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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 | |
 | Ring of Basilius | 13 | 14.61% | 100.0 | 92.31% | +35.73% | +7.69% | +7.69% | 0.00% | 32:30 | 10:52 | 21:53 | 31:54 | 41:30 | 58:48 | 19:37 | 14:31 |
 | Morbid Mask | 12 | 13.48% | 98.6 | 91.67% | +34.53% | +8.33% | +8.33% | 0.00% | 37:02 | 22:25 | 27:59 | 32:57 | 42:07 | 58:48 | 14:08 | 10:28 |
 | Vladmir's Offering | 11 | 12.36% | 97.2 | 90.91% | +33.22% | +9.09% | +9.09% | 0.00% | 38:07 | 24:34 | 28:20 | 34:15 | 44:47 | 58:49 | 16:27 | 12:11 |
 | Void Stone | 33 | 37.08% | 95.8 | 75.76% | +22.19% | -0.76% | -0.76% | 0.00% | 31:07 | 08:24 | 20:38 | 32:03 | 37:46 | 54:22 | 17:08 | 12:41 |
 | Headdress | 53 | 59.55% | 94.4 | 71.70% | +24.48% | +5.22% | +5.22% | 0.00% | 15:17 | 01:41 | 11:09 | 14:20 | 18:27 | 36:25 | 07:18 | 05:24 |
 | Buckler | 49 | 55.06% | 93.1 | 71.43% | +21.43% | +11.90% | +11.90% | 0.00% | 23:41 | 14:17 | 19:17 | 22:12 | 25:48 | 52:18 | 06:31 | 04:49 |
 | Scythe of Vyse | 10 | 11.24% | 91.7 | 90.00% | +31.77% | +10.00% | +10.00% | 0.00% | 43:48 | 32:03 | 38:20 | 41:14 | 52:11 | 53:30 | 13:51 | 10:15 |
 | Ring of Protection | 58 | 65.17% | 90.3 | 68.97% | +20.58% | +4.36% | +9.60% | 0.53% | 19:30 | 01:32 | 14:17 | 20:14 | 24:11 | 52:18 | 09:54 | 07:20 |
 | Mekansm | 47 | 52.81% | 88.9 | 70.21% | +17.83% | -3.54% | -11.88% | -2.03% | 18:18 | 12:22 | 15:37 | 17:34 | 19:44 | 27:38 | 04:07 | 03:02 |
 | Chainmail | 49 | 55.06% | 87.5 | 69.39% | +16.89% | -2.72% | -2.72% | 0.00% | 16:17 | 10:03 | 13:08 | 15:45 | 18:06 | 31:16 | 04:58 | 03:40 |
 | Eul's Scepter of Divinity | 16 | 17.98% | 86.1 | 81.25% | +23.72% | -6.25% | +18.75% | 1.49% | 28:50 | 16:38 | 19:13 | 29:46 | 36:00 | 45:36 | 16:47 | 12:25 |
 | Guardian Greaves | 41 | 46.07% | 84.7 | 70.73% | +16.56% | +9.27% | -0.73% | -1.43% | 25:40 | 16:29 | 22:02 | 24:28 | 29:02 | 44:04 | 07:00 | 05:11 |
 | Arcane Boots | 70 | 78.65% | 83.3 | 65.71% | +18.34% | +6.51% | -1.00% | -1.73% | 13:36 | 05:11 | 10:19 | 11:44 | 14:39 | 44:04 | 04:20 | 03:12 |
 | Boots of Speed | 89 | 100.00% | 81.9 | 61.80% | +61.80% | +10.93% | +1.84% | -2.87% | 05:54 | -01:29 | 04:15 | 06:09 | 07:25 | 12:53 | 03:10 | 02:20 |
 | Wind Lace | 30 | 33.71% | 80.6 | 70.00% | +12.37% | -7.50% | +1.43% | 0.62% | 19:32 | 07:22 | 12:02 | 16:57 | 26:30 | 40:51 | 14:28 | 10:42 |
 | Magic Wand | 68 | 76.40% | 79.2 | 63.24% | +6.10% | +1.47% | +7.35% | 1.06% | 08:30 | 01:26 | 05:29 | 08:25 | 11:01 | 26:35 | 05:32 | 04:05 |
 | Magic Stick | 79 | 88.76% | 77.8 | 62.03% | +2.03% | -2.03% | +2.97% | 0.68% | 05:14 | -01:30 | 01:14 | 05:11 | 08:37 | 26:35 | 07:23 | 05:28 |
 | Force Staff | 48 | 53.93% | 76.4 | 62.50% | +1.52% | -20.83% | +4.17% | 2.18% | 28:59 | 16:29 | 22:33 | 27:46 | 34:00 | 46:16 | 11:27 | 08:28 |
 | Wraith Pact | 5 | 5.62% | 75.0 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 44:52 | 31:12 | 31:12 | 48:33 | 52:33 | 59:33 | 21:21 | 15:48 |
 | Ring of Health | 25 | 28.09% | 73.6 | 68.00% | +8.62% | +15.33% | -34.67% | -4.68% | 29:05 | 16:56 | 21:15 | 28:36 | 31:56 | 54:22 | 10:41 | 07:54 |
 | Fluffy Hat | 54 | 60.67% | 72.2 | 59.26% | -6.45% | -16.40% | +9.97% | 2.32% | 22:57 | 05:39 | 16:18 | 22:33 | 27:39 | 46:16 | 11:21 | 08:24 |
 | Hood of Defiance | 12 | 13.48% | 70.8 | 75.00% | +15.26% | -8.33% | -8.33% | 0.00% | 25:19 | 17:53 | 20:12 | 24:03 | 28:18 | 33:37 | 08:06 | 06:00 |
 | Spirit Vessel | 9 | 10.11% | 69.4 | 77.78% | +17.78% | -27.78% | -27.78% | 0.00% | 18:28 | 13:28 | 15:33 | 18:04 | 20:31 | 25:15 | 04:58 | 03:40 |
 | Pipe of Insight | 9 | 10.11% | 68.1 | 77.78% | +17.78% | -27.78% | -27.78% | 0.00% | 30:07 | 21:46 | 22:04 | 28:41 | 35:52 | 38:54 | 13:48 | 10:13 |
 | Glimmer Cape | 4 | 4.49% | 66.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 26:19 | 18:55 | 18:55 | 24:24 | 26:05 | 35:51 | 07:10 | 05:18 |
 | Wraith Band | 19 | 21.35% | 65.3 | 63.16% | +1.73% | -23.16% | -3.16% | 7.84% | 03:50 | -01:29 | 01:32 | 02:38 | 04:05 | 21:37 | 02:33 | 01:53 |
 | Lotus Orb | 14 | 15.73% | 63.9 | 64.29% | +2.96% | +35.71% | -30.96% | -6.02% | 37:55 | 21:18 | 31:32 | 33:29 | 42:36 | 1:15:13 | 11:04 | 08:11 |
 | Urn of Shadows | 12 | 13.48% | 62.5 | 66.67% | +5.63% | 0.00% | 0.00% | 0.00% | 08:17 | 02:57 | 06:09 | 07:38 | 10:20 | 14:05 | 04:11 | 03:05 |
 | Blight Stone | 10 | 11.24% | 61.1 | 70.00% | +9.24% | +30.00% | -20.00% | -32.26% | 04:58 | -01:29 | -01:29 | -01:28 | 03:02 | 31:16 | 04:31 | 03:20 |
 | Wind Waker | 3 | 3.37% | 59.7 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 47:22 | 34:00 | 34:00 | 41:00 | 1:07:05 | 1:07:05 | 33:05 | 24:30 |
 | Bracer | 3 | 3.37% | 58.3 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 13:37 | 09:30 | 09:30 | 12:21 | 19:01 | 19:01 | 09:31 | 07:02 |
 | Crown | 7 | 7.87% | 56.9 | 71.43% | +10.45% | +28.57% | -21.43% | -3.91% | 25:24 | 12:17 | 13:27 | 23:10 | 26:15 | 48:30 | 12:48 | 09:28 |
 | Power Treads | 5 | 5.62% | 55.6 | 80.00% | +19.29% | +20.00% | +20.00% | 0.00% | 13:32 | 09:03 | 09:03 | 13:53 | 16:08 | 17:11 | 07:05 | 05:14 |
 | Maelstrom | 4 | 4.49% | 54.2 | 75.00% | +13.82% | +25.00% | +25.00% | 0.00% | 25:35 | 14:18 | 14:18 | 19:42 | 32:21 | 35:57 | 18:03 | 13:22 |
 | Veil of Discord | 2 | 2.25% | 52.8 | 100.00% | +39.08% | 0.00% | 0.00% | 0.00% | 16:40 | 15:13 | 15:13 | 18:07 | 18:07 | 18:07 | 02:54 | 02:08 |
 | Aghanim's Scepter | 6 | 6.74% | 51.4 | 50.00% | -12.65% | 0.00% | +50.00% | 4.20% | 32:54 | 23:33 | 28:46 | 29:36 | 40:40 | 42:50 | 11:54 | 08:48 |
 | Aghanim's Shard | 3 | 3.37% | 50.0 | 66.67% | +5.04% | +33.33% | 0.00% | 0.00% | 45:00 | 21:53 | 21:53 | 32:44 | 1:20:24 | 1:20:24 | 58:31 | 43:20 |
 | Daedalus | 3 | 3.37% | 48.6 | 66.67% | +5.04% | +33.33% | 0.00% | 0.00% | 40:27 | 29:20 | 29:20 | 40:31 | 51:31 | 51:31 | 22:11 | 16:25 |
 | Javelin | 3 | 3.37% | 47.2 | 66.67% | +5.04% | +33.33% | 0.00% | 0.00% | 21:17 | 13:54 | 13:54 | 17:36 | 32:21 | 32:21 | 18:27 | 13:40 |
 | Boots of Bearing | 3 | 3.37% | 45.8 | 66.67% | +5.04% | +33.33% | 0.00% | 0.00% | 37:36 | 33:08 | 33:08 | 35:48 | 43:51 | 43:51 | 10:43 | 07:56 |
 | Black King Bar | 4 | 4.49% | 44.4 | 50.00% | -12.35% | +50.00% | -50.00% | 0.00% | 28:58 | 20:12 | 20:12 | 22:59 | 25:54 | 46:46 | 05:42 | 04:13 |
 | Aeon Disk | 4 | 4.49% | 43.1 | 50.00% | -12.35% | +50.00% | -50.00% | 0.00% | 56:57 | 42:19 | 42:19 | 45:50 | 57:02 | 1:22:37 | 14:43 | 10:54 |
 | Crystalys | 4 | 4.49% | 41.7 | 50.00% | -12.35% | +50.00% | -50.00% | 0.00% | 35:15 | 26:15 | 26:15 | 30:28 | 35:34 | 48:43 | 09:19 | 06:54 |
 | Dagon (level 2) | 1 | 1.12% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:46 | 53:46 | 53:46 | 53:46 | 53:46 | 53:46 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.12% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.12% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:41 | 06:41 | 06:41 | 06:41 | 06:41 | 06:41 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.12% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Desolator | 1 | 1.12% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 00:00 | 00:00 |
 | Satanic | 1 | 1.12% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.12% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.12% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Bottle | 1 | 1.12% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Dagon | 1 | 1.12% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 5.62% | 26.4 | 40.00% | -23.10% | -40.00% | -40.00% | 0.00% | 23:42 | 13:50 | 13:50 | 19:13 | 30:12 | 37:32 | 16:22 | 12:07 |
 | Tranquil Boots | 5 | 5.62% | 25.0 | 40.00% | -23.10% | -40.00% | -40.00% | 0.00% | 26:32 | 16:29 | 16:29 | 22:39 | 33:08 | 42:38 | 16:39 | 12:20 |
 | Quelling Blade | 6 | 6.74% | 23.6 | 33.33% | -30.53% | +66.67% | -33.33% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:18 | 00:00 | 00:00 |
 | Hurricane Pike | 2 | 2.25% | 22.2 | 50.00% | -12.07% | -50.00% | 0.00% | 0.00% | 43:46 | 39:35 | 39:35 | 47:57 | 47:57 | 47:57 | 08:22 | 06:11 |
 | Blink Dagger | 2 | 2.25% | 20.8 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 50:29 | 35:56 | 35:56 | 1:05:02 | 1:05:02 | 1:05:02 | 29:06 | 21:33 |
 | Rod of Atos | 2 | 2.25% | 19.4 | 50.00% | -12.07% | -50.00% | 0.00% | 0.00% | 24:57 | 24:11 | 24:11 | 25:43 | 25:43 | 25:43 | 01:32 | 01:08 |
 | Dragon Lance | 2 | 2.25% | 18.1 | 50.00% | -12.07% | -50.00% | 0.00% | 0.00% | 42:59 | 39:01 | 39:01 | 46:57 | 46:57 | 46:57 | 07:56 | 05:52 |
 | Medallion of Courage | 2 | 2.25% | 16.7 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 28:29 | 25:41 | 25:41 | 31:16 | 31:16 | 31:16 | 05:35 | 04:08 |
 | Helm of Iron Will | 2 | 2.25% | 15.3 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 37:22 | 30:28 | 30:28 | 44:15 | 44:15 | 44:15 | 13:47 | 10:12 |
 | Gleipnir | 2 | 2.25% | 13.9 | 50.00% | -12.07% | +50.00% | 0.00% | 0.00% | 29:56 | 26:41 | 26:41 | 33:10 | 33:10 | 33:10 | 06:29 | 04:48 |
 | Ghost Scepter | 3 | 3.37% | 12.5 | 33.33% | -29.46% | -33.33% | 0.00% | 0.00% | 50:56 | 35:06 | 35:06 | 50:09 | 1:07:33 | 1:07:33 | 32:27 | 24:02 |
 | Octarine Core | 1 | 1.12% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.12% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |
 | Kaya | 1 | 1.12% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.12% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.12% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.12% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.12% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:53 | 49:53 | 49:53 | 49:53 | 49:53 | 49:53 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 2.25% | 1.4 | 0.00% | -63.22% | 0.00% | 0.00% | 0.00% | 56:04 | 52:14 | 52:14 | 59:54 | 59:54 | 59:54 | 07:40 | 05:40 |