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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 | 41 | 14.86% | 100.0 | 80.49% | +36.66% | +9.51% | -10.49% | -1.43% | 38:11 | 16:05 | 31:11 | 38:46 | 45:13 | 55:11 | 14:02 | 10:23 |
 | Aether Lens | 25 | 9.06% | 97.4 | 80.00% | +33.78% | +3.33% | +20.00% | 1.32% | 27:22 | 15:49 | 19:43 | 25:25 | 32:20 | 53:19 | 12:37 | 09:20 |
 | Glimmer Cape | 59 | 21.38% | 94.7 | 66.10% | +21.40% | +0.57% | +13.90% | 2.12% | 25:52 | 19:02 | 21:51 | 24:43 | 28:09 | 43:56 | 06:18 | 04:40 |
 | Aghanim's Scepter | 85 | 30.80% | 92.1 | 63.53% | +20.60% | +12.66% | -6.39% | -1.88% | 35:41 | 24:08 | 30:35 | 34:43 | 40:42 | 55:06 | 10:07 | 07:29 |
 | Void Stone | 41 | 14.86% | 89.5 | 68.29% | +22.33% | -8.29% | +21.71% | 2.13% | 25:28 | 13:23 | 17:10 | 23:20 | 31:15 | 53:11 | 14:05 | 10:25 |
 | Arcane Boots | 85 | 30.80% | 86.8 | 61.18% | +17.20% | +19.77% | -4.04% | -5.00% | 14:23 | 05:46 | 11:52 | 13:37 | 16:38 | 34:48 | 04:46 | 03:31 |
 | Force Staff | 45 | 16.30% | 84.2 | 64.44% | +18.12% | +17.38% | -9.89% | -2.53% | 27:47 | 17:00 | 21:32 | 28:06 | 32:19 | 44:01 | 10:47 | 07:59 |
 | Aghanim's Shard | 33 | 11.96% | 81.6 | 66.67% | +19.76% | +8.33% | -4.17% | -1.52% | 29:16 | 20:06 | 23:24 | 25:29 | 31:36 | 55:30 | 08:12 | 06:04 |
 | Ghost Scepter | 20 | 7.25% | 78.9 | 70.00% | +22.34% | +10.00% | -10.00% | -1.68% | 31:01 | 19:26 | 24:11 | 29:24 | 36:07 | 46:43 | 11:56 | 08:50 |
 | Boots of Speed | 276 | 100.00% | 76.3 | 49.28% | +49.28% | +5.79% | -17.40% | -6.99% | 08:07 | -01:29 | 06:27 | 07:51 | 09:46 | 19:16 | 03:19 | 02:27 |
 | Wind Lace | 197 | 71.38% | 73.7 | 49.75% | +1.65% | +7.39% | -8.93% | -2.59% | 10:54 | -01:29 | 06:59 | 10:15 | 13:17 | 57:23 | 06:18 | 04:40 |
 | Magic Stick | 244 | 88.41% | 71.1 | 48.77% | -4.36% | +2.05% | -4.51% | -0.80% | 05:24 | -01:29 | 01:23 | 04:36 | 09:32 | 24:17 | 08:09 | 06:02 |
 | Tranquil Boots | 144 | 52.17% | 68.4 | 50.69% | +2.96% | +21.53% | -9.02% | -6.17% | 14:32 | 06:11 | 11:07 | 13:27 | 16:04 | 44:03 | 04:57 | 03:40 |
 | Magic Wand | 150 | 54.35% | 65.8 | 49.33% | +0.12% | -7.22% | -0.68% | 1.48% | 12:59 | 04:39 | 10:42 | 12:38 | 15:08 | 35:58 | 04:26 | 03:17 |
 | Fluffy Hat | 97 | 35.14% | 63.2 | 51.55% | +3.51% | +2.62% | -5.72% | -0.86% | 17:28 | -01:29 | 12:09 | 15:49 | 21:50 | 43:59 | 09:41 | 07:10 |
 | Ring of Basilius | 29 | 10.51% | 60.5 | 51.72% | +2.73% | +33.99% | -23.15% | -4.60% | 10:30 | -01:29 | 03:31 | 11:15 | 15:56 | 29:13 | 12:25 | 09:11 |
 | Null Talisman | 3 | 1.09% | 57.9 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 11:36 | 04:17 | 04:17 | 11:49 | 18:42 | 18:42 | 14:25 | 10:40 |
 | Drum of Endurance | 15 | 5.43% | 55.3 | 53.33% | +4.29% | -3.33% | -3.33% | 0.00% | 26:28 | 18:29 | 20:11 | 24:21 | 26:04 | 57:23 | 05:53 | 04:21 |
 | Eul's Scepter of Divinity | 10 | 3.62% | 52.6 | 60.00% | +11.13% | -26.67% | +40.00% | 0.00% | 28:55 | 22:18 | 22:51 | 25:29 | 33:03 | 43:03 | 10:12 | 07:33 |
 | Blight Stone | 10 | 3.62% | 50.0 | 60.00% | +11.13% | -26.67% | -10.00% | 0.00% | 18:12 | 02:00 | 14:06 | 16:51 | 22:07 | 35:44 | 08:01 | 05:56 |
 | Medallion of Courage | 10 | 3.62% | 47.4 | 60.00% | +11.13% | +6.67% | -10.00% | 0.00% | 21:00 | 12:31 | 15:24 | 19:28 | 24:32 | 35:44 | 09:08 | 06:45 |
 | Crown | 22 | 7.97% | 44.7 | 45.45% | -4.16% | -12.12% | +14.55% | 4.72% | 18:56 | 09:29 | 15:06 | 18:08 | 20:45 | 35:44 | 05:39 | 04:11 |
 | Chainmail | 11 | 3.99% | 42.1 | 54.55% | +5.49% | +12.12% | -21.22% | 0.00% | 20:10 | 11:04 | 13:31 | 19:32 | 22:07 | 35:44 | 08:36 | 06:22 |
 | Solar Crest | 6 | 2.17% | 39.5 | 66.67% | +17.78% | -16.67% | +33.33% | 0.00% | 26:26 | 19:29 | 23:03 | 23:31 | 30:45 | 38:06 | 07:42 | 05:42 |
 | Quelling Blade | 6 | 2.17% | 36.8 | 66.67% | +17.78% | +33.33% | -66.67% | 0.00% | 16:45 | -01:28 | 09:05 | 12:58 | 24:32 | 34:34 | 15:27 | 11:26 |
 | Ring of Health | 7 | 2.54% | 34.2 | 57.14% | +8.07% | -7.14% | -7.14% | 0.00% | 27:41 | 21:25 | 21:43 | 26:53 | 29:15 | 39:14 | 07:32 | 05:34 |
 | Boots of Bearing | 2 | 0.72% | 31.6 | 100.00% | +51.09% | 0.00% | 0.00% | 0.00% | 39:08 | 36:12 | 36:12 | 42:04 | 42:04 | 42:04 | 05:52 | 04:20 |
 | Veil of Discord | 16 | 5.80% | 28.9 | 37.50% | -12.50% | -12.50% | -12.50% | 0.00% | 19:36 | 12:09 | 15:59 | 19:30 | 20:21 | 30:43 | 04:22 | 03:14 |
 | Soul Ring | 5 | 1.81% | 26.3 | 60.00% | +10.92% | +40.00% | +40.00% | 0.00% | 16:40 | 13:38 | 13:38 | 15:53 | 17:31 | 20:42 | 03:53 | 02:52 |
 | Ring of Protection | 9 | 3.26% | 23.7 | 44.44% | -5.00% | +5.56% | +5.56% | 0.00% | 14:17 | -01:29 | 08:02 | 13:37 | 17:30 | 29:15 | 09:28 | 07:00 |
 | Aeon Disk | 4 | 1.45% | 21.1 | 50.00% | +0.74% | -50.00% | +50.00% | 0.00% | 42:58 | 37:46 | 37:46 | 39:16 | 47:03 | 47:48 | 09:17 | 06:52 |
 | Octarine Core | 1 | 0.36% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 48:09 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.36% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Headdress | 1 | 0.36% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 1.81% | 10.5 | 40.00% | -9.45% | -40.00% | +60.00% | 0.00% | 32:53 | 24:10 | 24:10 | 32:24 | 37:20 | 39:15 | 13:10 | 09:45 |
 | Orb of Venom | 1 | 0.36% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.36% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Buckler | 1 | 0.36% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |