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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 | |
 | Aghanim's Scepter | 102 | 42.32% | 100.0 | 62.75% | +13.83% | +6.48% | -6.75% | -1.87% | 31:47 | 20:30 | 27:41 | 31:51 | 34:46 | 57:33 | 07:05 | 05:14 |
 | Crystalys | 16 | 6.64% | 98.5 | 81.25% | +28.36% | +18.75% | -6.25% | 0.00% | 36:13 | 21:32 | 28:55 | 33:51 | 41:56 | 60:36 | 13:01 | 09:38 |
 | Void Stone | 103 | 42.74% | 96.9 | 62.14% | +12.86% | +7.09% | -0.60% | -0.87% | 25:11 | 08:57 | 20:42 | 24:15 | 29:35 | 49:29 | 08:53 | 06:34 |
 | Kaya and Sange | 36 | 14.94% | 95.4 | 69.44% | +17.24% | +8.34% | +8.34% | 0.00% | 26:13 | 13:07 | 23:52 | 25:44 | 27:46 | 39:13 | 03:54 | 02:53 |
 | Black King Bar | 28 | 11.62% | 93.8 | 71.43% | +18.85% | +14.28% | -14.29% | -5.18% | 26:55 | 20:52 | 23:19 | 25:21 | 28:50 | 36:24 | 05:31 | 04:05 |
 | Sange | 40 | 16.60% | 92.3 | 67.50% | +15.26% | +2.50% | -7.50% | -1.69% | 24:24 | 12:51 | 21:04 | 24:56 | 26:59 | 36:24 | 05:55 | 04:22 |
 | Ring of Health | 72 | 29.88% | 90.8 | 62.50% | +11.02% | +4.17% | -1.39% | -0.57% | 28:54 | 15:01 | 23:37 | 26:59 | 33:18 | 57:26 | 09:41 | 07:10 |
 | Octarine Core | 15 | 6.22% | 89.2 | 80.00% | +26.90% | +20.00% | -55.00% | 0.00% | 42:14 | 29:41 | 37:58 | 40:34 | 43:31 | 1:01:15 | 05:33 | 04:06 |
 | Witch Blade | 184 | 76.35% | 87.7 | 57.07% | +9.70% | +8.15% | -0.55% | -3.50% | 13:27 | 08:31 | 11:50 | 12:43 | 14:19 | 25:39 | 02:29 | 01:50 |
 | Chainmail | 185 | 76.76% | 86.2 | 56.76% | +8.55% | +1.94% | -2.41% | -1.91% | 12:01 | 04:04 | 10:29 | 11:28 | 12:46 | 25:38 | 02:17 | 01:41 |
 | Blink Dagger | 235 | 97.51% | 84.6 | 55.32% | +21.99% | +7.39% | +4.00% | -0.78% | 18:17 | 09:38 | 15:47 | 17:37 | 20:08 | 44:13 | 04:21 | 03:13 |
 | Boots of Speed | 241 | 100.00% | 83.1 | 54.77% | +54.77% | -4.77% | +5.23% | 5.61% | 05:46 | -01:29 | 04:51 | 05:48 | 06:38 | 11:25 | 01:47 | 01:19 |
 | Aether Lens | 17 | 7.05% | 81.5 | 76.47% | +23.34% | -1.47% | -26.47% | -3.85% | 38:40 | 23:52 | 33:39 | 37:57 | 40:09 | 1:01:15 | 06:30 | 04:48 |
 | Refresher Orb | 6 | 2.49% | 80.0 | 100.00% | +46.38% | 0.00% | 0.00% | 0.00% | 46:49 | 31:14 | 40:41 | 49:30 | 51:54 | 57:38 | 11:13 | 08:18 |
 | Null Talisman | 230 | 95.44% | 78.5 | 54.35% | -9.29% | +11.17% | +0.04% | -11.13% | 03:38 | -00:21 | 03:09 | 03:35 | 04:06 | 07:20 | 00:57 | 00:42 |
 | Linken's Sphere | 62 | 25.73% | 76.9 | 61.29% | +8.78% | +19.96% | -7.96% | -3.94% | 28:47 | 20:54 | 25:01 | 26:59 | 32:06 | 43:46 | 07:05 | 05:14 |
 | Magic Stick | 172 | 71.37% | 75.4 | 55.23% | +1.61% | +16.86% | -11.04% | -8.09% | 05:03 | -01:29 | 03:08 | 04:42 | 06:35 | 18:42 | 03:27 | 02:33 |
 | Kaya | 42 | 17.43% | 73.8 | 64.29% | +11.53% | -9.74% | +5.71% | 3.06% | 24:57 | 10:42 | 21:37 | 24:22 | 26:40 | 38:47 | 05:03 | 03:44 |
 | Bottle | 222 | 92.12% | 72.3 | 54.05% | -9.11% | +4.88% | -8.60% | -13.48% | 01:54 | 00:40 | 01:30 | 01:45 | 02:03 | 09:32 | 00:33 | 00:24 |
 | Power Treads | 76 | 31.54% | 70.8 | 59.21% | +6.48% | +9.21% | +3.95% | -0.85% | 11:23 | 05:18 | 08:21 | 09:29 | 14:34 | 30:29 | 06:13 | 04:36 |
 | Magic Wand | 163 | 67.63% | 69.2 | 53.99% | -2.42% | +2.11% | -7.65% | -3.55% | 06:51 | -01:29 | 04:56 | 06:22 | 07:41 | 18:42 | 02:45 | 02:02 |
 | Dagon (level 4) | 24 | 9.96% | 67.7 | 66.67% | +13.21% | +33.33% | -33.34% | -8.03% | 37:12 | 29:13 | 32:00 | 35:06 | 40:18 | 56:40 | 08:18 | 06:08 |
 | Wind Lace | 38 | 15.77% | 66.2 | 60.53% | +6.84% | +19.47% | -4.97% | -2.99% | 17:59 | 07:22 | 13:49 | 18:37 | 21:59 | 38:21 | 08:10 | 06:02 |
 | Dagon (level 3) | 33 | 13.69% | 64.6 | 60.61% | +6.76% | +14.39% | -10.61% | -3.19% | 35:37 | 27:18 | 29:33 | 32:55 | 37:23 | 56:27 | 07:50 | 05:48 |
 | Dagon (level 2) | 42 | 17.43% | 63.1 | 57.14% | +2.87% | +6.50% | -7.14% | -1.69% | 33:51 | 22:15 | 27:59 | 31:09 | 36:02 | 1:03:01 | 08:03 | 05:57 |
 | Aghanim's Shard | 16 | 6.64% | 61.5 | 68.75% | +14.97% | +6.25% | -18.75% | 0.00% | 42:54 | 28:15 | 36:51 | 41:29 | 46:55 | 1:01:15 | 10:04 | 07:27 |
 | Dagon (level 5) | 20 | 8.30% | 60.0 | 65.00% | +11.15% | +35.00% | -45.00% | -10.76% | 38:18 | 30:15 | 32:52 | 36:37 | 40:18 | 58:12 | 07:26 | 05:30 |
 | Eul's Scepter of Divinity | 35 | 14.52% | 58.5 | 57.14% | +2.77% | +9.53% | -12.70% | -4.17% | 20:53 | 11:12 | 18:12 | 20:42 | 23:32 | 38:55 | 05:20 | 03:57 |
 | Crown | 60 | 24.90% | 56.9 | 51.67% | -4.13% | -5.00% | -11.67% | -0.38% | 26:02 | 04:23 | 15:02 | 25:53 | 32:40 | 1:03:01 | 17:38 | 13:03 |
 | Dagon | 50 | 20.75% | 55.4 | 52.00% | -3.50% | +1.85% | -2.00% | -0.45% | 31:33 | 17:55 | 25:45 | 29:11 | 34:23 | 1:03:01 | 08:38 | 06:23 |
 | Aeon Disk | 39 | 16.18% | 53.8 | 53.85% | -1.10% | -13.85% | -3.85% | 0.76% | 31:50 | 19:25 | 23:50 | 31:05 | 37:00 | 53:28 | 13:10 | 09:45 |
 | Desolator | 18 | 7.47% | 52.3 | 61.11% | +6.85% | -1.11% | -11.11% | -2.05% | 27:11 | 20:31 | 24:42 | 26:16 | 29:34 | 34:43 | 04:52 | 03:36 |
 | Blight Stone | 18 | 7.47% | 50.8 | 61.11% | +6.85% | -1.11% | -11.11% | -2.05% | 26:12 | 18:13 | 24:42 | 26:15 | 29:34 | 34:43 | 04:52 | 03:36 |
 | Aghanim's Blessing | 6 | 2.49% | 49.2 | 83.33% | +29.29% | -33.33% | +16.67% | 0.00% | 52:23 | 46:32 | 47:12 | 50:20 | 57:33 | 59:45 | 10:21 | 07:40 |
 | Urn of Shadows | 10 | 4.15% | 47.7 | 70.00% | +15.89% | +30.00% | -20.00% | 0.00% | 07:25 | 03:20 | 04:56 | 05:59 | 08:09 | 15:03 | 03:13 | 02:22 |
 | Daedalus | 8 | 3.32% | 46.2 | 75.00% | +20.92% | -25.00% | +25.00% | 0.00% | 40:18 | 27:13 | 36:30 | 38:41 | 44:51 | 50:05 | 08:21 | 06:11 |
 | Ring of Protection | 11 | 4.56% | 44.6 | 63.64% | +9.29% | +36.36% | -30.31% | 0.00% | 08:01 | -01:29 | 03:45 | 04:40 | 08:08 | 34:05 | 04:23 | 03:14 |
 | Ghost Scepter | 20 | 8.30% | 43.1 | 45.00% | -10.66% | -25.00% | -5.00% | 1.66% | 29:32 | 12:49 | 23:41 | 29:12 | 35:46 | 46:24 | 12:05 | 08:57 |
 | Ring of Basilius | 17 | 7.05% | 41.5 | 47.06% | -8.30% | -22.06% | +2.94% | 8.93% | 07:18 | -01:29 | 05:59 | 07:34 | 08:47 | 15:20 | 02:48 | 02:04 |
 | Ethereal Blade | 14 | 5.81% | 40.0 | 50.00% | -5.07% | 0.00% | -16.67% | 0.00% | 32:37 | 17:36 | 26:55 | 33:25 | 38:02 | 46:44 | 11:07 | 08:14 |
 | Veil of Discord | 15 | 6.22% | 38.5 | 46.67% | -8.64% | +28.33% | -21.67% | 0.00% | 10:59 | 08:16 | 09:07 | 10:13 | 11:13 | 18:28 | 02:06 | 01:33 |
 | Shiva's Guard | 7 | 2.90% | 36.9 | 57.14% | +2.44% | -7.14% | +42.86% | 0.00% | 32:59 | 25:52 | 28:59 | 33:39 | 34:45 | 40:23 | 05:46 | 04:16 |
 | Tranquil Boots | 2 | 0.83% | 35.4 | 100.00% | +45.61% | 0.00% | 0.00% | 0.00% | 09:02 | 07:32 | 07:32 | 10:31 | 10:31 | 10:31 | 02:59 | 02:12 |
 | Arcane Boots | 12 | 4.98% | 33.8 | 41.67% | -13.79% | +58.33% | -41.67% | 0.00% | 21:46 | 15:05 | 16:18 | 19:31 | 23:17 | 39:41 | 06:59 | 05:10 |
 | Arcane Blink | 5 | 2.07% | 32.3 | 60.00% | +5.34% | +40.00% | -60.00% | 0.00% | 49:24 | 43:14 | 43:14 | 51:54 | 52:22 | 54:06 | 09:08 | 06:45 |
 | Maelstrom | 6 | 2.49% | 30.8 | 50.00% | -4.89% | 0.00% | +50.00% | 0.00% | 26:13 | 17:00 | 19:00 | 22:22 | 31:01 | 39:02 | 12:01 | 08:54 |
 | Javelin | 6 | 2.49% | 29.2 | 50.00% | -4.89% | 0.00% | +50.00% | 0.00% | 25:39 | 14:04 | 18:49 | 22:01 | 31:01 | 39:02 | 12:12 | 09:02 |
 | Fluffy Hat | 3 | 1.24% | 27.7 | 66.67% | +12.05% | -66.67% | 0.00% | 0.00% | 13:31 | 12:15 | 12:15 | 14:06 | 14:13 | 14:13 | 01:58 | 01:27 |
 | Quelling Blade | 3 | 1.24% | 26.2 | 66.67% | +12.05% | +33.33% | 0.00% | 0.00% | 02:24 | -01:13 | -01:13 | 04:04 | 04:20 | 04:20 | 05:33 | 04:06 |
 | Force Staff | 3 | 1.24% | 24.6 | 66.67% | +12.05% | +33.33% | 0.00% | 0.00% | 19:04 | 14:47 | 14:47 | 20:02 | 22:24 | 22:24 | 07:37 | 05:38 |
 | Spirit Vessel | 4 | 1.66% | 23.1 | 50.00% | -4.85% | +50.00% | -50.00% | 0.00% | 13:56 | 12:25 | 12:25 | 12:27 | 12:38 | 18:12 | 00:13 | 00:09 |
 | Hood of Defiance | 1 | 0.41% | 21.5 | 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 |
 | Bloodstone | 1 | 0.41% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.41% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:50 | 59:50 | 59:50 | 59:50 | 59:50 | 59:50 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.41% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.41% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.41% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:23 | 52:23 | 52:23 | 52:23 | 52:23 | 52:23 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.41% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.41% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.41% | 9.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.41% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.41% | 6.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Headdress | 1 | 0.41% | 4.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Buckler | 1 | 0.41% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.41% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |