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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 | |
 | Buckler | 72 | 46.15% | 100.0 | 65.28% | +30.76% | +18.05% | -9.72% | -2.80% | 25:03 | 12:12 | 18:59 | 24:16 | 28:55 | 47:27 | 09:56 | 07:21 |
 | Vladmir's Offering | 22 | 14.10% | 98.5 | 72.73% | +27.95% | +27.27% | -32.73% | -6.50% | 37:11 | 18:12 | 31:09 | 34:36 | 40:23 | 1:05:09 | 09:14 | 06:50 |
 | Ring of Protection | 89 | 57.05% | 97.0 | 59.55% | +25.22% | -9.55% | -5.00% | 0.38% | 20:28 | -01:29 | 14:01 | 19:57 | 25:52 | 47:27 | 11:51 | 08:46 |
 | Ring of Health | 42 | 26.92% | 95.5 | 64.29% | +21.31% | -0.65% | -4.29% | -0.29% | 30:46 | 11:03 | 23:35 | 30:02 | 35:58 | 56:52 | 12:23 | 09:10 |
 | Guardian Greaves | 55 | 35.26% | 93.9 | 61.82% | +20.24% | +9.61% | -18.96% | -3.59% | 26:44 | 15:22 | 22:39 | 26:06 | 30:37 | 45:32 | 07:58 | 05:54 |
 | Mekansm | 64 | 41.03% | 92.4 | 59.38% | +18.08% | +15.62% | -9.38% | -4.81% | 18:51 | 10:34 | 15:59 | 18:19 | 21:11 | 36:02 | 05:12 | 03:51 |
 | Arcane Boots | 114 | 73.08% | 90.9 | 55.26% | +24.31% | +20.60% | -1.69% | -4.97% | 13:58 | 04:22 | 10:17 | 11:49 | 14:46 | 42:16 | 04:29 | 03:19 |
 | Headdress | 72 | 46.15% | 89.4 | 56.94% | +15.27% | +4.17% | -12.50% | -2.08% | 15:17 | -01:29 | 11:31 | 13:43 | 19:32 | 37:44 | 08:01 | 05:56 |
 | Ring of Basilius | 22 | 14.10% | 87.9 | 68.18% | +22.66% | -1.51% | -28.18% | -2.13% | 34:21 | 09:55 | 27:49 | 34:23 | 40:22 | 1:05:07 | 12:33 | 09:17 |
 | Morbid Mask | 22 | 14.10% | 86.4 | 68.18% | +22.66% | +31.82% | -28.18% | -5.99% | 36:25 | 17:46 | 30:21 | 34:23 | 40:22 | 1:05:08 | 10:01 | 07:25 |
 | Boots of Bearing | 5 | 3.21% | 84.8 | 100.00% | +52.98% | 0.00% | 0.00% | 0.00% | 41:01 | 32:13 | 32:13 | 42:08 | 45:45 | 47:15 | 13:32 | 10:01 |
 | Chainmail | 65 | 41.67% | 83.3 | 56.92% | +14.06% | +18.08% | -13.17% | -5.95% | 16:41 | 06:26 | 13:34 | 15:51 | 18:49 | 36:02 | 05:15 | 03:53 |
 | Lotus Orb | 26 | 16.67% | 81.8 | 65.38% | +20.00% | -22.52% | -15.38% | 0.68% | 34:49 | 19:16 | 28:01 | 33:53 | 38:31 | 56:52 | 10:30 | 07:46 |
 | Void Stone | 58 | 37.18% | 80.3 | 56.90% | +13.02% | -16.90% | +0.24% | 1.22% | 28:50 | 11:47 | 21:55 | 26:22 | 35:58 | 1:09:02 | 14:03 | 10:24 |
 | Magic Wand | 138 | 88.46% | 78.8 | 50.72% | +17.39% | -7.86% | -0.72% | 1.40% | 09:02 | 01:04 | 06:10 | 08:32 | 11:15 | 25:58 | 05:05 | 03:45 |
 | Boots of Speed | 156 | 100.00% | 77.3 | 48.72% | +48.72% | +5.13% | -7.69% | -4.42% | 05:38 | -01:29 | 04:19 | 05:54 | 07:13 | 18:50 | 02:54 | 02:08 |
 | Magic Stick | 154 | 98.72% | 75.8 | 48.70% | -1.30% | +10.27% | -6.59% | -2.23% | 04:19 | -01:29 | 00:11 | 03:27 | 07:45 | 25:58 | 07:34 | 05:36 |
 | Fluffy Hat | 106 | 67.95% | 74.2 | 47.17% | -4.83% | +0.98% | +6.68% | 0.50% | 20:25 | 09:00 | 13:46 | 19:03 | 25:05 | 43:34 | 11:19 | 08:22 |
 | Drum of Endurance | 22 | 14.10% | 72.7 | 59.09% | +12.08% | -9.09% | +0.91% | 0.71% | 25:52 | 14:35 | 17:37 | 21:12 | 31:46 | 1:05:14 | 14:09 | 10:28 |
 | Force Staff | 82 | 52.56% | 71.2 | 46.34% | -5.01% | +6.04% | -1.34% | -0.82% | 26:19 | 14:51 | 21:28 | 25:19 | 30:27 | 43:34 | 08:59 | 06:39 |
 | Wind Lace | 69 | 44.23% | 69.7 | 46.38% | -4.19% | +6.56% | +0.68% | -0.53% | 19:01 | 05:33 | 10:29 | 15:43 | 21:39 | 1:13:52 | 11:10 | 08:16 |
 | Aeon Disk | 6 | 3.85% | 68.2 | 83.33% | +36.00% | -33.33% | +16.67% | 3.38% | 46:26 | 33:40 | 34:26 | 37:30 | 49:14 | 1:20:51 | 14:48 | 10:57 |
 | Aghanim's Scepter | 8 | 5.13% | 66.7 | 75.00% | +27.70% | +25.00% | -25.00% | -6.22% | 29:29 | 20:37 | 24:20 | 30:02 | 32:22 | 36:01 | 08:02 | 05:57 |
 | Pipe of Insight | 13 | 8.33% | 65.2 | 61.54% | +13.99% | +5.13% | +5.13% | 0.00% | 32:21 | 18:09 | 22:15 | 31:40 | 39:23 | 56:09 | 17:08 | 12:41 |
 | Hood of Defiance | 13 | 8.33% | 63.6 | 61.54% | +13.99% | +5.13% | +5.13% | 0.00% | 27:32 | 14:02 | 17:07 | 25:29 | 32:33 | 51:54 | 15:26 | 11:25 |
 | Wraith Pact | 13 | 8.33% | 62.1 | 61.54% | +13.99% | +38.46% | +5.13% | -1.89% | 44:00 | 23:07 | 35:59 | 39:51 | 53:37 | 1:06:22 | 17:38 | 13:03 |
 | Aghanim's Shard | 3 | 1.92% | 60.6 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 19:34 | 17:42 | 17:42 | 19:34 | 21:26 | 21:26 | 03:44 | 02:45 |
 | Tranquil Boots | 7 | 4.49% | 59.1 | 71.43% | +23.78% | -21.43% | -21.43% | 0.00% | 36:15 | 12:39 | 16:46 | 42:08 | 45:45 | 51:34 | 28:59 | 21:28 |
 | Wraith Band | 28 | 17.95% | 57.6 | 46.43% | -2.79% | +10.71% | -17.86% | -2.70% | 08:09 | -01:29 | 00:57 | 03:06 | 11:31 | 36:17 | 10:34 | 07:49 |
 | Quelling Blade | 12 | 7.69% | 56.1 | 58.33% | +10.41% | +41.67% | -58.33% | -100.00% | 03:42 | -01:29 | -01:29 | -01:29 | 01:37 | 28:36 | 03:06 | 02:17 |
 | Eul's Scepter of Divinity | 26 | 16.67% | 54.5 | 42.31% | -7.69% | +0.55% | -8.98% | -0.58% | 31:09 | 17:26 | 22:46 | 27:27 | 39:13 | 1:14:15 | 16:27 | 12:11 |
 | Urn of Shadows | 21 | 13.46% | 53.0 | 42.86% | -6.77% | -22.86% | -22.86% | 0.00% | 11:06 | 04:03 | 05:41 | 11:49 | 13:33 | 18:20 | 07:52 | 05:49 |
 | Scythe of Vyse | 7 | 4.49% | 51.5 | 57.14% | +8.82% | -7.14% | +42.86% | 7.28% | 44:50 | 33:20 | 37:26 | 44:16 | 44:18 | 1:09:02 | 06:52 | 05:05 |
 | Dagon | 2 | 1.28% | 50.0 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 36:07 | 33:13 | 33:13 | 39:00 | 39:00 | 39:00 | 05:47 | 04:17 |
 | Dagon (level 5) | 2 | 1.28% | 48.5 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 45:06 | 41:50 | 41:50 | 48:22 | 48:22 | 48:22 | 06:32 | 04:50 |
 | Dagon (level 4) | 2 | 1.28% | 47.0 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 42:52 | 41:50 | 41:50 | 43:54 | 43:54 | 43:54 | 02:04 | 01:31 |
 | Dagon (level 2) | 2 | 1.28% | 45.5 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 38:12 | 35:28 | 35:28 | 40:55 | 40:55 | 40:55 | 05:27 | 04:02 |
 | Dagon (level 3) | 2 | 1.28% | 43.9 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 40:23 | 37:41 | 37:41 | 43:04 | 43:04 | 43:04 | 05:23 | 03:59 |
 | Spirit Vessel | 15 | 9.62% | 42.4 | 40.00% | -9.65% | -15.00% | -15.00% | 0.00% | 19:16 | 15:05 | 18:13 | 18:53 | 20:50 | 22:37 | 02:37 | 01:56 |
 | Crown | 6 | 3.85% | 40.9 | 50.00% | +1.33% | 0.00% | -50.00% | -2.83% | 25:35 | 12:10 | 15:33 | 25:32 | 33:13 | 41:00 | 17:40 | 13:05 |
 | Blink Dagger | 3 | 1.92% | 39.4 | 66.67% | +18.30% | +33.33% | 0.00% | 0.00% | 38:27 | 36:03 | 36:03 | 37:49 | 41:30 | 41:30 | 05:27 | 04:02 |
 | Ghost Scepter | 4 | 2.56% | 37.9 | 50.00% | +1.32% | +50.00% | -50.00% | 0.00% | 38:57 | 29:41 | 29:41 | 36:51 | 37:35 | 51:39 | 07:54 | 05:51 |
 | Orb of Venom | 1 | 0.64% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.64% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.64% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Kaya | 1 | 0.64% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.64% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 3.21% | 28.8 | 40.00% | -9.01% | +60.00% | -40.00% | 0.00% | 51:41 | 35:09 | 35:09 | 57:01 | 57:47 | 59:07 | 22:38 | 16:45 |
 | Veil of Discord | 2 | 1.28% | 27.3 | 50.00% | +1.30% | +50.00% | 0.00% | 0.00% | 16:13 | 13:55 | 13:55 | 18:30 | 18:30 | 18:30 | 04:35 | 03:23 |
 | Dragon Lance | 3 | 1.92% | 25.8 | 33.33% | -15.69% | -33.33% | 0.00% | 0.00% | 29:28 | 19:12 | 19:12 | 30:33 | 38:40 | 38:40 | 19:28 | 14:25 |
 | Black King Bar | 4 | 2.56% | 24.2 | 25.00% | -24.34% | -25.00% | +75.00% | 0.00% | 25:02 | 21:50 | 21:50 | 23:49 | 25:21 | 29:08 | 03:31 | 02:36 |
 | Heaven's Halberd | 4 | 2.56% | 22.7 | 25.00% | -24.34% | -25.00% | -25.00% | 0.00% | 39:18 | 36:17 | 36:17 | 37:09 | 40:24 | 43:21 | 04:07 | 03:02 |
 | Sange | 4 | 2.56% | 21.2 | 25.00% | -24.34% | -25.00% | +75.00% | 0.00% | 36:21 | 33:41 | 33:41 | 35:26 | 36:10 | 40:06 | 02:29 | 01:50 |
 | Blight Stone | 5 | 3.21% | 19.7 | 20.00% | -29.67% | -20.00% | -20.00% | 0.00% | 09:58 | -01:29 | -01:29 | -00:54 | 22:14 | 31:27 | 23:43 | 17:34 |
 | Power Treads | 5 | 3.21% | 18.2 | 20.00% | -29.67% | -20.00% | +80.00% | 0.00% | 13:47 | 07:24 | 07:24 | 08:12 | 12:46 | 32:42 | 05:22 | 03:58 |
 | Solar Crest | 2 | 1.28% | 16.7 | 0.00% | -49.35% | 0.00% | 0.00% | 0.00% | 35:49 | 26:20 | 26:20 | 45:17 | 45:17 | 45:17 | 18:57 | 14:02 |
 | Monkey King Bar | 1 | 0.64% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.64% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 1.28% | 12.1 | 0.00% | -49.35% | 0.00% | 0.00% | 0.00% | 26:51 | 22:14 | 22:14 | 31:27 | 31:27 | 31:27 | 09:13 | 06:49 |
 | Glimmer Cape | 3 | 1.92% | 10.6 | 0.00% | -49.67% | 0.00% | 0.00% | 0.00% | 26:43 | 20:32 | 20:32 | 24:16 | 35:22 | 35:22 | 14:50 | 10:59 |
 | Mjollnir | 2 | 1.28% | 9.1 | 0.00% | -49.35% | 0.00% | 0.00% | 0.00% | 28:55 | 28:54 | 28:54 | 28:56 | 28:56 | 28:56 | 00:02 | 00:01 |
 | Bottle | 1 | 0.64% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 |
 | Javelin | 3 | 1.92% | 6.1 | 0.00% | -49.67% | 0.00% | 0.00% | 0.00% | 11:45 | 09:54 | 09:54 | 12:03 | 13:19 | 13:19 | 03:25 | 02:31 |
 | Wind Waker | 1 | 0.64% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 1:14:15 | 00:00 | 00:00 |
 | Maelstrom | 3 | 1.92% | 3.0 | 0.00% | -49.67% | 0.00% | 0.00% | 0.00% | 15:26 | 14:31 | 14:31 | 14:50 | 16:56 | 16:56 | 02:25 | 01:47 |
 | Crystalys | 1 | 0.64% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |