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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 | |
 | Blink Dagger | 34 | 50.00% | 100.0 | 73.53% | +44.12% | +4.25% | +1.47% | -0.29% | 30:44 | 16:40 | 26:30 | 29:38 | 36:09 | 46:43 | 09:39 | 07:08 |
 | Scythe of Vyse | 20 | 29.41% | 98.3 | 70.00% | +26.25% | +10.00% | -30.00% | -3.15% | 40:26 | 29:40 | 32:42 | 39:42 | 45:25 | 59:17 | 12:43 | 09:25 |
 | Kaya and Sange | 56 | 82.35% | 96.6 | 55.36% | +22.03% | +16.07% | +8.93% | -1.16% | 19:44 | 12:26 | 15:58 | 17:27 | 22:07 | 37:07 | 06:09 | 04:33 |
 | Quelling Blade | 52 | 76.47% | 94.8 | 55.77% | +18.27% | -17.31% | +5.77% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bracer | 18 | 26.47% | 93.1 | 66.67% | +20.67% | +33.33% | -41.67% | -65.22% | 02:45 | 01:19 | 02:00 | 02:16 | 03:09 | 05:45 | 01:09 | 00:51 |
 | Void Stone | 42 | 61.76% | 91.4 | 57.14% | +14.83% | -11.69% | +12.86% | 1.50% | 26:38 | 04:57 | 17:52 | 23:32 | 34:14 | 56:55 | 16:22 | 12:07 |
 | Kaya | 59 | 86.76% | 89.7 | 54.24% | +20.91% | +12.43% | -14.24% | -5.86% | 16:02 | 10:15 | 12:30 | 14:02 | 17:03 | 36:41 | 04:33 | 03:22 |
 | Refresher Orb | 4 | 5.88% | 87.9 | 100.00% | +51.56% | 0.00% | 0.00% | 0.00% | 44:06 | 26:47 | 26:47 | 31:50 | 35:47 | 1:21:58 | 09:00 | 06:40 |
 | Bloodstone | 9 | 13.24% | 86.2 | 77.78% | +30.32% | +22.22% | -77.78% | -7.98% | 33:06 | 19:26 | 24:56 | 33:39 | 37:28 | 46:44 | 12:32 | 09:17 |
 | Ring of Protection | 64 | 94.12% | 84.5 | 53.13% | +28.13% | +9.37% | -21.88% | -4.34% | 05:39 | -01:29 | -01:28 | 06:58 | 08:40 | 13:42 | 10:08 | 07:30 |
 | Sange | 64 | 94.12% | 82.8 | 53.13% | +28.13% | +15.62% | +9.37% | -0.77% | 19:25 | 12:07 | 15:04 | 17:10 | 23:13 | 39:52 | 08:09 | 06:02 |
 | Soul Ring | 62 | 91.18% | 81.0 | 53.23% | +19.90% | +3.02% | -19.90% | -8.87% | 08:49 | 02:10 | 07:23 | 08:44 | 09:58 | 14:13 | 02:35 | 01:54 |
 | Black King Bar | 37 | 54.41% | 79.3 | 56.76% | +11.60% | +43.24% | -34.54% | -8.64% | 27:16 | 20:02 | 22:15 | 25:05 | 31:15 | 42:04 | 09:00 | 06:40 |
 | Arcane Boots | 68 | 100.00% | 77.6 | 51.47% | +51.47% | +7.35% | -16.18% | -7.20% | 07:35 | 03:32 | 05:54 | 06:49 | 09:10 | 12:51 | 03:16 | 02:25 |
 | Boots of Speed | 68 | 100.00% | 75.9 | 51.47% | +51.47% | +1.47% | -16.18% | -5.63% | 05:01 | 01:49 | 03:26 | 04:16 | 06:34 | 10:28 | 03:08 | 02:19 |
 | Magic Stick | 62 | 91.18% | 74.1 | 51.61% | +1.61% | -1.61% | +1.72% | 0.61% | 03:54 | -01:29 | 01:26 | 02:33 | 06:56 | 13:29 | 05:30 | 04:04 |
 | Magic Wand | 65 | 95.59% | 72.4 | 50.77% | -15.90% | +5.48% | -19.52% | -4.59% | 07:54 | -01:29 | 05:14 | 08:28 | 10:41 | 14:50 | 05:27 | 04:02 |
 | Aghanim's Scepter | 34 | 50.00% | 70.7 | 55.88% | +8.82% | +21.90% | +6.62% | -1.83% | 28:28 | 19:18 | 23:42 | 27:49 | 32:04 | 50:24 | 08:22 | 06:11 |
 | Overwhelming Blink | 6 | 8.82% | 69.0 | 83.33% | +34.94% | +16.67% | +16.67% | 0.00% | 47:21 | 36:10 | 42:00 | 47:55 | 50:10 | 59:46 | 08:10 | 06:02 |
 | Aghanim's Shard | 14 | 20.59% | 67.2 | 64.29% | +16.14% | +10.71% | +2.38% | -0.95% | 32:27 | 17:56 | 26:18 | 28:22 | 35:06 | 1:06:44 | 08:48 | 06:31 |
 | Bottle | 17 | 25.00% | 65.5 | 58.82% | +9.80% | +16.18% | -8.82% | -25.00% | 02:29 | 01:03 | 01:21 | 01:35 | 01:49 | 17:33 | 00:28 | 00:20 |
 | Aeon Disk | 3 | 4.41% | 63.8 | 100.00% | +50.77% | 0.00% | 0.00% | 0.00% | 49:21 | 44:26 | 44:26 | 45:46 | 57:52 | 57:52 | 13:26 | 09:57 |
 | Ghost Scepter | 3 | 4.41% | 62.1 | 100.00% | +50.77% | 0.00% | 0.00% | 0.00% | 39:10 | 18:59 | 18:59 | 29:09 | 1:09:21 | 1:09:21 | 50:22 | 37:18 |
 | Ring of Health | 43 | 63.24% | 60.3 | 41.86% | -26.14% | -5.50% | +3.59% | 1.24% | 11:18 | 01:34 | 02:57 | 03:47 | 10:16 | 1:20:47 | 07:19 | 05:25 |
 | Boots of Travel | 10 | 14.71% | 58.6 | 60.00% | +10.00% | +6.67% | +40.00% | 2.76% | 38:16 | 30:09 | 33:33 | 36:03 | 45:38 | 47:55 | 12:05 | 08:57 |
 | Lotus Orb | 16 | 23.53% | 56.9 | 43.75% | -10.10% | +31.25% | -18.75% | -7.85% | 24:06 | 16:31 | 18:53 | 22:25 | 25:15 | 41:15 | 06:22 | 04:42 |
 | Eternal Shroud | 2 | 2.94% | 55.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:06 | 12:09 | 12:09 | 14:03 | 14:03 | 14:03 | 01:54 | 01:24 |
 | Orb of Venom | 2 | 2.94% | 53.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:28 | 01:28 | 02:30 | 02:30 | 02:30 | 01:02 | 00:45 |
 | Guardian Greaves | 8 | 11.76% | 51.7 | 50.00% | -1.67% | 0.00% | -50.00% | 0.00% | 18:24 | 13:12 | 15:14 | 19:31 | 20:29 | 21:36 | 05:15 | 03:53 |
 | Buckler | 8 | 11.76% | 50.0 | 50.00% | -1.67% | 0.00% | -50.00% | 0.00% | 15:55 | 11:29 | 13:16 | 15:54 | 17:06 | 20:02 | 03:50 | 02:50 |
 | Mekansm | 8 | 11.76% | 48.3 | 50.00% | -1.67% | +50.00% | -50.00% | 0.00% | 14:03 | 10:02 | 11:00 | 14:30 | 15:43 | 17:54 | 04:43 | 03:29 |
 | Chainmail | 8 | 11.76% | 46.6 | 50.00% | -1.67% | +50.00% | -50.00% | 0.00% | 12:57 | 09:03 | 09:37 | 14:06 | 14:22 | 16:39 | 04:45 | 03:31 |
 | Headdress | 12 | 17.65% | 44.8 | 41.67% | -11.90% | +25.00% | -8.34% | -5.06% | 15:20 | 07:25 | 10:04 | 13:26 | 16:39 | 38:17 | 06:35 | 04:52 |
 | Heaven's Halberd | 9 | 13.24% | 43.1 | 44.44% | -8.10% | +55.56% | -44.44% | -15.27% | 28:17 | 17:11 | 23:21 | 27:53 | 29:54 | 40:06 | 06:33 | 04:51 |
 | Eul's Scepter of Divinity | 9 | 13.24% | 41.4 | 44.44% | -8.10% | +5.56% | +5.56% | 0.00% | 25:51 | 15:33 | 15:41 | 20:22 | 29:59 | 52:24 | 14:18 | 10:35 |
 | Wind Lace | 10 | 14.71% | 39.7 | 40.00% | -13.45% | +26.67% | +10.00% | -1.18% | 22:58 | 07:50 | 15:20 | 17:40 | 29:30 | 52:24 | 14:10 | 10:29 |
 | Hood of Defiance | 11 | 16.18% | 37.9 | 36.36% | -18.03% | -3.03% | -3.03% | 0.00% | 10:15 | 04:52 | 09:03 | 10:35 | 10:49 | 16:38 | 01:46 | 01:18 |
 | Ethereal Blade | 1 | 1.47% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.47% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:23:36 | 1:23:36 | 1:23:36 | 1:23:36 | 1:23:36 | 1:23:36 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.47% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.47% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Pipe of Insight | 5 | 7.35% | 29.3 | 40.00% | -12.38% | -40.00% | +60.00% | 0.00% | 23:21 | 18:26 | 18:26 | 19:11 | 21:59 | 38:23 | 03:33 | 02:37 |
 | Aghanim's Blessing | 2 | 2.94% | 27.6 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 1:01:41 | 59:24 | 59:24 | 1:03:57 | 1:03:57 | 1:03:57 | 04:33 | 03:22 |
 | Linken's Sphere | 2 | 2.94% | 25.9 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 34:17 | 27:04 | 27:04 | 41:29 | 41:29 | 41:29 | 14:25 | 10:40 |
 | Vanguard | 10 | 14.71% | 24.1 | 20.00% | -36.90% | -20.00% | -20.00% | 0.00% | 07:50 | 05:39 | 06:08 | 06:31 | 09:41 | 13:09 | 03:33 | 02:37 |
 | Shiva's Guard | 3 | 4.41% | 22.4 | 33.33% | -18.98% | +66.67% | 0.00% | 0.00% | 35:03 | 32:06 | 32:06 | 36:01 | 37:02 | 37:02 | 04:56 | 03:39 |
 | Meteor Hammer | 4 | 5.88% | 20.7 | 25.00% | -28.13% | -25.00% | +75.00% | 0.00% | 13:54 | 07:13 | 07:13 | 07:50 | 08:19 | 32:14 | 01:06 | 00:48 |
 | Crown | 4 | 5.88% | 19.0 | 25.00% | -28.13% | -25.00% | +75.00% | 0.00% | 12:16 | 05:07 | 05:07 | 05:44 | 06:33 | 31:39 | 01:26 | 01:03 |
 | Crimson Guard | 1 | 1.47% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 00:00 | 00:00 |
 | Octarine Core | 2 | 2.94% | 15.5 | 0.00% | -53.03% | 0.00% | 0.00% | 0.00% | 57:54 | 43:38 | 43:38 | 1:12:09 | 1:12:09 | 1:12:09 | 28:31 | 21:07 |
 | Moon Shard | 1 | 1.47% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.47% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 4.41% | 10.3 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 30:31 | 06:38 | 06:38 | 33:04 | 51:52 | 51:52 | 45:14 | 33:30 |
 | Force Staff | 2 | 2.94% | 8.6 | 0.00% | -53.03% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Phase Boots | 1 | 1.47% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.47% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:24 | 52:24 | 52:24 | 52:24 | 52:24 | 52:24 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.47% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |
 | Pavise | 1 | 1.47% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 00:00 | 00:00 |