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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 | |
 | Force Staff | 37 | 45.68% | 100.0 | 67.57% | +35.75% | -12.01% | +10.21% | 1.67% | 28:57 | 13:25 | 22:29 | 28:06 | 35:47 | 53:13 | 13:18 | 09:51 |
 | Aether Lens | 5 | 6.17% | 98.0 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 41:24 | 21:29 | 21:29 | 45:08 | 47:59 | 50:23 | 26:30 | 19:37 |
 | Headdress | 5 | 6.17% | 96.0 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 05:34 | -01:29 | -01:29 | -01:29 | 12:29 | 19:50 | 13:58 | 10:20 |
 | Arcane Boots | 23 | 28.40% | 94.0 | 69.57% | +29.91% | +13.76% | -2.90% | -2.62% | 18:31 | 06:51 | 13:08 | 14:58 | 19:30 | 50:38 | 06:22 | 04:42 |
 | Fluffy Hat | 46 | 56.79% | 92.0 | 58.70% | +24.41% | -0.37% | -4.15% | -0.26% | 18:06 | -01:29 | 12:15 | 15:32 | 26:31 | 41:29 | 14:16 | 10:34 |
 | Aghanim's Shard | 67 | 82.72% | 90.0 | 52.24% | +23.67% | +24.23% | -22.83% | -5.05% | 23:21 | 15:01 | 17:57 | 21:28 | 27:16 | 36:57 | 09:19 | 06:54 |
 | Boots of Speed | 81 | 100.00% | 88.0 | 48.15% | +48.15% | +6.85% | -13.15% | -6.70% | 07:31 | -01:29 | 06:09 | 07:33 | 09:08 | 14:53 | 02:59 | 02:12 |
 | Magic Stick | 66 | 81.48% | 86.0 | 48.48% | +1.81% | +4.46% | +14.02% | 1.19% | 05:24 | -01:29 | 00:51 | 03:30 | 08:55 | 21:56 | 08:04 | 05:58 |
 | Void Stone | 10 | 12.35% | 84.0 | 70.00% | +24.93% | -3.33% | +30.00% | 1.93% | 34:33 | 14:20 | 26:53 | 35:08 | 44:08 | 47:53 | 17:15 | 12:46 |
 | Glimmer Cape | 26 | 32.10% | 82.0 | 53.85% | +8.40% | +3.29% | -3.85% | -1.05% | 29:29 | 19:29 | 24:58 | 27:54 | 31:47 | 51:04 | 06:49 | 05:02 |
 | Scythe of Vyse | 3 | 3.70% | 80.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 53:15 | 43:26 | 43:26 | 44:23 | 1:11:57 | 1:11:57 | 28:31 | 21:07 |
 | Aeon Disk | 9 | 11.11% | 78.0 | 66.67% | +20.84% | +33.33% | -66.67% | -4.63% | 43:33 | 26:19 | 30:25 | 45:49 | 52:00 | 55:28 | 21:35 | 15:59 |
 | Ring of Basilius | 16 | 19.75% | 76.0 | 56.25% | +10.10% | -6.25% | +43.75% | 5.81% | 12:53 | 01:45 | 06:17 | 12:49 | 14:53 | 35:27 | 08:36 | 06:22 |
 | Wind Lace | 36 | 44.44% | 74.0 | 44.44% | -6.67% | +11.12% | 0.00% | -1.01% | 12:08 | -01:29 | 05:47 | 11:12 | 16:50 | 33:56 | 11:03 | 08:11 |
 | Magic Wand | 49 | 60.49% | 72.0 | 38.78% | -23.72% | -5.45% | +11.22% | 2.22% | 12:59 | 04:15 | 08:11 | 11:27 | 15:42 | 35:32 | 07:31 | 05:34 |
 | Chainmail | 6 | 7.41% | 70.0 | 66.67% | +20.00% | -16.67% | +33.33% | 5.51% | 21:10 | 14:36 | 15:20 | 15:40 | 24:24 | 33:53 | 09:04 | 06:42 |
 | Null Talisman | 6 | 7.41% | 68.0 | 66.67% | +20.00% | +33.33% | -66.67% | -14.18% | 06:43 | 02:45 | 03:10 | 04:39 | 10:13 | 11:48 | 07:03 | 05:13 |
 | Crown | 16 | 19.75% | 66.0 | 43.75% | -5.48% | +6.25% | +31.25% | 3.24% | 18:46 | 08:43 | 11:46 | 14:35 | 19:29 | 59:02 | 07:43 | 05:42 |
 | Kaya | 2 | 2.47% | 64.0 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 32:05 | 26:59 | 26:59 | 37:10 | 37:10 | 37:10 | 10:11 | 07:32 |
 | Ethereal Blade | 2 | 2.47% | 62.0 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 39:45 | 37:48 | 37:48 | 41:41 | 41:41 | 41:41 | 03:53 | 02:52 |
 | Mekansm | 2 | 2.47% | 60.0 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 23:28 | 20:16 | 20:16 | 26:40 | 26:40 | 26:40 | 06:24 | 04:44 |
 | Tranquil Boots | 25 | 30.86% | 58.0 | 36.00% | -17.57% | -19.33% | +14.00% | 3.41% | 18:02 | 10:06 | 12:25 | 15:35 | 22:12 | 37:42 | 09:47 | 07:14 |
 | Blight Stone | 14 | 17.28% | 56.0 | 42.86% | -6.39% | +7.14% | +23.81% | 1.20% | 05:54 | -01:29 | -01:29 | -01:29 | 15:21 | 33:53 | 16:50 | 12:28 |
 | Ghost Scepter | 19 | 23.46% | 54.0 | 36.84% | -14.77% | -16.84% | +3.16% | 1.56% | 33:36 | 21:48 | 27:38 | 31:03 | 40:25 | 47:27 | 12:47 | 09:28 |
 | Veil of Discord | 12 | 14.81% | 52.0 | 41.67% | -7.61% | +25.00% | -8.34% | -8.00% | 18:06 | 10:56 | 15:46 | 16:50 | 19:56 | 25:29 | 04:10 | 03:05 |
 | Medallion of Courage | 4 | 4.94% | 50.0 | 50.00% | +1.95% | -50.00% | +50.00% | 10.07% | 24:31 | 15:21 | 15:21 | 23:31 | 25:17 | 33:53 | 09:56 | 07:21 |
 | Blink Dagger | 1 | 1.23% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.23% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:15 | 1:22:15 | 1:22:15 | 1:22:15 | 1:22:15 | 1:22:15 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.23% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:44:19 | 1:44:19 | 1:44:19 | 1:44:19 | 1:44:19 | 1:44:19 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.23% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:32 | 1:22:32 | 1:22:32 | 1:22:32 | 1:22:32 | 1:22:32 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.23% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.23% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.23% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.23% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:38:16 | 1:38:16 | 1:38:16 | 1:38:16 | 1:38:16 | 1:38:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.23% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.23% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 00:00 | 00:00 |
 | Dagon | 1 | 1.23% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.23% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.23% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.23% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 1:29:56 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.23% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 2.47% | 18.0 | 50.00% | +1.90% | -50.00% | 0.00% | 0.00% | 19:20 | 14:40 | 14:40 | 24:00 | 24:00 | 24:00 | 09:20 | 06:54 |
 | Quelling Blade | 2 | 2.47% | 16.0 | 50.00% | +1.90% | -50.00% | 0.00% | 0.00% | 07:53 | 04:17 | 04:17 | 11:29 | 11:29 | 11:29 | 07:12 | 05:20 |
 | Lotus Orb | 2 | 2.47% | 14.0 | 0.00% | -49.37% | 0.00% | 0.00% | 0.00% | 36:07 | 35:13 | 35:13 | 37:00 | 37:00 | 37:00 | 01:47 | 01:19 |
 | Rod of Atos | 1 | 1.23% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Buckler | 1 | 1.23% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.23% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Bracer | 2 | 2.47% | 6.0 | 0.00% | -49.37% | 0.00% | 0.00% | 0.00% | 23:05 | 19:36 | 19:36 | 26:33 | 26:33 | 26:33 | 06:57 | 05:08 |
 | Ring of Health | 3 | 3.70% | 4.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:58 | 26:51 | 26:51 | 35:08 | 36:55 | 36:55 | 10:04 | 07:27 |
 | Ring of Protection | 2 | 2.47% | 2.0 | 0.00% | -49.37% | 0.00% | 0.00% | 0.00% | 15:19 | -01:29 | -01:29 | 32:07 | 32:07 | 32:07 | 33:36 | 24:53 |