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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 | |
 | Shiva's Guard | 16 | 32.00% | 100.0 | 87.50% | +52.21% | -37.50% | +12.50% | 6.73% | 34:35 | 28:09 | 29:59 | 31:26 | 37:25 | 48:04 | 07:26 | 05:30 |
 | Hood of Defiance | 12 | 24.00% | 97.8 | 75.00% | +30.26% | +25.00% | -8.33% | -6.15% | 13:47 | 09:41 | 10:14 | 14:11 | 15:39 | 18:26 | 05:25 | 04:00 |
 | Urn of Shadows | 11 | 22.00% | 95.7 | 72.73% | +26.58% | -6.06% | +27.27% | 10.99% | 05:09 | 02:29 | 02:56 | 04:35 | 05:58 | 11:11 | 03:02 | 02:14 |
 | Blink Dagger | 11 | 22.00% | 93.5 | 72.73% | +26.58% | +27.27% | -6.06% | -4.41% | 31:40 | 19:07 | 24:52 | 30:50 | 32:25 | 48:39 | 07:33 | 05:35 |
 | Boots of Speed | 50 | 100.00% | 91.3 | 52.00% | +52.00% | +1.85% | -10.33% | -6.70% | 04:25 | 02:03 | 03:28 | 04:23 | 05:17 | 07:16 | 01:49 | 01:20 |
 | Magic Wand | 46 | 92.00% | 89.1 | 52.17% | +2.17% | +6.16% | -6.72% | -4.20% | 06:39 | 01:39 | 05:07 | 06:42 | 08:11 | 16:58 | 03:04 | 02:16 |
 | Wind Lace | 46 | 92.00% | 87.0 | 52.17% | +2.17% | -2.17% | +2.38% | 0.90% | 09:37 | 03:20 | 06:34 | 09:10 | 11:39 | 19:55 | 05:05 | 03:45 |
 | Magic Stick | 47 | 94.00% | 84.8 | 51.06% | -15.61% | +7.27% | -26.06% | -6.64% | 04:19 | -01:29 | 01:34 | 04:46 | 06:35 | 16:58 | 05:01 | 03:42 |
 | Null Talisman | 36 | 72.00% | 82.6 | 52.78% | +2.78% | +2.78% | -8.34% | -5.75% | 03:27 | 01:20 | 02:06 | 03:21 | 04:02 | 07:07 | 01:56 | 01:25 |
 | Ring of Protection | 12 | 24.00% | 80.4 | 66.67% | +19.30% | 0.00% | 0.00% | 0.00% | 02:31 | -01:29 | -01:29 | 02:14 | 04:45 | 09:01 | 06:14 | 04:37 |
 | Eul's Scepter of Divinity | 41 | 82.00% | 78.3 | 51.22% | -4.34% | +8.78% | -11.22% | -5.08% | 15:10 | 10:31 | 12:18 | 14:01 | 16:14 | 24:01 | 03:56 | 02:54 |
 | Black King Bar | 34 | 68.00% | 76.1 | 52.94% | +2.94% | +2.62% | +22.06% | 3.29% | 23:31 | 18:21 | 20:28 | 23:26 | 26:22 | 31:56 | 05:54 | 04:22 |
 | Void Stone | 42 | 84.00% | 73.9 | 50.00% | -12.50% | -13.64% | -20.00% | -1.12% | 13:35 | 07:08 | 09:19 | 12:46 | 15:01 | 37:20 | 05:42 | 04:13 |
 | Crown | 3 | 6.00% | 71.7 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 22:41 | 14:55 | 14:55 | 20:54 | 32:14 | 32:14 | 17:19 | 12:49 |
 | Solar Crest | 3 | 6.00% | 69.6 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 23:21 | 15:09 | 15:09 | 22:31 | 32:24 | 32:24 | 17:15 | 12:46 |
 | Chainmail | 16 | 32.00% | 67.4 | 56.25% | +6.25% | -31.25% | +18.75% | 13.33% | 09:31 | 03:35 | 06:21 | 08:36 | 10:06 | 20:42 | 03:45 | 02:46 |
 | Ring of Health | 16 | 32.00% | 65.2 | 56.25% | +6.25% | +43.75% | -56.25% | -13.51% | 20:14 | 09:41 | 10:53 | 15:21 | 18:17 | 47:05 | 07:24 | 05:28 |
 | Medallion of Courage | 5 | 10.00% | 63.0 | 80.00% | +31.11% | +20.00% | +20.00% | 0.00% | 13:55 | 10:24 | 10:24 | 14:23 | 15:29 | 17:55 | 05:05 | 03:45 |
 | Blight Stone | 5 | 10.00% | 60.9 | 80.00% | +31.11% | +20.00% | +20.00% | 0.00% | 13:28 | 09:03 | 09:03 | 14:23 | 15:11 | 17:40 | 06:08 | 04:32 |
 | Sange | 10 | 20.00% | 58.7 | 60.00% | +10.00% | +6.67% | -10.00% | -1.86% | 24:51 | 14:21 | 20:22 | 23:11 | 29:20 | 37:01 | 08:58 | 06:38 |
 | Bottle | 24 | 48.00% | 56.5 | 45.83% | -11.86% | -12.50% | +4.17% | 16.67% | 02:11 | 01:04 | 01:39 | 02:02 | 02:17 | 06:19 | 00:38 | 00:28 |
 | Aeon Disk | 11 | 22.00% | 54.3 | 54.55% | +3.27% | -21.22% | +12.12% | 5.38% | 33:13 | 20:43 | 29:38 | 32:36 | 35:50 | 43:44 | 06:12 | 04:35 |
 | Aghanim's Shard | 2 | 4.00% | 52.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:42 | 32:31 | 32:31 | 44:53 | 44:53 | 44:53 | 12:22 | 09:09 |
 | Phase Boots | 13 | 26.00% | 50.0 | 46.15% | -7.90% | -12.82% | -12.82% | 0.00% | 11:14 | 05:45 | 06:52 | 09:47 | 11:41 | 25:52 | 04:49 | 03:34 |
 | Kaya | 7 | 14.00% | 47.8 | 57.14% | +5.98% | +42.86% | -57.14% | -43.17% | 26:50 | 19:25 | 24:20 | 26:23 | 26:39 | 38:14 | 02:19 | 01:42 |
 | Power Treads | 10 | 20.00% | 45.7 | 50.00% | -2.50% | +16.67% | 0.00% | -6.25% | 09:40 | 07:04 | 07:49 | 09:44 | 10:29 | 15:00 | 02:40 | 01:58 |
 | Kaya and Sange | 5 | 10.00% | 43.5 | 60.00% | +8.89% | +40.00% | -60.00% | 0.00% | 27:42 | 19:54 | 19:54 | 27:27 | 27:58 | 38:14 | 08:04 | 05:58 |
 | Bracer | 5 | 10.00% | 41.3 | 60.00% | +8.89% | +40.00% | +40.00% | 0.00% | 01:53 | 00:50 | 00:50 | 01:49 | 01:53 | 03:05 | 01:03 | 00:46 |
 | Quelling Blade | 3 | 6.00% | 39.1 | 66.67% | +15.61% | +33.33% | 0.00% | 0.00% | 03:18 | -01:29 | -01:29 | 05:09 | 06:15 | 06:15 | 07:44 | 05:43 |
 | Octarine Core | 1 | 2.00% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.00% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.00% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.00% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.00% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.00% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 4.00% | 23.9 | 50.00% | -2.08% | +50.00% | 0.00% | 0.00% | 34:02 | 30:00 | 30:00 | 38:03 | 38:03 | 38:03 | 08:03 | 05:57 |
 | Refresher Orb | 2 | 4.00% | 21.7 | 50.00% | -2.08% | -50.00% | 0.00% | 0.00% | 53:28 | 47:25 | 47:25 | 59:30 | 59:30 | 59:30 | 12:05 | 08:57 |
 | Spirit Vessel | 2 | 4.00% | 19.6 | 50.00% | -2.08% | -50.00% | 0.00% | 0.00% | 17:02 | 15:49 | 15:49 | 18:15 | 18:15 | 18:15 | 02:26 | 01:48 |
 | Bloodstone | 2 | 4.00% | 17.4 | 50.00% | -2.08% | +50.00% | 0.00% | 0.00% | 29:29 | 27:31 | 27:31 | 31:26 | 31:26 | 31:26 | 03:55 | 02:54 |
 | Ghost Scepter | 4 | 8.00% | 15.2 | 25.00% | -29.35% | -25.00% | -25.00% | 0.00% | 26:43 | 15:24 | 15:24 | 24:20 | 32:35 | 34:31 | 17:11 | 12:43 |
 | Arcane Boots | 1 | 2.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.00% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 4.00% | 8.7 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 38:19 | 37:20 | 37:20 | 39:17 | 39:17 | 39:17 | 01:57 | 01:26 |
 | Force Staff | 1 | 2.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 4.00% | 2.2 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 16:20 | 09:04 | 09:04 | 23:36 | 23:36 | 23:36 | 14:32 | 10:45 |