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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 | |
 | Magic Stick | 34 | 97.14% | 100.0 | 58.82% | +58.82% | +7.85% | -33.82% | -4.86% | 05:21 | -01:29 | 00:23 | 05:37 | 08:57 | 16:59 | 08:34 | 06:20 |
 | Kaya and Sange | 30 | 85.71% | 97.8 | 60.00% | +20.00% | +15.00% | -31.43% | -6.93% | 19:58 | 13:32 | 16:04 | 18:31 | 22:46 | 38:16 | 06:42 | 04:57 |
 | Soul Ring | 35 | 100.00% | 95.7 | 57.14% | +57.14% | +9.53% | +9.53% | 0.00% | 07:54 | 04:22 | 06:23 | 08:02 | 08:46 | 12:46 | 02:23 | 01:45 |
 | Ring of Protection | 35 | 100.00% | 93.5 | 57.14% | +57.14% | -12.70% | +31.75% | 7.06% | 03:02 | -01:29 | -01:29 | -01:29 | 07:47 | 10:54 | 09:16 | 06:51 |
 | Boots of Speed | 35 | 100.00% | 91.3 | 57.14% | +57.14% | -1.58% | +9.53% | 4.27% | 04:27 | 01:25 | 02:37 | 04:05 | 05:13 | 14:15 | 02:36 | 01:55 |
 | Arcane Boots | 35 | 100.00% | 89.1 | 57.14% | +57.14% | -12.70% | -1.58% | 5.61% | 07:00 | 03:40 | 05:29 | 06:54 | 07:28 | 16:29 | 01:59 | 01:28 |
 | Magic Wand | 33 | 94.29% | 87.0 | 57.58% | +7.58% | +17.42% | -7.58% | -5.47% | 07:53 | -01:25 | 05:17 | 08:46 | 09:51 | 17:26 | 04:34 | 03:22 |
 | Kaya | 31 | 88.57% | 84.8 | 58.06% | +8.06% | +29.44% | -33.06% | -9.26% | 17:11 | 10:30 | 12:17 | 14:42 | 19:02 | 34:05 | 06:45 | 05:00 |
 | Sange | 33 | 94.29% | 82.6 | 54.55% | -45.45% | +20.45% | -17.05% | -6.16% | 19:08 | 13:10 | 15:28 | 17:39 | 21:33 | 38:09 | 06:05 | 04:30 |
 | Bracer | 14 | 40.00% | 80.4 | 64.29% | +11.91% | +10.71% | +2.38% | -6.49% | 02:46 | 00:46 | 01:48 | 02:11 | 03:05 | 09:43 | 01:17 | 00:57 |
 | Ring of Health | 25 | 71.43% | 78.3 | 56.00% | -4.00% | -6.00% | +27.33% | 3.62% | 10:59 | 02:47 | 03:26 | 09:22 | 12:38 | 36:04 | 09:12 | 06:48 |
 | Quelling Blade | 28 | 80.00% | 76.1 | 53.57% | -17.86% | -25.00% | +17.86% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Blink Dagger | 19 | 54.29% | 73.9 | 57.89% | +1.64% | +42.11% | -57.89% | -7.51% | 34:34 | 21:49 | 24:42 | 32:24 | 38:01 | 1:04:28 | 13:19 | 09:51 |
 | Aghanim's Scepter | 17 | 48.57% | 71.7 | 58.82% | +3.26% | +16.18% | -33.82% | -3.07% | 31:41 | 19:45 | 22:05 | 32:24 | 38:22 | 45:08 | 16:17 | 12:03 |
 | Scythe of Vyse | 11 | 31.43% | 69.6 | 63.64% | +9.47% | +36.36% | -30.31% | -7.48% | 41:12 | 32:22 | 34:25 | 40:44 | 43:20 | 54:36 | 08:55 | 06:36 |
 | Void Stone | 25 | 71.43% | 67.4 | 52.00% | -18.00% | +14.67% | -2.00% | -1.36% | 23:14 | 10:35 | 16:47 | 20:54 | 29:04 | 53:21 | 12:17 | 09:05 |
 | Black King Bar | 13 | 37.14% | 65.2 | 53.85% | -5.24% | +12.82% | -20.52% | -3.16% | 30:33 | 21:26 | 24:28 | 28:44 | 35:01 | 47:43 | 10:33 | 07:48 |
 | Hood of Defiance | 16 | 45.71% | 63.0 | 50.00% | -13.16% | 0.00% | 0.00% | 0.00% | 10:48 | 08:34 | 09:30 | 10:04 | 11:45 | 15:38 | 02:15 | 01:40 |
 | Lotus Orb | 16 | 45.71% | 60.9 | 50.00% | -13.16% | 0.00% | -25.00% | -5.47% | 22:03 | 15:04 | 19:14 | 21:12 | 23:48 | 31:35 | 04:34 | 03:22 |
 | Octarine Core | 4 | 11.43% | 58.7 | 75.00% | +20.16% | +25.00% | -75.00% | 0.00% | 41:53 | 29:38 | 29:38 | 37:44 | 40:42 | 59:29 | 11:04 | 08:11 |
 | Aether Lens | 4 | 11.43% | 56.5 | 75.00% | +20.16% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Boots of Travel | 2 | 5.71% | 54.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 38:42 | 33:18 | 33:18 | 44:06 | 44:06 | 44:06 | 10:48 | 08:00 |
 | Wind Lace | 5 | 14.29% | 52.2 | 60.00% | +3.33% | -60.00% | +40.00% | 0.00% | 10:41 | 01:22 | 01:22 | 12:35 | 12:51 | 14:43 | 11:29 | 08:30 |
 | Aghanim's Shard | 6 | 17.14% | 50.0 | 50.00% | -8.62% | +50.00% | -50.00% | -6.67% | 34:13 | 24:13 | 24:42 | 33:59 | 39:41 | 45:16 | 14:59 | 11:05 |
 | Linken's Sphere | 3 | 8.57% | 47.8 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 40:57 | 33:09 | 33:09 | 36:04 | 53:37 | 53:37 | 20:28 | 15:09 |
 | Eul's Scepter of Divinity | 3 | 8.57% | 45.7 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 15:39 | 13:17 | 13:17 | 15:11 | 18:30 | 18:30 | 05:13 | 03:51 |
 | Vanguard | 4 | 11.43% | 43.5 | 50.00% | -8.06% | -50.00% | -50.00% | 0.00% | 08:18 | 06:02 | 06:02 | 06:35 | 09:52 | 10:42 | 03:50 | 02:50 |
 | Bloodstone | 4 | 11.43% | 41.3 | 50.00% | -8.06% | +50.00% | -50.00% | 0.00% | 35:42 | 33:17 | 33:17 | 35:02 | 35:59 | 38:28 | 02:42 | 02:00 |
 | Boots of Travel 2 | 1 | 2.86% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:38 | 1:01:38 | 1:01:38 | 1:01:38 | 1:01:38 | 1:01:38 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.86% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.86% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 00:00 |
 | Skull Basher | 1 | 2.86% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.86% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.86% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Shiva's Guard | 6 | 17.14% | 26.1 | 33.33% | -28.74% | +66.67% | -33.33% | -41.67% | 31:28 | 26:04 | 28:35 | 29:51 | 30:59 | 42:24 | 02:24 | 01:46 |
 | Headdress | 6 | 17.14% | 23.9 | 33.33% | -28.74% | -33.33% | +66.67% | 33.15% | 14:15 | 10:50 | 11:48 | 12:53 | 14:49 | 21:05 | 03:01 | 02:14 |
 | Heart of Tarrasque | 2 | 5.71% | 21.7 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 33:21 | 30:39 | 30:39 | 36:03 | 36:03 | 36:03 | 05:24 | 04:00 |
 | Aghanim's Blessing | 2 | 5.71% | 19.6 | 50.00% | -7.58% | +50.00% | 0.00% | 0.00% | 59:03 | 51:49 | 51:49 | 1:06:16 | 1:06:16 | 1:06:16 | 14:27 | 10:42 |
 | Overwhelming Blink | 2 | 5.71% | 17.4 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 58:58 | 57:19 | 57:19 | 60:37 | 60:37 | 60:37 | 03:18 | 02:26 |
 | Chainmail | 5 | 14.29% | 15.2 | 20.00% | -43.33% | -20.00% | +80.00% | 0.00% | 13:00 | 10:58 | 10:58 | 12:53 | 14:07 | 14:49 | 03:09 | 02:20 |
 | Buckler | 5 | 14.29% | 13.0 | 20.00% | -43.33% | -20.00% | -20.00% | 0.00% | 16:59 | 14:28 | 14:28 | 16:40 | 18:42 | 19:18 | 04:14 | 03:08 |
 | Mekansm | 5 | 14.29% | 10.9 | 20.00% | -43.33% | -20.00% | -20.00% | 0.00% | 13:57 | 12:36 | 12:36 | 14:00 | 14:49 | 15:26 | 02:13 | 01:38 |
 | Guardian Greaves | 5 | 14.29% | 8.7 | 20.00% | -43.33% | -20.00% | +80.00% | 0.00% | 18:11 | 16:06 | 16:06 | 18:12 | 19:18 | 19:30 | 03:12 | 02:22 |
 | Heaven's Halberd | 4 | 11.43% | 6.5 | 0.00% | -64.52% | 0.00% | 0.00% | 0.00% | 23:18 | 18:52 | 18:52 | 23:11 | 23:41 | 27:27 | 04:49 | 03:34 |
 | Ethereal Blade | 1 | 2.86% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.86% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |