +35.88% | +20.00% | +20.00% | 0.00% | 30:52 | 25:26 | 25:26 | 26:14 | 35:59 | 40:37 | 10:33 | 07:48 |
 | Scythe of Vyse | 19 | 17.76% | 46.8 | 42.11% | -4.48% | -2.11% | +17.89% | 2.07% | 39:01 | 25:36 | 32:25 | 36:55 | 42:04 | 58:46 | 09:39 | 07:08 |
 | Heart of Tarrasque | 4 | 3.74% | 44.7 | 75.00% | +30.34% | +25.00% | -75.00% | 0.00% | 32:28 | 25:06 | 25:06 | 26:38 | 34:18 | 43:49 | 09:12 | 06:48 |
 | Heaven's Halberd | 10 | 9.35% | 42.6 | 50.00% | +4.64% | +50.00% | 0.00% | 0.00% | 21:37 | 16:30 | 17:31 | 19:58 | 24:43 | 33:44 | 07:12 | 05:20 |
 | Aether Lens | 2 | 1.87% | 40.4 | 100.00% | +55.24% | 0.00% | 0.00% | 0.00% | 31:11 | 29:29 | 29:29 | 32:52 | 32:52 | 32:52 | 03:23 | 02:30 |
 | Pipe of Insight | 6 | 5.61% | 38.3 | 50.00% | +4.46% | 0.00% | +50.00% | 0.00% | 20:12 | 14:28 | 16:06 | 16:43 | 23:21 | 27:58 | 07:15 | 05:22 |
 | Headdress | 6 | 5.61% | 36.2 | 50.00% | +4.46% | 0.00% | +50.00% | 0.00% | 18:55 | 11:11 | 14:31 | 15:32 | 22:44 | 27:16 | 08:13 | 06:05 |
 | Wind Waker | 3 | 2.80% | 34.0 | 66.67% | +21.48% | +33.33% | 0.00% | 0.00% | 45:33 | 34:29 | 34:29 | 47:12 | 54:59 | 54:59 | 20:30 | 15:11 |
 | Aeon Disk | 3 | 2.80% | 31.9 | 66.67% | +21.48% | -66.67% | 0.00% | 0.00% | 55:49 | 46:11 | 46:11 | 52:47 | 1:08:29 | 1:08:29 | 22:18 | 16:31 |
 | Fluffy Hat | 3 | 2.80% | 29.8 | 66.67% | +21.48% | +33.33% | 0.00% | 0.00% | 21:49 | 08:02 | 08:02 | 27:45 | 29:41 | 29:41 | 21:39 | 16:02 |
 | Octarine Core | 1 | 0.93% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.93% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Yasha | 1 | 0.93% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Orb of Venom | 5 | 4.67% | 21.3 | 40.00% | -6.08% | -40.00% | +60.00% | 0.00% | 02:55 | 01:22 | 01:22 | 03:06 | 03:13 | 04:05 | 01:51 | 01:22 |
 | Vanguard | 5 | 4.67% | 19.1 | 40.00% | -6.08% | -40.00% | -40.00% | 0.00% | 10:40 | 09:08 | 09:08 | 10:00 | 11:45 | 12:54 | 02:37 | 01:56 |
 | Bottle | 2 | 1.87% | 17.0 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 01:50 | 01:37 | 01:37 | 02:02 | 02:02 | 02:02 | 00:25 | 00:18 |
 | Force Staff | 2 | 1.87% | 14.9 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 29:54 | 29:41 | 29:41 | 30:06 | 30:06 | 30:06 | 00:25 | 00:18 |
 | Ghost Scepter | 2 | 1.87% | 12.8 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 32:56 | 26:46 | 26:46 | 39:06 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Ethereal Blade | 2 | 1.87% | 10.6 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 36:52 | 29:33 | 29:33 | 44:10 | 44:10 | 44:10 | 14:37 | 10:49 |
 | Eternal Shroud | 3 | 2.80% | 8.5 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 34:18 | 24:26 | 24:26 | 37:48 | 40:41 | 40:41 | 16:15 | 12:02 |
 | Orchid Malevolence | 1 | 0.93% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.87% | 4.3 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 18:12 | 14:19 | 14:19 | 22:05 | 22:05 | 22:05 | 07:46 | 05:45 |
 | Crimson Guard | 2 | 1.87% | 2.1 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 19:39 | 16:48 | 16:48 | 22:30 | 22:30 | 22:30 | 05:42 | 04:13 |