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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 | |
 | Vladmir's Offering | 8 | 5.84% | 100.0 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 21:29 | 13:08 | 19:21 | 20:56 | 22:29 | 29:43 | 03:08 | 02:19 |
 | Ring of Basilius | 8 | 5.84% | 98.7 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 19:21 | 05:24 | 18:27 | 19:33 | 20:07 | 29:40 | 01:40 | 01:14 |
 | Buckler | 54 | 39.42% | 97.4 | 70.37% | +28.20% | +1.06% | +6.55% | 0.86% | 26:53 | -01:29 | 24:23 | 28:21 | 30:45 | 38:23 | 06:22 | 04:42 |
 | Ring of Protection | 55 | 40.15% | 96.1 | 69.09% | +26.41% | -4.80% | +2.34% | 0.83% | 26:40 | 02:30 | 21:44 | 28:21 | 30:22 | 38:23 | 08:38 | 06:23 |
 | Assault Cuirass | 41 | 29.93% | 94.7 | 65.85% | +17.93% | +14.15% | +4.15% | -1.47% | 30:36 | 22:16 | 26:41 | 30:06 | 33:28 | 41:33 | 06:47 | 05:01 |
 | Morbid Mask | 25 | 18.25% | 93.4 | 68.00% | +18.00% | +32.00% | -34.67% | -3.87% | 30:48 | 11:15 | 20:12 | 31:21 | 37:26 | 48:10 | 17:14 | 12:45 |
 | Gleipnir | 8 | 5.84% | 92.1 | 87.50% | +36.34% | +12.50% | -37.50% | -6.51% | 27:48 | 22:53 | 23:58 | 26:08 | 31:39 | 32:29 | 07:41 | 05:41 |
 | Orb of Venom | 5 | 3.65% | 90.8 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 01:54 | -01:22 | -01:22 | 02:37 | 03:00 | 03:05 | 04:22 | 03:14 |
 | Chainmail | 64 | 46.72% | 89.5 | 57.81% | +8.49% | +4.69% | +10.94% | 0.50% | 15:43 | 04:56 | 09:09 | 15:20 | 21:34 | 33:15 | 12:25 | 09:11 |
 | Witch Blade | 24 | 17.52% | 88.2 | 66.67% | +16.23% | +16.66% | -16.67% | -2.91% | 17:12 | 09:13 | 10:48 | 17:49 | 22:16 | 24:31 | 11:28 | 08:29 |
 | Boots of Speed | 131 | 95.62% | 86.8 | 52.67% | -14.00% | -4.19% | +4.91% | 5.20% | 05:08 | -01:29 | 03:38 | 04:20 | 05:23 | 24:08 | 01:45 | 01:17 |
 | Magic Stick | 100 | 72.99% | 85.5 | 54.00% | +2.65% | +6.00% | -2.00% | -1.53% | 04:27 | -01:29 | 01:23 | 04:12 | 06:37 | 19:00 | 05:14 | 03:52 |
 | Wind Lace | 34 | 24.82% | 84.2 | 61.76% | +11.27% | +4.91% | +13.24% | 0.86% | 18:42 | -01:22 | 13:21 | 19:22 | 22:59 | 37:12 | 09:38 | 07:08 |
 | Power Treads | 112 | 81.75% | 82.9 | 52.68% | -3.32% | -6.25% | +11.61% | 9.08% | 06:52 | 04:04 | 05:26 | 05:59 | 07:24 | 19:14 | 01:58 | 01:27 |
 | Blight Stone | 126 | 91.97% | 81.6 | 51.59% | -21.14% | +1.54% | +9.70% | 0.00% | -00:36 | -01:30 | -01:29 | -01:29 | -01:29 | 31:19 | 00:00 | 00:00 |
 | Aghanim's Shard | 97 | 70.80% | 80.3 | 52.58% | -2.42% | +9.92% | -10.91% | -4.58% | 24:41 | 20:00 | 21:05 | 22:47 | 25:38 | 56:28 | 04:33 | 03:22 |
 | Magic Wand | 91 | 66.42% | 78.9 | 52.75% | -1.60% | +3.77% | -0.58% | -1.18% | 06:51 | 00:05 | 04:11 | 06:56 | 07:53 | 20:19 | 03:42 | 02:44 |
 | Black King Bar | 89 | 64.96% | 77.6 | 52.81% | -1.36% | +19.92% | -11.90% | -8.56% | 21:56 | 16:27 | 19:33 | 20:41 | 23:16 | 34:14 | 03:43 | 02:45 |
 | Crown | 12 | 8.76% | 76.3 | 75.00% | +23.80% | -8.33% | -8.33% | 0.00% | 16:29 | -01:29 | -01:28 | 16:17 | 27:02 | 31:53 | 28:30 | 21:06 |
 | Orchid Malevolence | 99 | 72.26% | 75.0 | 50.51% | -10.02% | +5.49% | -6.51% | -5.03% | 14:11 | 10:12 | 12:39 | 13:50 | 15:02 | 25:30 | 02:23 | 01:45 |
 | Rod of Atos | 9 | 6.57% | 73.7 | 77.78% | +26.22% | +22.22% | +22.22% | 0.00% | 24:43 | 16:17 | 16:23 | 25:42 | 30:08 | 32:18 | 13:45 | 10:11 |
 | Maelstrom | 19 | 13.87% | 72.4 | 63.16% | +11.47% | +16.84% | -23.16% | -4.05% | 24:31 | 14:22 | 17:01 | 22:25 | 26:54 | 50:33 | 09:53 | 07:19 |
 | Orb of Corrosion | 4 | 2.92% | 71.1 | 100.00% | +48.12% | 0.00% | 0.00% | 0.00% | 03:23 | 03:09 | 03:09 | 03:10 | 03:31 | 03:40 | 00:22 | 00:16 |
 | Fluffy Hat | 4 | 2.92% | 69.7 | 100.00% | +48.12% | 0.00% | 0.00% | 0.00% | 02:42 | 02:08 | 02:08 | 02:37 | 03:00 | 03:04 | 00:52 | 00:38 |
 | Medallion of Courage | 33 | 24.09% | 68.4 | 54.55% | +1.67% | -17.05% | +20.45% | 2.68% | 18:04 | 06:53 | 09:34 | 19:16 | 23:35 | 33:30 | 14:01 | 10:22 |
 | Void Stone | 20 | 14.60% | 67.1 | 60.00% | +7.86% | +20.00% | -40.00% | -5.45% | 34:28 | 09:44 | 29:34 | 36:58 | 40:35 | 47:57 | 11:01 | 08:09 |
 | Ring of Health | 14 | 10.22% | 65.8 | 64.29% | +12.26% | +10.71% | -30.96% | -3.08% | 22:52 | 11:20 | 14:04 | 16:28 | 27:35 | 1:01:29 | 13:31 | 10:00 |
 | Solar Crest | 23 | 16.79% | 64.5 | 56.52% | +3.89% | -6.52% | -23.19% | -3.58% | 28:19 | 19:30 | 25:48 | 29:23 | 30:27 | 37:24 | 04:39 | 03:26 |
 | Javelin | 26 | 18.98% | 63.2 | 53.85% | +0.70% | +17.58% | -53.85% | -6.74% | 26:25 | 11:15 | 20:43 | 23:36 | 31:19 | 50:33 | 10:36 | 07:51 |
 | Scythe of Vyse | 15 | 10.95% | 61.8 | 60.00% | +7.54% | +40.00% | -10.00% | -6.82% | 39:44 | 29:34 | 35:31 | 40:08 | 42:51 | 48:07 | 07:20 | 05:25 |
 | Drum of Endurance | 11 | 8.03% | 60.5 | 63.64% | +11.26% | -30.31% | +36.36% | 7.09% | 18:25 | 10:35 | 13:10 | 17:43 | 22:34 | 27:02 | 09:24 | 06:57 |
 | Headdress | 9 | 6.57% | 59.2 | 66.67% | +14.33% | -16.67% | +33.33% | 5.32% | 11:16 | 05:08 | 05:34 | 10:08 | 14:58 | 19:17 | 09:24 | 06:57 |
 | Pipe of Insight | 5 | 3.65% | 57.9 | 80.00% | +27.73% | -80.00% | +20.00% | 0.00% | 19:48 | 17:33 | 17:33 | 20:34 | 20:44 | 21:58 | 03:11 | 02:21 |
 | Hood of Defiance | 5 | 3.65% | 56.6 | 80.00% | +27.73% | -80.00% | +20.00% | 0.00% | 15:41 | 13:47 | 13:47 | 15:56 | 16:28 | 17:58 | 02:41 | 01:59 |
 | Bloodthorn | 22 | 16.06% | 55.3 | 45.45% | -9.33% | +21.22% | -25.45% | -3.15% | 31:28 | 21:33 | 24:55 | 26:57 | 39:45 | 59:42 | 14:50 | 10:59 |
 | Blink Dagger | 6 | 4.38% | 53.9 | 66.67% | +14.00% | +33.33% | -66.67% | 0.00% | 33:22 | 20:43 | 21:00 | 22:05 | 44:52 | 55:27 | 23:52 | 17:40 |
 | Aghanim's Scepter | 6 | 4.38% | 52.6 | 66.67% | +14.00% | -16.67% | +33.33% | 0.00% | 37:02 | 20:23 | 25:44 | 29:31 | 51:13 | 1:04:14 | 25:29 | 18:52 |
 | Null Talisman | 6 | 4.38% | 51.3 | 66.67% | +14.00% | -16.67% | -66.67% | 0.00% | 05:53 | 01:25 | 01:26 | 02:45 | 05:13 | 20:58 | 03:47 | 02:48 |
 | Satanic | 9 | 6.57% | 50.0 | 55.56% | +2.43% | +44.44% | -5.56% | -3.07% | 38:52 | 24:25 | 29:03 | 37:45 | 45:21 | 48:14 | 16:18 | 12:04 |
 | Eye of Skadi | 4 | 2.92% | 48.7 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 39:59 | 33:51 | 33:51 | 35:27 | 37:33 | 53:05 | 03:42 | 02:44 |
 | Crystalys | 7 | 5.11% | 47.4 | 57.14% | +4.06% | +42.86% | -57.14% | -10.07% | 33:40 | 26:07 | 26:54 | 30:05 | 36:50 | 44:46 | 09:56 | 07:21 |
 | Force Staff | 7 | 5.11% | 46.1 | 57.14% | +4.06% | -7.14% | -7.14% | 0.00% | 35:44 | 16:41 | 31:10 | 34:34 | 36:45 | 52:34 | 05:35 | 04:08 |
 | Nullifier | 7 | 5.11% | 44.7 | 57.14% | +4.06% | -7.14% | -7.14% | 0.00% | 30:53 | 25:44 | 28:59 | 31:22 | 32:04 | 35:14 | 03:05 | 02:17 |
 | Aghanim's Blessing | 2 | 1.46% | 43.4 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 1:01:15 | 58:16 | 58:16 | 1:04:14 | 1:04:14 | 1:04:14 | 05:58 | 04:25 |
 | Hurricane Pike | 2 | 1.46% | 42.1 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 45:57 | 36:50 | 36:50 | 55:04 | 55:04 | 55:04 | 18:14 | 13:30 |
 | Dragon Lance | 2 | 1.46% | 40.8 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 45:57 | 36:50 | 36:50 | 55:03 | 55:03 | 55:03 | 18:13 | 13:29 |
 | Glimmer Cape | 8 | 5.84% | 39.5 | 50.00% | -3.49% | 0.00% | -50.00% | -32.26% | 19:15 | 16:46 | 16:50 | 18:05 | 18:23 | 24:36 | 01:33 | 01:08 |
 | Helm of Iron Will | 12 | 8.76% | 38.2 | 41.67% | -12.73% | +25.00% | -8.34% | -4.03% | 26:26 | 16:52 | 23:37 | 25:19 | 31:53 | 33:22 | 08:16 | 06:07 |
 | Mekansm | 6 | 4.38% | 36.8 | 50.00% | -3.44% | -50.00% | +50.00% | 0.00% | 12:30 | 11:38 | 11:52 | 12:05 | 13:16 | 13:36 | 01:24 | 01:02 |
 | Heaven's Halberd | 3 | 2.19% | 35.5 | 66.67% | +13.68% | +33.33% | 0.00% | 0.00% | 33:20 | 31:10 | 31:10 | 31:15 | 37:34 | 37:34 | 06:24 | 04:44 |
 | Meteor Hammer | 3 | 2.19% | 34.2 | 66.67% | +13.68% | +33.33% | 0.00% | 0.00% | 14:40 | 12:11 | 12:11 | 14:46 | 17:04 | 17:04 | 04:53 | 03:37 |
 | Daedalus | 3 | 2.19% | 32.9 | 66.67% | +13.68% | +33.33% | 0.00% | 0.00% | 36:29 | 30:06 | 30:06 | 36:56 | 42:24 | 42:24 | 12:18 | 09:06 |
 | Sange | 3 | 2.19% | 31.6 | 66.67% | +13.68% | +33.33% | 0.00% | 0.00% | 32:21 | 29:24 | 29:24 | 30:18 | 37:20 | 37:20 | 07:56 | 05:52 |
 | Mjollnir | 7 | 5.11% | 30.3 | 42.86% | -10.99% | +7.14% | +7.14% | 0.00% | 32:35 | 21:40 | 27:41 | 32:29 | 32:57 | 42:24 | 05:16 | 03:54 |
 | Monkey King Bar | 7 | 5.11% | 28.9 | 42.86% | -10.99% | +57.14% | -42.86% | -8.10% | 35:35 | 25:01 | 26:54 | 37:48 | 39:15 | 46:05 | 12:21 | 09:08 |
 | Linken's Sphere | 4 | 2.92% | 27.6 | 50.00% | -3.38% | +50.00% | -50.00% | 0.00% | 41:47 | 28:10 | 28:10 | 34:38 | 42:51 | 1:01:29 | 14:41 | 10:52 |
 | Heart of Tarrasque | 1 | 0.73% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.73% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.73% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.73% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:35 | 1:11:35 | 1:11:35 | 1:11:35 | 1:11:35 | 1:11:35 | 00:00 | 00:00 |
 | Silver Edge | 2 | 1.46% | 21.1 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 34:46 | 30:56 | 30:56 | 38:35 | 38:35 | 38:35 | 07:39 | 05:40 |
 | Blade Mail | 2 | 1.46% | 19.7 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 16:20 | 11:50 | 11:50 | 20:49 | 20:49 | 20:49 | 08:59 | 06:39 |
 | Wraith Band | 2 | 1.46% | 18.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 02:33 | 02:14 | 02:14 | 02:52 | 02:52 | 02:52 | 00:38 | 00:28 |
 | Phase Boots | 2 | 1.46% | 17.1 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 11:08 | 04:59 | 04:59 | 17:16 | 17:16 | 17:16 | 12:17 | 09:05 |
 | Divine Rapier | 2 | 1.46% | 15.8 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 52:08 | 43:27 | 43:27 | 60:49 | 60:49 | 60:49 | 17:22 | 12:51 |
 | Crimson Guard | 3 | 2.19% | 14.5 | 33.33% | -20.40% | +66.67% | 0.00% | 0.00% | 22:49 | 17:59 | 17:59 | 25:00 | 25:27 | 25:27 | 07:28 | 05:31 |
 | Vanguard | 3 | 2.19% | 13.2 | 33.33% | -20.40% | +66.67% | 0.00% | 0.00% | 19:57 | 15:28 | 15:28 | 21:53 | 22:29 | 22:29 | 07:01 | 05:11 |
 | Desolator | 4 | 2.92% | 11.8 | 25.00% | -29.14% | -25.00% | -25.00% | 0.00% | 33:00 | 27:31 | 27:31 | 31:19 | 36:19 | 36:52 | 08:48 | 06:31 |
 | Shadow Blade | 5 | 3.65% | 10.5 | 20.00% | -34.55% | -20.00% | -20.00% | 0.00% | 36:16 | 27:19 | 27:19 | 36:52 | 37:32 | 47:34 | 10:13 | 07:34 |
 | Urn of Shadows | 2 | 1.46% | 9.2 | 0.00% | -54.07% | 0.00% | 0.00% | 0.00% | 07:54 | 03:31 | 03:31 | 12:16 | 12:16 | 12:16 | 08:45 | 06:28 |
 | Moon Shard | 1 | 0.73% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:51 | 60:51 | 60:51 | 60:51 | 60:51 | 60:51 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 1.46% | 6.6 | 0.00% | -54.07% | 0.00% | 0.00% | 0.00% | 36:48 | 34:56 | 34:56 | 38:39 | 38:39 | 38:39 | 03:43 | 02:45 |
 | Spirit Vessel | 1 | 0.73% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.73% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 1.46% | 2.6 | 0.00% | -54.07% | 0.00% | 0.00% | 0.00% | 32:20 | 31:56 | 31:56 | 32:43 | 32:43 | 32:43 | 00:47 | 00:34 |
 | Swift Blink | 1 | 0.73% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 00:00 | 00:00 |