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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 | |
 | Harpoon | 10 | 19.23% | 100.0 | 90.00% | +42.38% | +10.00% | -40.00% | -7.75% | 20:17 | 15:01 | 15:43 | 19:47 | 22:10 | 29:58 | 06:27 | 04:46 |
 | Diadem | 10 | 19.23% | 98.3 | 90.00% | +42.38% | +10.00% | -40.00% | -14.29% | 18:31 | 13:49 | 15:10 | 16:55 | 18:40 | 29:34 | 03:30 | 02:35 |
 | Blink Dagger | 20 | 38.46% | 96.7 | 70.00% | +23.12% | +10.00% | +10.00% | 0.00% | 30:27 | 18:10 | 20:15 | 29:21 | 36:42 | 50:53 | 16:27 | 12:11 |
 | Echo Sabre | 22 | 42.31% | 95.0 | 68.18% | +21.51% | +31.82% | -8.18% | -16.33% | 15:18 | 11:09 | 12:58 | 13:43 | 15:25 | 42:01 | 02:27 | 01:48 |
 | Quelling Blade | 21 | 40.38% | 93.3 | 66.67% | +18.28% | +33.33% | -26.67% | 0.00% | -00:54 | -01:29 | -01:29 | -01:29 | -01:29 | 08:05 | 00:00 | 00:00 |
 | Magic Stick | 50 | 96.15% | 91.7 | 58.00% | +58.00% | +3.54% | -8.00% | -2.68% | 03:17 | -01:29 | -01:28 | 02:12 | 05:46 | 17:58 | 07:14 | 05:21 |
 | Phase Boots | 25 | 48.08% | 90.0 | 64.00% | +15.85% | +19.33% | -14.00% | -19.23% | 07:23 | 05:04 | 06:19 | 07:13 | 08:03 | 10:06 | 01:44 | 01:17 |
 | Chainmail | 27 | 51.92% | 88.3 | 62.96% | +14.96% | +22.75% | -20.10% | -15.30% | 07:24 | 03:02 | 04:53 | 06:45 | 07:41 | 27:03 | 02:48 | 02:04 |
 | Boots of Speed | 52 | 100.00% | 86.7 | 55.77% | +55.77% | +5.77% | -9.62% | -3.59% | 05:41 | -01:29 | 03:22 | 05:42 | 07:39 | 11:59 | 04:17 | 03:10 |
 | Aghanim's Shard | 22 | 42.31% | 85.0 | 63.64% | +13.64% | +3.03% | +16.36% | 4.54% | 17:36 | 15:00 | 15:24 | 17:02 | 18:20 | 23:31 | 02:56 | 02:10 |
 | Magic Wand | 47 | 90.38% | 83.3 | 55.32% | -4.68% | +11.35% | -21.99% | -5.75% | 08:33 | -01:29 | 04:59 | 08:40 | 10:47 | 28:06 | 05:48 | 04:17 |
 | Ring of Protection | 15 | 28.85% | 81.7 | 66.67% | +15.32% | +8.33% | +8.33% | 0.00% | 07:39 | -01:29 | 03:08 | 05:19 | 08:06 | 36:23 | 04:58 | 03:40 |
 | Linken's Sphere | 6 | 11.54% | 80.0 | 83.33% | +31.16% | -33.33% | +16.67% | 4.48% | 32:40 | 25:43 | 28:06 | 29:41 | 39:16 | 41:28 | 11:10 | 08:16 |
 | Overwhelming Blink | 6 | 11.54% | 78.3 | 83.33% | +31.16% | +16.67% | +16.67% | 0.00% | 44:19 | 35:56 | 37:23 | 43:11 | 50:06 | 51:53 | 12:43 | 09:25 |
 | Arcane Boots | 19 | 36.54% | 76.7 | 57.89% | +3.34% | +2.11% | -17.89% | -2.43% | 17:12 | 08:16 | 12:19 | 18:22 | 20:32 | 32:27 | 08:13 | 06:05 |
 | Lotus Orb | 3 | 5.77% | 75.0 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% | 30:39 | 28:17 | 28:17 | 28:24 | 35:16 | 35:16 | 06:59 | 05:10 |
 | Yasha | 3 | 5.77% | 73.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% | 28:37 | 21:59 | 21:59 | 29:34 | 34:18 | 34:18 | 12:19 | 09:07 |
 | Sange | 11 | 21.15% | 71.7 | 63.64% | +9.98% | +36.36% | -30.31% | -13.25% | 29:39 | 19:13 | 24:20 | 26:37 | 29:22 | 54:19 | 05:02 | 03:43 |
 | Soul Ring | 11 | 21.15% | 70.0 | 63.64% | +9.98% | -30.31% | +36.36% | 23.26% | 07:21 | 03:46 | 04:53 | 07:25 | 07:45 | 12:22 | 02:52 | 02:07 |
 | Void Stone | 9 | 17.31% | 68.3 | 66.67% | +13.18% | +33.33% | +33.33% | 0.00% | 24:55 | 13:00 | 17:55 | 26:46 | 27:42 | 34:38 | 09:47 | 07:14 |
 | Bracer | 9 | 17.31% | 66.7 | 66.67% | +13.18% | +33.33% | -16.67% | -21.43% | 03:31 | 01:45 | 02:01 | 02:34 | 04:21 | 08:11 | 02:20 | 01:43 |
 | Cornucopia | 5 | 9.62% | 65.0 | 80.00% | +26.81% | +20.00% | +20.00% | 0.00% | 32:48 | 25:29 | 25:29 | 31:02 | 39:16 | 40:19 | 13:47 | 10:12 |
 | Bottle | 12 | 23.08% | 63.3 | 58.33% | +3.33% | +8.34% | +8.34% | 0.00% | 01:33 | 01:12 | 01:19 | 01:28 | 01:45 | 02:01 | 00:26 | 00:19 |
 | Fluffy Hat | 15 | 28.85% | 61.7 | 53.33% | -3.43% | +21.67% | -3.33% | -1.93% | 22:11 | 04:09 | 13:12 | 18:17 | 26:10 | 58:10 | 12:58 | 09:36 |
 | Wind Lace | 24 | 46.15% | 60.0 | 45.83% | -18.46% | +20.84% | +4.17% | -2.63% | 10:27 | -01:29 | 06:23 | 09:26 | 12:44 | 32:46 | 06:21 | 04:42 |
 | Black King Bar | 11 | 21.15% | 58.3 | 54.55% | -1.55% | +45.45% | -21.22% | -21.05% | 27:48 | 21:44 | 25:49 | 26:36 | 28:59 | 34:48 | 03:10 | 02:20 |
 | Aeon Disk | 6 | 11.54% | 56.7 | 66.67% | +12.32% | -16.67% | +33.33% | 3.30% | 37:12 | 25:52 | 29:27 | 37:38 | 44:37 | 44:57 | 15:10 | 11:14 |
 | Aether Lens | 6 | 11.54% | 55.0 | 66.67% | +12.32% | +33.33% | -66.67% | -10.45% | 23:28 | 15:56 | 18:10 | 23:28 | 27:44 | 28:23 | 09:34 | 07:05 |
 | Force Staff | 12 | 23.08% | 53.3 | 50.00% | -7.50% | +50.00% | -16.67% | -4.77% | 35:59 | 17:41 | 27:54 | 32:01 | 41:53 | 58:10 | 13:59 | 10:21 |
 | Manta Style | 2 | 3.85% | 51.7 | 100.00% | +46.00% | 0.00% | 0.00% | 0.00% | 34:04 | 30:55 | 30:55 | 37:13 | 37:13 | 37:13 | 06:18 | 04:40 |
 | Heaven's Halberd | 7 | 13.46% | 50.0 | 57.14% | +1.58% | -57.14% | -7.14% | 50.00% | 36:20 | 29:22 | 30:47 | 31:34 | 31:46 | 54:50 | 00:59 | 00:43 |
 | Tranquil Boots | 9 | 17.31% | 48.3 | 44.44% | -13.70% | +5.56% | +5.56% | 0.00% | 23:05 | 11:46 | 14:50 | 20:47 | 29:21 | 44:52 | 14:31 | 10:45 |
 | Ring of Health | 10 | 19.23% | 46.7 | 40.00% | -19.52% | -6.67% | +10.00% | 0.83% | 19:56 | 03:03 | 06:15 | 18:11 | 26:13 | 52:48 | 19:58 | 14:47 |
 | Drum of Endurance | 7 | 13.46% | 45.0 | 42.86% | -14.92% | -42.86% | +7.14% | 12.77% | 29:03 | 18:52 | 19:07 | 21:50 | 23:02 | 55:51 | 03:55 | 02:54 |
 | Pipe of Insight | 4 | 7.69% | 43.3 | 50.00% | -6.25% | +50.00% | -50.00% | 0.00% | 20:47 | 16:50 | 16:50 | 17:31 | 22:46 | 25:59 | 05:56 | 04:23 |
 | Medallion of Courage | 1 | 1.92% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.92% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Radiance | 1 | 1.92% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.92% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.92% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.92% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.92% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.92% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:45 | 43:45 | 43:45 | 43:45 | 43:45 | 43:45 | 00:00 | 00:00 |
 | Headdress | 5 | 9.62% | 28.3 | 40.00% | -17.45% | -40.00% | -40.00% | 0.00% | 15:53 | 10:41 | 10:41 | 15:25 | 16:34 | 25:51 | 05:53 | 04:21 |
 | Glimmer Cape | 2 | 3.85% | 26.7 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 44:17 | 30:28 | 30:28 | 58:06 | 58:06 | 58:06 | 27:38 | 20:28 |
 | Boots of Bearing | 2 | 3.85% | 25.0 | 50.00% | -6.00% | -50.00% | 0.00% | 0.00% | 48:09 | 37:32 | 37:32 | 58:46 | 58:46 | 58:46 | 21:14 | 15:43 |
 | Kaya and Sange | 2 | 3.85% | 23.3 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 30:42 | 24:20 | 24:20 | 37:04 | 37:04 | 37:04 | 12:44 | 09:25 |
 | Buckler | 2 | 3.85% | 21.7 | 50.00% | -6.00% | -50.00% | 0.00% | 0.00% | 26:37 | 16:51 | 16:51 | 36:23 | 36:23 | 36:23 | 19:32 | 14:28 |
 | Kaya | 2 | 3.85% | 20.0 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 29:21 | 21:42 | 21:42 | 37:00 | 37:00 | 37:00 | 15:18 | 11:20 |
 | Crimson Guard | 3 | 5.77% | 18.3 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 28:47 | 23:59 | 23:59 | 24:14 | 38:07 | 38:07 | 14:08 | 10:28 |
 | Helm of Iron Will | 4 | 7.69% | 16.7 | 25.00% | -33.33% | -25.00% | -25.00% | 0.00% | 29:52 | 16:51 | 16:51 | 21:26 | 38:01 | 43:11 | 21:10 | 15:40 |
 | Vanguard | 5 | 9.62% | 15.0 | 20.00% | -39.57% | -20.00% | -20.00% | 0.00% | 19:11 | 05:53 | 05:53 | 07:47 | 23:10 | 52:48 | 17:17 | 12:48 |
 | Hand of Midas | 1 | 1.92% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 3.85% | 11.7 | 0.00% | -58.00% | 0.00% | 0.00% | 0.00% | -01:30 | -01:30 | -01:30 | -01:29 | -01:29 | -01:29 | 00:01 | 00:00 |
 | Skull Basher | 1 | 1.92% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.92% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.92% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.92% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.92% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.92% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |