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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 | |
 | Buckler | 5 | 8.06% | 100.0 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 27:57 | 21:43 | 21:43 | 27:30 | 28:23 | 36:14 | 06:40 | 04:56 |
 | Heart of Tarrasque | 5 | 8.06% | 98.0 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 31:44 | 28:54 | 28:54 | 30:27 | 32:34 | 37:28 | 03:40 | 02:42 |
 | Guardian Greaves | 5 | 8.06% | 96.1 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 29:15 | 21:43 | 21:43 | 28:53 | 29:53 | 38:12 | 08:10 | 06:02 |
 | Mekansm | 5 | 8.06% | 94.1 | 100.00% | +56.14% | 0.00% | 0.00% | 0.00% | 26:34 | 18:26 | 18:26 | 25:56 | 27:36 | 36:13 | 09:10 | 06:47 |
 | Arcane Boots | 16 | 25.81% | 92.2 | 75.00% | +35.87% | 0.00% | 0.00% | 0.00% | 22:50 | 09:12 | 14:50 | 18:39 | 28:57 | 39:40 | 14:07 | 10:27 |
 | Crimson Guard | 17 | 27.42% | 90.2 | 70.59% | +30.59% | +4.41% | +29.41% | 3.42% | 21:39 | 11:35 | 16:57 | 19:29 | 24:15 | 38:29 | 07:18 | 05:24 |
 | Heaven's Halberd | 16 | 25.81% | 88.2 | 68.75% | +27.45% | +6.25% | -43.75% | -4.72% | 30:18 | 21:35 | 23:13 | 30:55 | 33:49 | 41:56 | 10:36 | 07:51 |
 | Lotus Orb | 16 | 25.81% | 86.3 | 68.75% | +27.45% | +31.25% | -18.75% | -6.76% | 28:33 | 22:26 | 23:48 | 27:07 | 31:12 | 42:19 | 07:24 | 05:28 |
 | Vanguard | 52 | 83.87% | 84.3 | 55.77% | +45.77% | +13.46% | -9.62% | -11.17% | 07:16 | 04:28 | 05:33 | 06:20 | 07:37 | 32:47 | 02:04 | 01:31 |
 | Helm of Iron Will | 18 | 29.03% | 82.4 | 66.67% | +25.76% | +13.33% | -16.67% | -3.55% | 18:59 | 03:01 | 14:36 | 15:48 | 23:03 | 38:18 | 08:27 | 06:15 |
 | Headdress | 28 | 45.16% | 80.4 | 60.71% | +22.47% | -3.57% | +10.72% | 2.72% | 21:51 | 11:21 | 18:26 | 20:31 | 23:41 | 36:13 | 05:15 | 03:53 |
 | Sange | 17 | 27.42% | 78.4 | 64.71% | +22.49% | +10.29% | -39.71% | -4.68% | 30:17 | 18:16 | 21:48 | 29:06 | 32:29 | 1:07:57 | 10:41 | 07:54 |
 | Ring of Health | 59 | 95.16% | 76.5 | 50.85% | +50.85% | +22.48% | -17.52% | -40.00% | 03:35 | 01:41 | 02:45 | 03:22 | 03:39 | 14:35 | 00:54 | 00:40 |
 | Chainmail | 28 | 45.16% | 74.5 | 57.14% | +15.96% | -28.57% | +14.29% | 4.43% | 13:21 | 02:37 | 07:24 | 10:43 | 17:05 | 36:13 | 09:41 | 07:10 |
 | Pipe of Insight | 24 | 38.71% | 72.5 | 58.33% | +16.22% | -8.33% | +8.34% | 3.51% | 22:50 | 13:41 | 19:31 | 22:37 | 24:16 | 34:09 | 04:45 | 03:31 |
 | Void Stone | 22 | 35.48% | 70.6 | 59.09% | +16.59% | -25.76% | +0.91% | 5.18% | 23:47 | 05:33 | 22:26 | 23:48 | 27:35 | 42:16 | 05:09 | 03:48 |
 | Blink Dagger | 61 | 98.39% | 68.6 | 49.18% | +49.18% | +10.82% | -22.51% | -11.30% | 14:04 | 09:53 | 12:25 | 13:54 | 15:22 | 21:03 | 02:57 | 02:11 |
 | Magic Stick | 54 | 87.10% | 66.7 | 50.00% | +12.50% | +14.29% | +3.85% | -1.30% | 05:36 | -01:29 | -01:28 | 05:03 | 09:31 | 21:31 | 10:59 | 08:08 |
 | Boots of Speed | 62 | 100.00% | 64.7 | 48.39% | +48.39% | -4.64% | -21.72% | -7.88% | 07:03 | 02:02 | 06:13 | 07:10 | 08:23 | 11:57 | 02:10 | 01:36 |
 | Overwhelming Blink | 8 | 12.90% | 62.7 | 75.00% | +30.56% | +25.00% | -25.00% | 0.00% | 41:20 | 32:23 | 33:36 | 39:59 | 41:49 | 58:15 | 08:13 | 06:05 |
 | Quelling Blade | 36 | 58.06% | 60.8 | 52.78% | +10.47% | +13.89% | -19.45% | 0.00% | -00:40 | -01:29 | -01:29 | -01:29 | -01:29 | 19:38 | 00:00 | 00:00 |
 | Ring of Protection | 52 | 83.87% | 58.8 | 48.08% | -1.92% | -17.31% | +5.77% | 0.00% | -00:55 | -01:29 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Magic Wand | 44 | 70.97% | 56.9 | 47.73% | -2.27% | +6.82% | +6.82% | 0.00% | 11:36 | -01:28 | 08:19 | 10:03 | 14:57 | 30:15 | 06:38 | 04:54 |
 | Aghanim's Shard | 13 | 20.97% | 54.9 | 61.54% | +16.64% | -28.21% | -28.21% | 0.00% | 33:54 | 19:52 | 22:56 | 30:44 | 42:23 | 55:25 | 19:27 | 14:24 |
 | Hood of Defiance | 25 | 40.32% | 52.9 | 48.00% | -0.65% | -14.67% | +2.00% | 2.38% | 16:37 | 09:00 | 11:43 | 16:07 | 18:44 | 34:09 | 07:01 | 05:11 |
 | Phase Boots | 23 | 37.10% | 51.0 | 47.83% | -0.89% | +2.17% | -14.50% | -2.51% | 12:08 | 05:46 | 09:10 | 11:37 | 15:49 | 22:46 | 06:39 | 04:55 |
 | Force Staff | 10 | 16.13% | 49.0 | 60.00% | +13.85% | +40.00% | -60.00% | -11.13% | 27:30 | 17:27 | 21:14 | 22:51 | 30:13 | 57:44 | 08:59 | 06:39 |
 | Fluffy Hat | 11 | 17.74% | 47.1 | 54.55% | +7.49% | +12.12% | -21.22% | -6.17% | 24:57 | 08:05 | 18:50 | 22:32 | 24:14 | 57:44 | 05:24 | 04:00 |
 | Black King Bar | 16 | 25.81% | 45.1 | 31.25% | -23.10% | +18.75% | -6.25% | -3.61% | 29:39 | 20:33 | 25:00 | 26:22 | 31:56 | 49:48 | 06:56 | 05:08 |
 | Wind Lace | 8 | 12.90% | 43.1 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 05:14 | -01:29 | -01:29 | 06:53 | 08:38 | 13:52 | 10:07 | 07:29 |
 | Boots of Travel | 4 | 6.45% | 41.2 | 50.00% | +1.72% | +50.00% | -50.00% | 0.00% | 45:25 | 33:10 | 33:10 | 46:51 | 48:00 | 53:40 | 14:50 | 10:59 |
 | Wraith Band | 1 | 1.61% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.61% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.61% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 8.06% | 33.3 | 40.00% | -9.12% | -40.00% | -40.00% | 0.00% | 38:15 | 33:42 | 33:42 | 36:54 | 40:18 | 44:30 | 06:36 | 04:53 |
 | Aether Lens | 2 | 3.23% | 31.4 | 50.00% | +1.67% | -50.00% | 0.00% | 0.00% | 38:44 | 37:23 | 37:23 | 40:05 | 40:05 | 40:05 | 02:42 | 02:00 |
 | Aghanim's Blessing | 2 | 3.23% | 29.4 | 50.00% | +1.67% | +50.00% | 0.00% | 0.00% | 55:33 | 43:52 | 43:52 | 1:07:13 | 1:07:13 | 1:07:13 | 23:21 | 17:17 |
 | Scythe of Vyse | 2 | 3.23% | 27.5 | 50.00% | +1.67% | +50.00% | 0.00% | 0.00% | 35:39 | 30:20 | 30:20 | 40:57 | 40:57 | 40:57 | 10:37 | 07:51 |
 | Bracer | 5 | 8.06% | 25.5 | 20.00% | -30.88% | +80.00% | -20.00% | 0.00% | 02:12 | -01:29 | -01:29 | 01:39 | 02:58 | 07:04 | 04:27 | 03:17 |
 | Octarine Core | 1 | 1.61% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.61% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.61% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Meteor Hammer | 4 | 6.45% | 17.6 | 0.00% | -51.72% | 0.00% | 0.00% | 0.00% | 08:10 | 06:54 | 06:54 | 07:22 | 07:58 | 10:24 | 01:04 | 00:47 |
 | Aeon Disk | 1 | 1.61% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 00:00 | 00:00 |
 | Kaya | 1 | 1.61% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 1:08:44 | 00:00 | 00:00 |
 | Crown | 4 | 6.45% | 11.8 | 0.00% | -51.72% | 0.00% | 0.00% | 0.00% | 05:28 | 03:27 | 03:27 | 04:09 | 05:49 | 08:25 | 02:22 | 01:45 |
 | Nullifier | 1 | 1.61% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.61% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.61% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.61% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.61% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |