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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 | 43 | 29.05% | 100.0 | 65.12% | +22.26% | -1.48% | -19.67% | -2.36% | 29:38 | 12:31 | 25:44 | 28:53 | 33:26 | 43:42 | 07:42 | 05:42 |
 | Hood of Defiance | 18 | 12.16% | 98.2 | 72.22% | +26.07% | +7.78% | +2.78% | -0.54% | 11:39 | 05:42 | 06:46 | 09:50 | 16:01 | 19:30 | 09:15 | 06:51 |
 | Ethereal Blade | 24 | 16.22% | 96.4 | 66.67% | +20.70% | 0.00% | -16.67% | -3.57% | 33:18 | 21:15 | 30:13 | 32:41 | 34:53 | 48:56 | 04:40 | 03:27 |
 | Magic Stick | 120 | 81.08% | 94.5 | 53.33% | +21.19% | +3.34% | 0.00% | -0.50% | 04:26 | -01:29 | 00:37 | 02:54 | 07:17 | 26:42 | 06:40 | 04:56 |
 | Eul's Scepter of Divinity | 75 | 50.68% | 92.7 | 56.00% | +13.53% | +1.89% | +1.89% | 0.00% | 22:06 | 15:11 | 19:09 | 21:10 | 24:28 | 31:24 | 05:19 | 03:56 |
 | Ghost Scepter | 34 | 22.97% | 90.9 | 61.76% | +16.15% | +4.91% | +0.74% | -0.74% | 32:13 | 17:59 | 28:22 | 31:21 | 34:01 | 49:04 | 05:39 | 04:11 |
 | Void Stone | 100 | 67.57% | 89.1 | 53.00% | +11.33% | +7.00% | -17.00% | -3.00% | 23:59 | 11:55 | 18:32 | 21:27 | 26:32 | 52:39 | 08:00 | 05:55 |
 | Quelling Blade | 132 | 89.19% | 87.3 | 50.76% | +13.26% | +3.79% | +3.79% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:03 | 00:00 | 00:00 |
 | Magic Wand | 96 | 64.86% | 85.5 | 52.08% | +7.85% | -10.41% | -6.25% | 0.54% | 09:32 | 01:52 | 05:06 | 08:15 | 12:47 | 25:28 | 07:41 | 05:41 |
 | Blink Dagger | 148 | 100.00% | 83.6 | 49.32% | +49.32% | +10.14% | -6.08% | -5.07% | 11:42 | 07:21 | 09:51 | 11:27 | 13:03 | 22:38 | 03:12 | 02:22 |
 | Boots of Speed | 148 | 100.00% | 81.8 | 49.32% | +49.32% | +2.03% | +2.03% | 0.00% | 04:59 | 01:20 | 03:25 | 04:28 | 06:23 | 11:38 | 02:58 | 02:11 |
 | Black King Bar | 61 | 41.22% | 80.0 | 54.10% | +8.12% | -0.77% | -14.10% | -1.81% | 26:56 | 18:09 | 23:10 | 25:48 | 30:31 | 40:13 | 07:21 | 05:26 |
 | Ring of Protection | 85 | 57.43% | 78.2 | 51.76% | +5.73% | -4.14% | -8.90% | -0.98% | 03:58 | -01:29 | -01:28 | 04:28 | 06:19 | 19:31 | 07:47 | 05:45 |
 | Aghanim's Shard | 108 | 72.97% | 76.4 | 50.00% | +2.50% | -1.85% | -1.85% | 0.00% | 22:03 | 15:01 | 17:11 | 21:10 | 25:28 | 46:58 | 08:17 | 06:08 |
 | Soul Ring | 78 | 52.70% | 74.5 | 51.28% | +4.14% | +13.72% | -24.96% | -12.82% | 07:05 | 01:51 | 04:49 | 06:17 | 07:50 | 19:55 | 03:01 | 02:14 |
 | Wind Lace | 96 | 64.86% | 72.7 | 50.00% | +1.92% | -8.33% | -4.17% | 0.34% | 14:36 | -01:29 | 07:12 | 14:51 | 19:32 | 45:12 | 12:20 | 09:08 |
 | Kaya and Sange | 9 | 6.08% | 70.9 | 77.78% | +30.30% | -27.78% | +22.22% | 5.50% | 33:05 | 25:47 | 27:24 | 33:26 | 36:29 | 41:41 | 09:05 | 06:43 |
 | Ring of Health | 60 | 40.54% | 69.1 | 51.67% | +3.94% | +1.66% | +1.66% | 0.00% | 13:54 | 02:31 | 03:16 | 04:10 | 24:53 | 52:39 | 21:37 | 16:00 |
 | Sange | 11 | 7.43% | 67.3 | 72.73% | +25.28% | -39.40% | +27.27% | 7.01% | 30:03 | 18:32 | 24:34 | 29:35 | 34:05 | 40:51 | 09:31 | 07:02 |
 | Bracer | 71 | 47.97% | 65.5 | 49.30% | -0.05% | +11.81% | +0.70% | -11.11% | 03:20 | -01:29 | 01:59 | 02:26 | 02:53 | 31:39 | 00:54 | 00:40 |
 | Linken's Sphere | 4 | 2.70% | 63.6 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 39:43 | 28:16 | 28:16 | 36:18 | 44:35 | 49:41 | 16:19 | 12:05 |
 | Shiva's Guard | 6 | 4.05% | 61.8 | 83.33% | +35.44% | +16.67% | +16.67% | 0.00% | 37:01 | 30:50 | 34:05 | 35:55 | 40:04 | 43:58 | 05:59 | 04:25 |
 | Arcane Boots | 12 | 8.11% | 60.0 | 66.67% | +18.88% | +33.33% | -33.34% | -4.80% | 27:49 | 09:22 | 17:31 | 26:57 | 31:25 | 50:08 | 13:54 | 10:17 |
 | Bottle | 17 | 11.49% | 58.2 | 58.82% | +10.73% | -8.82% | -8.82% | 0.00% | 01:31 | 00:52 | 01:16 | 01:34 | 01:39 | 02:02 | 00:23 | 00:17 |
 | Lotus Orb | 20 | 13.51% | 56.4 | 55.00% | +6.56% | +25.00% | -35.00% | -8.05% | 32:05 | 22:48 | 26:02 | 29:29 | 33:29 | 52:40 | 07:27 | 05:31 |
 | Tranquil Boots | 30 | 20.27% | 54.5 | 46.67% | -3.33% | -9.17% | +10.47% | 3.42% | 08:07 | 03:46 | 05:03 | 06:14 | 10:48 | 17:00 | 05:45 | 04:15 |
 | Aeon Disk | 25 | 16.89% | 52.7 | 48.00% | -1.59% | +2.00% | -14.67% | -1.60% | 39:34 | 27:39 | 32:40 | 37:27 | 43:04 | 56:25 | 10:24 | 07:42 |
 | Aether Lens | 5 | 3.38% | 50.9 | 80.00% | +31.75% | +20.00% | +20.00% | 0.00% | 37:19 | 21:32 | 21:32 | 42:12 | 45:02 | 52:43 | 23:30 | 17:24 |
 | Null Talisman | 22 | 14.86% | 49.1 | 45.45% | -4.55% | -28.78% | -25.45% | 1.07% | 05:23 | 02:24 | 03:32 | 04:23 | 06:38 | 17:18 | 03:06 | 02:17 |
 | Urn of Shadows | 4 | 2.70% | 47.3 | 75.00% | +26.39% | +25.00% | +25.00% | 0.00% | 06:42 | 03:05 | 03:05 | 06:36 | 07:21 | 09:45 | 04:16 | 03:09 |
 | Spirit Vessel | 4 | 2.70% | 45.5 | 75.00% | +26.39% | +25.00% | +25.00% | 0.00% | 16:02 | 11:52 | 11:52 | 12:39 | 19:15 | 20:23 | 07:23 | 05:28 |
 | Helm of Iron Will | 2 | 1.35% | 43.6 | 100.00% | +51.37% | 0.00% | 0.00% | 0.00% | 17:20 | 05:52 | 05:52 | 28:48 | 28:48 | 28:48 | 22:56 | 16:59 |
 | Pipe of Insight | 2 | 1.35% | 41.8 | 100.00% | +51.37% | 0.00% | 0.00% | 0.00% | 17:22 | 14:11 | 14:11 | 20:33 | 20:33 | 20:33 | 06:22 | 04:42 |
 | Headdress | 2 | 1.35% | 40.0 | 100.00% | +51.37% | 0.00% | 0.00% | 0.00% | 17:02 | 13:45 | 13:45 | 20:19 | 20:19 | 20:19 | 06:34 | 04:51 |
 | Vanguard | 16 | 10.81% | 38.2 | 37.50% | -13.26% | +12.50% | -37.50% | -45.45% | 06:47 | 05:36 | 05:56 | 06:30 | 07:02 | 08:24 | 01:06 | 00:48 |
 | Crimson Guard | 1 | 0.68% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Overwhelming Blink | 7 | 4.73% | 34.5 | 28.57% | -21.78% | -28.57% | +21.43% | 0.00% | 49:17 | 38:35 | 39:58 | 47:24 | 52:05 | 1:04:19 | 12:07 | 08:58 |
 | Octarine Core | 2 | 1.35% | 32.7 | 50.00% | +0.68% | -50.00% | 0.00% | 0.00% | 45:28 | 45:03 | 45:03 | 45:53 | 45:53 | 45:53 | 00:50 | 00:37 |
 | Wind Waker | 2 | 1.35% | 30.9 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 43:54 | 43:02 | 43:02 | 44:45 | 44:45 | 44:45 | 01:43 | 01:16 |
 | Heaven's Halberd | 2 | 1.35% | 29.1 | 50.00% | +0.68% | -50.00% | 0.00% | 0.00% | 33:17 | 26:34 | 26:34 | 40:00 | 40:00 | 40:00 | 13:26 | 09:57 |
 | Skull Basher | 2 | 1.35% | 27.3 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 42:00 | 38:48 | 38:48 | 45:12 | 45:12 | 45:12 | 06:24 | 04:44 |
 | Heart of Tarrasque | 2 | 1.35% | 25.5 | 50.00% | +0.68% | -50.00% | 0.00% | 0.00% | 49:09 | 48:43 | 48:43 | 49:35 | 49:35 | 49:35 | 00:52 | 00:38 |
 | Phase Boots | 3 | 2.03% | 23.6 | 33.33% | -16.33% | -33.33% | 0.00% | 0.00% | 10:50 | 06:36 | 06:36 | 10:36 | 15:17 | 15:17 | 08:41 | 06:25 |
 | Chainmail | 4 | 2.70% | 21.8 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 08:47 | 04:46 | 04:46 | 05:30 | 10:36 | 14:16 | 05:50 | 04:19 |
 | Scythe of Vyse | 4 | 2.70% | 20.0 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 40:37 | 32:52 | 32:52 | 34:56 | 46:45 | 47:54 | 13:53 | 10:17 |
 | Ring of Basilius | 7 | 4.73% | 18.2 | 0.00% | -51.77% | 0.00% | 0.00% | 0.00% | 17:46 | 10:47 | 12:00 | 13:12 | 16:17 | 32:22 | 04:17 | 03:10 |
 | Power Treads | 1 | 0.68% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.68% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.35% | 12.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 51:49 | 44:53 | 44:53 | 58:44 | 58:44 | 58:44 | 13:51 | 10:15 |
 | Crown | 7 | 4.73% | 10.9 | 0.00% | -51.77% | 0.00% | 0.00% | 0.00% | 19:13 | 13:02 | 13:06 | 16:20 | 16:23 | 32:22 | 03:17 | 02:25 |
 | Force Staff | 2 | 1.35% | 9.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 26:10 | 19:07 | 19:07 | 33:13 | 33:13 | 33:13 | 14:06 | 10:26 |
 | Aghanim's Blessing | 1 | 0.68% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.68% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 2.03% | 3.6 | 0.00% | -50.34% | 0.00% | 0.00% | 0.00% | 29:13 | 18:36 | 18:36 | 33:12 | 35:50 | 35:50 | 17:14 | 12:45 |
 | Veil of Discord | 7 | 4.73% | 1.8 | 0.00% | -51.77% | 0.00% | 0.00% | 0.00% | 19:43 | 13:30 | 13:37 | 17:18 | 17:55 | 32:22 | 04:18 | 03:11 |