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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 | 31 | 59.62% | 100.0 | 77.42% | +48.85% | +10.08% | -2.42% | -1.30% | 31:07 | 16:40 | 26:30 | 31:34 | 36:09 | 46:43 | 09:39 | 07:08 |
 | Scythe of Vyse | 17 | 32.69% | 98.1 | 76.47% | +27.90% | +23.53% | -26.47% | -6.25% | 38:29 | 29:40 | 32:28 | 38:31 | 40:28 | 56:55 | 08:00 | 05:55 |
 | Bloodstone | 5 | 9.62% | 96.2 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 33:24 | 28:38 | 28:38 | 33:39 | 35:21 | 37:28 | 06:43 | 04:58 |
 | Void Stone | 31 | 59.62% | 94.2 | 64.52% | +16.90% | -27.02% | +10.48% | 2.53% | 27:02 | 04:57 | 17:52 | 28:41 | 32:42 | 56:55 | 14:50 | 10:59 |
 | Kaya and Sange | 47 | 90.38% | 92.3 | 59.57% | +19.57% | +23.76% | -1.24% | -4.60% | 19:29 | 14:03 | 15:59 | 17:25 | 21:25 | 37:07 | 05:26 | 04:01 |
 | Kaya | 49 | 94.23% | 90.4 | 59.18% | +25.85% | +7.49% | -25.85% | -6.87% | 16:08 | 11:20 | 12:28 | 14:02 | 17:19 | 36:41 | 04:51 | 03:35 |
 | Black King Bar | 34 | 65.38% | 88.5 | 61.76% | +11.76% | +38.24% | -24.26% | -7.68% | 26:44 | 20:02 | 22:15 | 25:01 | 30:23 | 39:24 | 08:08 | 06:01 |
 | Sange | 52 | 100.00% | 86.5 | 57.69% | +57.69% | +11.54% | -3.84% | -2.51% | 18:41 | 12:07 | 14:24 | 16:42 | 20:32 | 39:52 | 06:08 | 04:32 |
 | Arcane Boots | 52 | 100.00% | 84.6 | 57.69% | +57.69% | +11.54% | -19.23% | -9.82% | 07:29 | 04:21 | 05:54 | 06:46 | 09:02 | 12:51 | 03:08 | 02:19 |
 | Boots of Speed | 52 | 100.00% | 82.7 | 57.69% | +57.69% | +3.85% | -19.23% | -8.15% | 04:52 | 01:49 | 03:21 | 04:09 | 06:11 | 10:17 | 02:50 | 02:05 |
 | Soul Ring | 50 | 96.15% | 80.8 | 58.00% | +8.00% | -4.15% | -8.00% | -1.57% | 08:33 | 02:10 | 07:13 | 08:41 | 09:40 | 14:13 | 02:27 | 01:48 |
 | Ring of Protection | 50 | 96.15% | 78.8 | 58.00% | +8.00% | -4.15% | -16.33% | -1.95% | 04:42 | -01:29 | -01:29 | 06:47 | 07:44 | 13:42 | 09:13 | 06:49 |
 | Aghanim's Scepter | 27 | 51.92% | 76.9 | 62.96% | +10.96% | +8.47% | +8.47% | 0.00% | 28:41 | 20:18 | 23:36 | 27:52 | 32:04 | 50:24 | 08:28 | 06:16 |
 | Magic Stick | 51 | 98.08% | 75.0 | 56.86% | -43.14% | -3.01% | -3.01% | 0.00% | 04:09 | -01:29 | 01:45 | 02:51 | 06:56 | 12:09 | 05:11 | 03:50 |
 | Magic Wand | 49 | 94.23% | 73.1 | 57.14% | -9.53% | +26.19% | -23.81% | -11.72% | 08:35 | 02:33 | 06:44 | 08:29 | 11:00 | 13:43 | 04:16 | 03:09 |
 | Refresher Orb | 4 | 7.69% | 71.2 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 44:06 | 26:47 | 26:47 | 31:50 | 35:47 | 1:21:58 | 09:00 | 06:40 |
 | Bracer | 16 | 30.77% | 69.2 | 68.75% | +15.97% | +31.25% | -18.75% | -48.39% | 02:33 | 01:19 | 01:58 | 02:12 | 03:00 | 04:32 | 01:02 | 00:45 |
 | Quelling Blade | 46 | 88.46% | 67.3 | 56.52% | -10.15% | +1.81% | -1.97% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Aghanim's Shard | 9 | 17.31% | 65.4 | 77.78% | +24.29% | +22.22% | +22.22% | 0.00% | 28:31 | 17:56 | 23:26 | 27:16 | 32:51 | 39:21 | 09:25 | 06:58 |
 | Bottle | 13 | 25.00% | 63.5 | 69.23% | +15.38% | +30.77% | -35.90% | -66.67% | 02:47 | 01:03 | 01:21 | 01:38 | 01:50 | 17:33 | 00:29 | 00:21 |
 | Aeon Disk | 3 | 5.77% | 61.5 | 100.00% | +44.90% | 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 | 5.77% | 59.6 | 100.00% | +44.90% | 0.00% | 0.00% | 0.00% | 39:10 | 18:59 | 18:59 | 29:09 | 1:09:21 | 1:09:21 | 50:22 | 37:18 |
 | Overwhelming Blink | 5 | 9.62% | 57.7 | 80.00% | +24.68% | +20.00% | +20.00% | 0.00% | 48:25 | 36:10 | 36:10 | 48:05 | 50:10 | 59:46 | 14:00 | 10:22 |
 | Boots of Travel | 5 | 9.62% | 55.8 | 80.00% | +24.68% | +20.00% | +20.00% | 0.00% | 39:28 | 30:09 | 30:09 | 39:10 | 46:34 | 47:55 | 16:25 | 12:09 |
 | Ring of Health | 29 | 55.77% | 53.8 | 48.28% | -21.29% | +8.86% | +23.15% | 1.97% | 10:30 | 01:34 | 03:01 | 03:47 | 10:16 | 1:20:47 | 07:15 | 05:22 |
 | Lotus Orb | 8 | 15.38% | 51.9 | 62.50% | +5.68% | -12.50% | -62.50% | -12.05% | 21:49 | 16:31 | 18:45 | 20:04 | 22:54 | 32:18 | 04:09 | 03:04 |
 | Headdress | 6 | 11.54% | 50.0 | 66.67% | +10.15% | -16.67% | +33.33% | 11.63% | 16:18 | 09:37 | 10:04 | 12:19 | 14:22 | 38:17 | 04:18 | 03:11 |
 | Chainmail | 5 | 9.62% | 48.1 | 60.00% | +2.55% | +40.00% | +40.00% | 0.00% | 12:27 | 09:37 | 09:37 | 14:06 | 14:06 | 14:22 | 04:29 | 03:19 |
 | Mekansm | 5 | 9.62% | 46.2 | 60.00% | +2.55% | +40.00% | -60.00% | 0.00% | 13:32 | 10:02 | 10:02 | 14:30 | 15:20 | 15:43 | 05:18 | 03:55 |
 | Guardian Greaves | 5 | 9.62% | 44.2 | 60.00% | +2.55% | -60.00% | +40.00% | 0.00% | 18:18 | 15:14 | 15:14 | 19:31 | 20:19 | 20:29 | 05:05 | 03:45 |
 | Buckler | 5 | 9.62% | 42.3 | 60.00% | +2.55% | -60.00% | +40.00% | 0.00% | 15:26 | 13:16 | 13:16 | 15:54 | 16:39 | 17:06 | 03:23 | 02:30 |
 | Heaven's Halberd | 6 | 11.54% | 40.4 | 50.00% | -8.70% | +50.00% | -50.00% | -15.27% | 27:13 | 17:11 | 23:21 | 24:53 | 29:54 | 40:06 | 06:33 | 04:51 |
 | Eul's Scepter of Divinity | 6 | 11.54% | 38.5 | 50.00% | -8.70% | 0.00% | +50.00% | 3.50% | 24:00 | 15:33 | 15:41 | 20:22 | 29:59 | 38:50 | 14:18 | 10:35 |
 | Hood of Defiance | 11 | 21.15% | 36.5 | 36.36% | -27.05% | -3.03% | -3.03% | 0.00% | 10:15 | 04:52 | 09:03 | 10:35 | 10:49 | 16:38 | 01:46 | 01:18 |
 | Wind Lace | 7 | 13.46% | 34.6 | 42.86% | -17.14% | +7.14% | +57.14% | 11.49% | 20:38 | 07:50 | 15:20 | 17:49 | 19:41 | 38:20 | 04:21 | 03:13 |
 | Aghanim's Blessing | 1 | 1.92% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:57 | 1:03:57 | 1:03:57 | 1:03:57 | 1:03:57 | 1:03:57 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.92% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.92% | 28.8 | 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 |
 | Ethereal Blade | 1 | 1.92% | 26.9 | 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 |
 | Power Treads | 1 | 1.92% | 25.0 | 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 | 1.92% | 23.1 | 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 | 1 | 1.92% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 3.85% | 19.2 | 50.00% | -8.00% | -50.00% | 0.00% | 0.00% | 34:17 | 27:04 | 27:04 | 41:29 | 41:29 | 41:29 | 14:25 | 10:40 |
 | Vanguard | 4 | 7.69% | 17.3 | 25.00% | -35.42% | -25.00% | -25.00% | 0.00% | 09:21 | 06:31 | 06:31 | 06:58 | 10:45 | 13:09 | 04:14 | 03:08 |
 | Meteor Hammer | 3 | 5.77% | 15.4 | 0.00% | -61.22% | 0.00% | 0.00% | 0.00% | 07:47 | 07:13 | 07:13 | 07:50 | 08:19 | 08:19 | 01:06 | 00:48 |
 | Phase Boots | 1 | 1.92% | 13.5 | 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 |
 | Aether Lens | 1 | 1.92% | 11.5 | 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 |
 | Octarine Core | 1 | 1.92% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Crown | 3 | 5.77% | 7.7 | 0.00% | -61.22% | 0.00% | 0.00% | 0.00% | 05:48 | 05:07 | 05:07 | 05:44 | 06:33 | 06:33 | 01:26 | 01:03 |
 | Fluffy Hat | 2 | 3.85% | 5.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Force Staff | 2 | 3.85% | 3.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Shiva's Guard | 1 | 1.92% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |