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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 | |
 | Refresher Orb | 4 | 19.05% | 100.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 46:26 | 36:52 | 36:52 | 41:19 | 48:57 | 58:36 | 12:05 | 08:57 |
 | Aether Lens | 10 | 47.62% | 97.9 | 80.00% | +52.73% | +20.00% | -30.00% | -11.90% | 26:59 | 11:04 | 24:52 | 25:25 | 29:04 | 42:38 | 04:12 | 03:06 |
 | Octarine Core | 9 | 42.86% | 95.7 | 77.78% | +44.45% | +22.22% | -27.78% | -9.68% | 28:29 | 19:17 | 25:39 | 28:26 | 30:49 | 37:05 | 05:10 | 03:49 |
 | Void Stone | 13 | 61.90% | 93.6 | 69.23% | +44.23% | -35.90% | -2.56% | 1.61% | 22:02 | 05:28 | 07:04 | 24:59 | 27:45 | 41:29 | 20:41 | 15:19 |
 | Aghanim's Shard | 15 | 71.43% | 91.5 | 66.67% | +50.00% | +8.33% | +33.33% | 3.86% | 27:10 | 21:35 | 22:42 | 23:37 | 29:11 | 40:12 | 06:29 | 04:48 |
 | Magic Stick | 16 | 76.19% | 89.4 | 62.50% | +42.50% | +12.50% | -12.50% | -25.00% | 00:41 | -01:30 | -01:29 | -01:29 | 01:32 | 10:58 | 03:01 | 02:14 |
 | Arcane Boots | 12 | 57.14% | 87.2 | 66.67% | +33.34% | +33.33% | -33.34% | -8.08% | 10:07 | 04:50 | 05:19 | 06:22 | 13:34 | 23:06 | 08:15 | 06:06 |
 | Overwhelming Blink | 3 | 14.29% | 85.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 36:15 | 34:31 | 34:31 | 35:25 | 38:48 | 38:48 | 04:17 | 03:10 |
 | Blink Dagger | 19 | 90.48% | 83.0 | 57.89% | +57.89% | +2.11% | +2.11% | 0.00% | 19:32 | 12:32 | 17:11 | 19:50 | 21:01 | 27:13 | 03:50 | 02:50 |
 | Black King Bar | 19 | 90.48% | 80.9 | 57.89% | +57.89% | +2.11% | +22.11% | 3.24% | 20:28 | 14:32 | 16:16 | 19:25 | 22:26 | 32:24 | 06:10 | 04:34 |
 | Boots of Travel | 5 | 23.81% | 78.7 | 80.00% | +36.25% | -80.00% | +20.00% | 5.11% | 32:53 | 18:44 | 18:44 | 38:00 | 38:18 | 39:57 | 19:34 | 14:29 |
 | Aghanim's Scepter | 7 | 33.33% | 76.6 | 71.43% | +28.57% | -21.43% | -21.43% | 0.00% | 39:01 | 26:16 | 30:31 | 33:10 | 38:00 | 1:07:23 | 07:29 | 05:32 |
 | Boots of Speed | 21 | 100.00% | 74.5 | 52.38% | +52.38% | +27.62% | -32.38% | -12.08% | 03:55 | -01:28 | 01:46 | 03:01 | 06:44 | 08:31 | 04:58 | 03:40 |
 | Wraith Band | 10 | 47.62% | 72.3 | 60.00% | +14.55% | +6.67% | -10.00% | -16.67% | 03:55 | 00:49 | 01:49 | 02:00 | 02:37 | 21:17 | 00:48 | 00:35 |
 | Hand of Midas | 18 | 85.71% | 70.2 | 50.00% | -16.67% | +30.00% | -50.00% | -30.77% | 10:59 | 07:52 | 09:44 | 10:37 | 12:20 | 16:24 | 02:36 | 01:55 |
 | Magic Wand | 13 | 61.90% | 68.1 | 53.85% | +3.85% | +12.82% | -20.52% | -3.70% | 10:03 | -01:29 | 02:52 | 09:37 | 11:52 | 24:27 | 09:00 | 06:40 |
 | Wind Lace | 9 | 42.86% | 66.0 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 09:16 | 02:30 | 03:45 | 08:35 | 12:16 | 20:05 | 08:31 | 06:18 |
 | Aghanim's Blessing | 2 | 9.52% | 63.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 60:55 | 54:26 | 54:26 | 1:07:23 | 1:07:23 | 1:07:23 | 12:57 | 09:35 |
 | Chainmail | 7 | 33.33% | 61.7 | 57.14% | +7.14% | -7.14% | +42.86% | 10.10% | 13:48 | 04:22 | 04:42 | 07:27 | 09:39 | 54:30 | 04:57 | 03:40 |
 | Ring of Health | 11 | 52.38% | 59.6 | 45.45% | -14.55% | -12.12% | +54.55% | 5.40% | 16:53 | 02:28 | 03:01 | 03:12 | 15:22 | 58:35 | 12:21 | 09:08 |
 | Shiva's Guard | 8 | 38.10% | 57.4 | 50.00% | -3.85% | -50.00% | 0.00% | 5.75% | 31:57 | 21:40 | 28:10 | 31:52 | 36:52 | 37:31 | 08:42 | 06:26 |
 | Quelling Blade | 14 | 66.67% | 55.3 | 35.71% | -50.00% | +14.29% | -2.38% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Guardian Greaves | 3 | 14.29% | 53.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 16:51 | 12:56 | 12:56 | 17:09 | 20:29 | 20:29 | 07:33 | 05:35 |
 | Tranquil Boots | 3 | 14.29% | 51.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 15:05 | 05:40 | 05:40 | 09:30 | 30:04 | 30:04 | 24:24 | 18:04 |
 | Drum of Endurance | 3 | 14.29% | 48.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 15:36 | 12:39 | 12:39 | 13:56 | 20:12 | 20:12 | 07:33 | 05:35 |
 | Boots of Bearing | 3 | 14.29% | 46.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 23:30 | 16:51 | 16:51 | 23:35 | 30:04 | 30:04 | 13:13 | 09:47 |
 | Headdress | 3 | 14.29% | 44.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 08:21 | 06:19 | 06:19 | 06:54 | 11:51 | 11:51 | 05:32 | 04:05 |
 | Mekansm | 3 | 14.29% | 42.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 11:02 | 09:15 | 09:15 | 11:03 | 12:48 | 12:48 | 03:33 | 02:37 |
 | Buckler | 3 | 14.29% | 40.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 13:44 | 09:31 | 09:31 | 14:33 | 17:08 | 17:08 | 07:37 | 05:38 |
 | Blade Mail | 1 | 4.76% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.76% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.76% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.76% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.76% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 4.76% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.76% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 4.76% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 23.81% | 21.3 | 40.00% | -16.25% | -40.00% | -40.00% | 0.00% | 07:39 | -01:29 | -01:29 | 09:31 | 14:33 | 17:08 | 16:02 | 11:52 |
 | Meteor Hammer | 3 | 14.29% | 19.1 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 08:27 | 07:07 | 07:07 | 08:04 | 10:11 | 10:11 | 03:04 | 02:16 |
 | Crown | 3 | 14.29% | 17.0 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 07:30 | 05:23 | 05:23 | 07:22 | 09:44 | 09:44 | 04:21 | 03:13 |
 | Phase Boots | 3 | 14.29% | 14.9 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 13:05 | 06:38 | 06:38 | 11:11 | 21:25 | 21:25 | 14:47 | 10:57 |
 | Crimson Guard | 1 | 4.76% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.76% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Vanguard | 4 | 19.05% | 8.5 | 0.00% | -64.71% | 0.00% | 0.00% | 0.00% | 06:42 | 06:05 | 06:05 | 06:44 | 06:46 | 07:13 | 00:41 | 00:30 |
 | Bracer | 1 | 4.76% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.76% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Sange | 1 | 4.76% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |