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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 | |
 | Orb of Venom | 10 | 19.23% | 100.0 | 70.00% | +34.29% | -36.67% | +30.00% | 30.77% | 02:24 | 00:55 | 01:25 | 02:11 | 03:35 | 03:50 | 02:10 | 01:36 |
 | Aghanim's Scepter | 3 | 5.77% | 97.6 | 100.00% | +61.22% | 0.00% | 0.00% | 0.00% | 40:05 | 38:18 | 38:18 | 39:28 | 42:29 | 42:29 | 04:11 | 03:05 |
 | Kaya | 35 | 67.31% | 95.2 | 48.57% | +19.16% | +6.99% | -4.13% | -1.21% | 23:44 | 11:39 | 18:07 | 23:25 | 27:20 | 36:26 | 09:13 | 06:49 |
 | Hood of Defiance | 49 | 94.23% | 92.9 | 44.90% | +44.90% | -11.57% | -19.90% | -3.47% | 10:35 | 05:32 | 09:29 | 10:38 | 11:53 | 14:30 | 02:24 | 01:46 |
 | Kaya and Sange | 28 | 53.85% | 90.5 | 50.00% | +16.67% | +21.43% | -7.14% | -3.43% | 24:35 | 16:52 | 19:19 | 23:51 | 27:39 | 35:42 | 08:20 | 06:10 |
 | Sange | 47 | 90.38% | 88.1 | 44.68% | +24.68% | +21.99% | +5.32% | -2.39% | 19:28 | 12:45 | 15:33 | 18:47 | 22:32 | 32:49 | 06:59 | 05:10 |
 | Ring of Health | 50 | 96.15% | 85.7 | 44.00% | +44.00% | -20.92% | -10.67% | 3.58% | 09:46 | 03:02 | 08:53 | 10:11 | 11:45 | 14:30 | 02:52 | 02:07 |
 | Quelling Blade | 51 | 98.08% | 83.3 | 43.14% | +43.14% | -4.68% | +10.71% | 0.00% | -01:15 | -01:29 | -01:29 | -01:29 | -01:29 | 01:22 | 00:00 | 00:00 |
 | Arcane Boots | 51 | 98.08% | 81.0 | 43.14% | +43.14% | +10.71% | -20.06% | -11.68% | 07:56 | 03:33 | 06:44 | 07:27 | 09:22 | 14:44 | 02:38 | 01:57 |
 | Magic Stick | 51 | 98.08% | 78.6 | 43.14% | +43.14% | +10.71% | -12.37% | -3.63% | 04:05 | -01:29 | 01:12 | 02:51 | 07:33 | 09:58 | 06:21 | 04:42 |
 | Soul Ring | 52 | 100.00% | 76.2 | 42.31% | +42.31% | -19.23% | -11.54% | 1.85% | 05:20 | 01:53 | 03:00 | 04:38 | 07:10 | 12:05 | 04:10 | 03:05 |
 | Boots of Speed | 52 | 100.00% | 73.8 | 42.31% | +42.31% | +19.23% | -3.85% | -11.08% | 05:05 | 01:39 | 03:50 | 04:52 | 05:55 | 11:33 | 02:05 | 01:32 |
 | Ring of Protection | 52 | 100.00% | 71.4 | 42.31% | +42.31% | -11.54% | -3.85% | 3.88% | 01:20 | -01:29 | -01:29 | -01:28 | 03:28 | 10:06 | 04:57 | 03:40 |
 | Void Stone | 39 | 75.00% | 69.0 | 43.59% | +5.13% | -13.59% | -3.59% | 1.38% | 20:36 | 12:07 | 16:37 | 19:09 | 23:52 | 35:23 | 07:15 | 05:22 |
 | Magic Wand | 45 | 86.54% | 66.7 | 42.22% | -0.64% | +3.23% | -14.95% | -3.65% | 08:53 | 01:31 | 05:57 | 08:14 | 10:56 | 25:17 | 04:59 | 03:41 |
 | Lotus Orb | 31 | 59.62% | 64.3 | 45.16% | +7.06% | -32.66% | +4.84% | 4.49% | 23:26 | 14:11 | 19:00 | 23:16 | 27:21 | 33:09 | 08:21 | 06:11 |
 | Bloodstone | 6 | 11.54% | 61.9 | 66.67% | +27.54% | -16.67% | -66.67% | 0.00% | 26:12 | 17:27 | 19:26 | 27:03 | 32:09 | 32:42 | 12:43 | 09:25 |
 | Aghanim's Shard | 20 | 38.46% | 59.5 | 45.00% | +4.37% | -5.00% | -5.00% | 0.00% | 28:43 | 20:04 | 24:48 | 27:10 | 31:20 | 37:13 | 06:32 | 04:50 |
 | Bracer | 12 | 23.08% | 57.1 | 50.00% | +10.00% | +16.67% | +16.67% | 0.00% | 01:24 | -01:29 | -01:29 | 00:48 | 04:10 | 05:13 | 05:39 | 04:11 |
 | Headdress | 4 | 7.69% | 54.8 | 75.00% | +35.42% | -75.00% | +25.00% | 0.00% | 18:40 | 13:18 | 13:18 | 14:21 | 17:14 | 29:46 | 03:56 | 02:54 |
 | Eternal Shroud | 4 | 7.69% | 52.4 | 75.00% | +35.42% | -75.00% | +25.00% | 0.00% | 26:28 | 21:42 | 21:42 | 26:13 | 28:38 | 29:19 | 06:56 | 05:08 |
 | Heart of Tarrasque | 2 | 3.85% | 50.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:26 | 26:28 | 26:28 | 40:24 | 40:24 | 40:24 | 13:56 | 10:19 |
 | Chainmail | 2 | 3.85% | 47.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 23:24 | 17:01 | 17:01 | 29:46 | 29:46 | 29:46 | 12:45 | 09:26 |
 | Shiva's Guard | 7 | 13.46% | 45.2 | 57.14% | +17.14% | +42.86% | -7.14% | 0.00% | 37:21 | 24:57 | 33:19 | 33:52 | 36:58 | 53:36 | 03:39 | 02:42 |
 | Wind Lace | 11 | 21.15% | 42.9 | 45.45% | +3.99% | -12.12% | +21.22% | 10.47% | 14:18 | 08:07 | 12:22 | 14:32 | 15:33 | 19:52 | 03:11 | 02:21 |
 | Eul's Scepter of Divinity | 10 | 19.23% | 40.5 | 40.00% | -2.86% | +26.67% | +10.00% | -8.00% | 18:49 | 16:19 | 17:24 | 18:36 | 19:29 | 22:40 | 02:05 | 01:32 |
 | Heaven's Halberd | 15 | 28.85% | 38.1 | 33.33% | -12.62% | +16.67% | -8.33% | -5.62% | 21:02 | 15:51 | 17:58 | 20:48 | 22:25 | 29:28 | 04:27 | 03:17 |
 | Pipe of Insight | 3 | 5.77% | 35.7 | 66.67% | +25.85% | +33.33% | 0.00% | 0.00% | 17:01 | 15:16 | 15:16 | 17:36 | 18:12 | 18:12 | 02:56 | 02:10 |
 | Scythe of Vyse | 7 | 13.46% | 33.3 | 42.86% | +0.64% | +7.14% | +7.14% | 0.00% | 36:16 | 32:24 | 33:47 | 35:04 | 35:23 | 42:37 | 01:36 | 01:11 |
 | Blade Mail | 1 | 1.92% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.92% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.92% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.92% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 00:00 | 00:00 |
 | Wind Waker | 2 | 3.85% | 21.4 | 50.00% | +8.00% | -50.00% | 0.00% | 0.00% | 41:52 | 40:48 | 40:48 | 42:56 | 42:56 | 42:56 | 02:08 | 01:34 |
 | Blink Dagger | 2 | 3.85% | 19.0 | 50.00% | +8.00% | -50.00% | 0.00% | 0.00% | 40:09 | 31:20 | 31:20 | 48:57 | 48:57 | 48:57 | 17:37 | 13:02 |
 | Black King Bar | 14 | 26.92% | 16.7 | 7.14% | -48.12% | +17.86% | -7.14% | -1.59% | 32:55 | 17:16 | 26:56 | 31:30 | 42:37 | 43:49 | 15:41 | 11:37 |
 | Crown | 2 | 3.85% | 14.3 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 12:00 | 11:19 | 11:19 | 12:40 | 12:40 | 12:40 | 01:21 | 01:00 |
 | Null Talisman | 1 | 1.92% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:09 | 03:09 | 03:09 | 03:09 | 03:09 | 03:09 | 00:00 | 00:00 |
 | Bottle | 2 | 3.85% | 9.5 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 01:24 | 01:20 | 01:20 | 01:27 | 01:27 | 01:27 | 00:07 | 00:05 |
 | Ghost Scepter | 1 | 1.92% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 3.85% | 4.8 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 19:30 | 17:01 | 17:01 | 21:58 | 21:58 | 21:58 | 04:57 | 03:40 |
 | Aeon Disk | 3 | 5.77% | 2.4 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 43:40 | 41:01 | 41:01 | 43:33 | 46:26 | 46:26 | 05:25 | 04:00 |