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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 | |
 | Wind Lace | 61 | 89.71% | 100.0 | 52.46% | +23.89% | +20.87% | -5.79% | -2.59% | 11:35 | 00:59 | 05:37 | 08:41 | 15:55 | 31:09 | 10:18 | 07:37 |
 | Void Stone | 53 | 77.94% | 97.9 | 52.83% | +12.83% | +16.40% | -14.37% | -5.90% | 21:31 | 13:12 | 18:01 | 20:35 | 23:14 | 49:32 | 05:13 | 03:51 |
 | Eul's Scepter of Divinity | 49 | 72.06% | 95.7 | 53.06% | +10.95% | +21.94% | -11.39% | -6.87% | 21:59 | 15:26 | 19:13 | 21:22 | 24:04 | 31:29 | 04:51 | 03:35 |
 | Boots of Speed | 68 | 100.00% | 93.6 | 50.00% | +50.00% | +8.82% | +14.71% | 3.07% | 04:19 | 01:43 | 03:18 | 04:15 | 05:13 | 07:55 | 01:55 | 01:25 |
 | Tranquil Boots | 32 | 47.06% | 91.5 | 56.25% | +11.81% | -6.25% | +6.25% | 5.10% | 07:47 | 02:32 | 05:55 | 06:52 | 08:22 | 16:03 | 02:27 | 01:48 |
 | Blink Dagger | 64 | 94.12% | 89.4 | 50.00% | 0.00% | +18.75% | 0.00% | -6.18% | 13:24 | 08:51 | 11:16 | 13:10 | 14:18 | 37:05 | 03:02 | 02:14 |
 | Magic Stick | 65 | 95.59% | 87.2 | 49.23% | -17.44% | +0.77% | -5.48% | -1.13% | 03:35 | -01:29 | 00:48 | 03:14 | 06:20 | 16:32 | 05:32 | 04:05 |
 | Quelling Blade | 66 | 97.06% | 85.1 | 48.48% | -51.52% | -7.30% | -4.73% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 01:10 | 00:00 | 00:00 |
 | Bottle | 31 | 45.59% | 83.0 | 54.84% | +8.89% | -17.34% | +20.16% | 27.44% | 03:34 | 02:00 | 02:35 | 03:20 | 03:57 | 06:02 | 01:22 | 01:00 |
 | Ring of Health | 31 | 45.59% | 80.9 | 51.61% | +2.96% | -14.11% | -14.11% | 0.00% | 24:04 | 03:42 | 18:01 | 23:53 | 30:36 | 42:28 | 12:35 | 09:19 |
 | Magic Wand | 54 | 79.41% | 78.7 | 44.44% | -26.99% | -1.58% | -13.67% | -2.36% | 07:37 | 01:42 | 04:44 | 06:47 | 09:51 | 20:46 | 05:07 | 03:47 |
 | Bracer | 41 | 60.29% | 76.6 | 46.34% | -9.22% | +23.66% | -16.34% | -12.24% | 03:15 | -01:29 | 01:51 | 02:40 | 05:07 | 07:45 | 03:16 | 02:25 |
 | Ring of Protection | 23 | 33.82% | 74.5 | 52.17% | +3.28% | -18.84% | +14.50% | 10.64% | 01:53 | -01:29 | -01:29 | -01:29 | 04:37 | 19:41 | 06:06 | 04:31 |
 | Lotus Orb | 14 | 20.59% | 72.3 | 57.14% | +8.99% | +42.86% | -57.14% | -10.60% | 31:51 | 23:12 | 25:55 | 31:55 | 35:21 | 38:53 | 09:26 | 06:59 |
 | Headdress | 12 | 17.65% | 70.2 | 58.33% | +10.12% | -25.00% | -25.00% | 0.00% | 26:02 | 15:31 | 20:28 | 21:47 | 26:15 | 57:01 | 05:47 | 04:17 |
 | Pipe of Insight | 8 | 11.76% | 68.1 | 62.50% | +14.17% | -12.50% | -62.50% | -10.24% | 30:18 | 21:01 | 22:17 | 26:25 | 27:10 | 57:06 | 04:53 | 03:37 |
 | Force Staff | 6 | 8.82% | 66.0 | 66.67% | +18.28% | +33.33% | -66.67% | 0.00% | 30:21 | 21:44 | 26:57 | 30:40 | 33:16 | 37:44 | 06:19 | 04:40 |
 | Aghanim's Scepter | 6 | 8.82% | 63.8 | 66.67% | +18.28% | -16.67% | +33.33% | 0.00% | 33:13 | 17:59 | 22:17 | 37:26 | 40:44 | 43:20 | 18:27 | 13:40 |
 | Soul Ring | 9 | 13.24% | 61.7 | 55.56% | +6.41% | +44.44% | -55.56% | -19.48% | 08:09 | 02:52 | 04:43 | 06:36 | 09:51 | 16:48 | 05:08 | 03:48 |
 | Hood of Defiance | 16 | 23.53% | 59.6 | 43.75% | -8.17% | -18.75% | -18.75% | 0.00% | 20:36 | 09:39 | 11:52 | 20:24 | 24:03 | 49:36 | 12:11 | 09:01 |
 | Heart of Tarrasque | 2 | 2.94% | 57.4 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 37:25 | 33:09 | 33:09 | 41:41 | 41:41 | 41:41 | 08:32 | 06:19 |
 | Black King Bar | 10 | 14.71% | 55.3 | 50.00% | 0.00% | -16.67% | 0.00% | 3.35% | 29:56 | 24:35 | 27:14 | 30:16 | 32:13 | 34:25 | 04:59 | 03:41 |
 | Veil of Discord | 8 | 11.76% | 53.2 | 50.00% | 0.00% | 0.00% | -50.00% | -6.58% | 13:02 | 06:20 | 08:35 | 12:39 | 16:11 | 20:04 | 07:36 | 05:37 |
 | Ring of Basilius | 8 | 11.76% | 51.1 | 50.00% | 0.00% | +50.00% | -50.00% | -10.70% | 11:12 | 05:20 | 05:56 | 09:38 | 15:17 | 19:27 | 09:21 | 06:55 |
 | Arcane Boots | 5 | 7.35% | 48.9 | 60.00% | +10.79% | +40.00% | +40.00% | 0.00% | 10:52 | 05:21 | 05:21 | 07:32 | 15:19 | 19:10 | 09:58 | 07:22 |
 | Shiva's Guard | 5 | 7.35% | 46.8 | 60.00% | +10.79% | +40.00% | -60.00% | 0.00% | 34:17 | 27:36 | 27:36 | 37:14 | 37:36 | 41:21 | 10:00 | 07:24 |
 | Crown | 9 | 13.24% | 44.7 | 44.44% | -6.41% | +5.56% | -44.44% | -3.90% | 09:27 | -01:29 | 02:27 | 09:38 | 15:17 | 19:27 | 12:50 | 09:30 |
 | Ghost Scepter | 6 | 8.82% | 42.6 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 34:15 | 24:49 | 25:44 | 30:35 | 38:49 | 52:09 | 13:05 | 09:41 |
 | Fluffy Hat | 3 | 4.41% | 40.4 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 3 | 4.41% | 38.3 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | 40:47 | 34:56 | 34:56 | 36:47 | 50:38 | 50:38 | 15:42 | 11:37 |
 | Aether Lens | 3 | 4.41% | 36.2 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | 37:34 | 31:13 | 31:13 | 31:45 | 49:44 | 49:44 | 18:31 | 13:42 |
 | Aeon Disk | 7 | 10.29% | 34.0 | 42.86% | -7.96% | +7.14% | -42.86% | 0.00% | 36:11 | 19:24 | 23:25 | 39:29 | 43:23 | 48:31 | 19:58 | 14:47 |
 | Wind Waker | 1 | 1.47% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.47% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.47% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.47% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Chainmail | 8 | 11.76% | 23.4 | 25.00% | -28.33% | -25.00% | +75.00% | 9.69% | 13:10 | 04:14 | 05:12 | 06:06 | 15:31 | 40:52 | 10:19 | 07:38 |
 | Vanguard | 2 | 2.94% | 21.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 23:22 | 20:24 | 20:24 | 26:20 | 26:20 | 26:20 | 05:56 | 04:23 |
 | Linken's Sphere | 2 | 2.94% | 19.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:06 | 37:18 | 37:18 | 42:53 | 42:53 | 42:53 | 05:35 | 04:08 |
 | Crimson Guard | 2 | 2.94% | 17.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 24:47 | 23:13 | 23:13 | 26:20 | 26:20 | 26:20 | 03:07 | 02:18 |
 | Helm of Iron Will | 2 | 2.94% | 14.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 23:14 | 20:56 | 20:56 | 25:32 | 25:32 | 25:32 | 04:36 | 03:24 |
 | Mekansm | 2 | 2.94% | 12.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 18:27 | 16:00 | 16:00 | 20:53 | 20:53 | 20:53 | 04:53 | 03:37 |
 | Buckler | 2 | 2.94% | 10.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 16:50 | 13:58 | 13:58 | 19:42 | 19:42 | 19:42 | 05:44 | 04:14 |
 | Eternal Shroud | 2 | 2.94% | 8.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 28:56 | 27:43 | 27:43 | 30:09 | 30:09 | 30:09 | 02:26 | 01:48 |
 | Phase Boots | 5 | 7.35% | 6.4 | 0.00% | -53.97% | 0.00% | 0.00% | 0.00% | 07:11 | 05:52 | 05:52 | 07:22 | 07:24 | 08:43 | 01:32 | 01:08 |
 | Guardian Greaves | 1 | 1.47% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.47% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |