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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 Protection | 26 | 65.00% | 100.0 | 65.38% | +29.67% | -8.24% | +1.29% | 1.03% | 13:48 | -01:29 | 09:06 | 14:56 | 18:20 | 32:40 | 09:14 | 06:50 |
 | Buckler | 22 | 55.00% | 98.4 | 63.64% | +19.20% | +19.69% | -3.64% | -3.70% | 20:15 | 12:16 | 15:26 | 16:57 | 21:44 | 44:01 | 06:18 | 04:40 |
 | Quelling Blade | 26 | 65.00% | 96.8 | 61.54% | +18.68% | -18.68% | +5.13% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:16 | 00:00 | 00:00 |
 | Magic Stick | 28 | 70.00% | 95.2 | 60.71% | +19.04% | -3.57% | -3.57% | 0.00% | 06:12 | -01:29 | -01:29 | 07:00 | 10:16 | 20:49 | 11:45 | 08:42 |
 | Hood of Defiance | 13 | 32.50% | 93.5 | 69.23% | +21.08% | -35.90% | +30.77% | 7.66% | 16:29 | 07:17 | 11:43 | 16:49 | 20:25 | 25:36 | 08:42 | 06:26 |
 | Void Stone | 13 | 32.50% | 91.9 | 69.23% | +21.08% | +30.77% | -2.56% | -3.79% | 30:27 | 19:03 | 25:17 | 29:19 | 34:04 | 49:48 | 08:47 | 06:30 |
 | Boots of Speed | 40 | 100.00% | 90.3 | 55.00% | +55.00% | +25.00% | -15.00% | -13.26% | 05:55 | 02:02 | 04:09 | 05:52 | 07:10 | 10:11 | 03:01 | 02:14 |
 | Arcane Boots | 34 | 85.00% | 88.7 | 55.88% | +5.88% | +21.90% | -30.88% | -25.75% | 08:30 | 03:58 | 07:21 | 08:46 | 09:24 | 15:26 | 02:03 | 01:31 |
 | Headdress | 32 | 80.00% | 87.1 | 56.25% | +6.25% | +6.25% | -6.25% | -2.63% | 13:43 | 06:50 | 11:25 | 12:26 | 16:10 | 21:46 | 04:45 | 03:31 |
 | Vanguard | 26 | 65.00% | 85.5 | 57.69% | +7.69% | +28.02% | -41.02% | -34.81% | 08:11 | 04:14 | 05:34 | 06:10 | 07:33 | 36:03 | 01:59 | 01:28 |
 | Pipe of Insight | 24 | 60.00% | 83.9 | 58.33% | +8.33% | -25.00% | +8.34% | 7.44% | 20:36 | 12:15 | 18:27 | 20:09 | 22:56 | 28:06 | 04:29 | 03:19 |
 | Guardian Greaves | 18 | 45.00% | 82.3 | 61.11% | +11.11% | -1.11% | -11.11% | -1.50% | 19:54 | 14:50 | 17:08 | 17:46 | 23:49 | 27:32 | 06:41 | 04:57 |
 | Magic Wand | 30 | 75.00% | 80.6 | 53.33% | -6.67% | -28.33% | -24.76% | 0.56% | 07:56 | -01:29 | 05:02 | 08:20 | 11:26 | 14:45 | 06:24 | 04:44 |
 | Ring of Health | 33 | 82.50% | 79.0 | 51.52% | -19.91% | +23.48% | -14.02% | -24.19% | 06:07 | 01:47 | 02:35 | 03:20 | 04:08 | 33:56 | 01:33 | 01:08 |
 | Morbid Mask | 3 | 7.50% | 77.4 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 27:00 | 24:48 | 24:48 | 26:14 | 29:57 | 29:57 | 05:09 | 03:48 |
 | Ring of Basilius | 3 | 7.50% | 75.8 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 26:41 | 24:48 | 24:48 | 25:18 | 29:57 | 29:57 | 05:09 | 03:48 |
 | Vladmir's Offering | 3 | 7.50% | 74.2 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 27:36 | 25:45 | 25:45 | 27:06 | 29:57 | 29:57 | 04:12 | 03:06 |
 | Shiva's Guard | 3 | 7.50% | 72.6 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 36:35 | 32:30 | 32:30 | 35:40 | 41:34 | 41:34 | 09:04 | 06:42 |
 | Chainmail | 22 | 55.00% | 71.0 | 54.55% | -1.01% | +28.78% | -14.55% | -9.49% | 14:07 | 06:16 | 10:43 | 12:20 | 15:17 | 39:15 | 04:34 | 03:22 |
 | Black King Bar | 13 | 32.50% | 69.4 | 61.54% | +9.69% | +5.13% | -28.21% | -2.28% | 28:58 | 21:51 | 21:54 | 25:01 | 36:32 | 40:52 | 14:38 | 10:50 |
 | Mekansm | 20 | 50.00% | 67.7 | 55.00% | 0.00% | -15.00% | -15.00% | 0.00% | 14:30 | 08:53 | 12:28 | 13:02 | 15:03 | 21:34 | 02:35 | 01:54 |
 | Crimson Guard | 11 | 27.50% | 66.1 | 63.64% | +11.92% | +36.36% | -30.31% | -8.40% | 17:52 | 11:36 | 13:12 | 15:23 | 21:08 | 31:05 | 07:56 | 05:52 |
 | Helm of Iron Will | 11 | 27.50% | 64.5 | 63.64% | +11.92% | +36.36% | -30.31% | -6.56% | 15:56 | 09:03 | 10:34 | 12:57 | 20:44 | 28:28 | 10:10 | 07:31 |
 | Rod of Atos | 18 | 45.00% | 62.9 | 55.56% | +1.01% | +4.44% | -30.56% | -8.24% | 15:16 | 09:28 | 12:57 | 13:33 | 17:12 | 26:13 | 04:15 | 03:08 |
 | Crown | 18 | 45.00% | 61.3 | 55.56% | +1.01% | +4.44% | -30.56% | -7.92% | 11:23 | 04:58 | 07:40 | 10:26 | 12:05 | 26:13 | 04:25 | 03:16 |
 | Heaven's Halberd | 7 | 17.50% | 59.7 | 71.43% | +19.91% | +28.57% | +28.57% | 0.00% | 30:30 | 22:38 | 25:07 | 32:07 | 34:22 | 38:02 | 09:15 | 06:51 |
 | Assault Cuirass | 5 | 12.50% | 58.1 | 80.00% | +28.57% | +20.00% | +20.00% | 0.00% | 36:30 | 33:17 | 33:17 | 33:58 | 37:05 | 44:21 | 03:48 | 02:48 |
 | Lotus Orb | 10 | 25.00% | 56.5 | 60.00% | +6.67% | +40.00% | +40.00% | 0.00% | 31:08 | 19:11 | 26:55 | 30:15 | 34:41 | 42:39 | 07:46 | 05:45 |
 | Sange | 11 | 27.50% | 54.8 | 54.55% | -0.62% | +12.12% | +12.12% | 0.00% | 31:02 | 19:16 | 22:19 | 31:41 | 34:33 | 43:25 | 12:14 | 09:03 |
 | Soul Ring | 6 | 15.00% | 53.2 | 66.67% | +13.73% | -16.67% | -66.67% | -8.17% | 12:59 | 07:41 | 09:34 | 11:26 | 15:41 | 18:05 | 06:07 | 04:31 |
 | Bottle | 6 | 15.00% | 51.6 | 66.67% | +13.73% | -16.67% | +33.33% | 50.00% | 01:27 | 01:10 | 01:15 | 01:30 | 01:37 | 01:40 | 00:22 | 00:16 |
 | Wind Lace | 9 | 22.50% | 50.0 | 55.56% | +0.72% | -5.56% | -55.56% | -4.53% | 16:26 | 07:12 | 10:36 | 14:26 | 21:38 | 27:57 | 11:02 | 08:10 |
 | Aghanim's Shard | 12 | 30.00% | 48.4 | 50.00% | -7.14% | +50.00% | -16.67% | -4.73% | 26:36 | 17:32 | 19:36 | 24:21 | 33:42 | 34:47 | 14:06 | 10:26 |
 | Octarine Core | 2 | 5.00% | 46.8 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 34:11 | 29:48 | 29:48 | 38:33 | 38:33 | 38:33 | 08:45 | 06:28 |
 | Aether Lens | 2 | 5.00% | 45.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 38:43 | 26:36 | 26:36 | 50:50 | 50:50 | 50:50 | 24:14 | 17:57 |
 | Gleipnir | 2 | 5.00% | 43.5 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 44:46 | 41:09 | 41:09 | 48:22 | 48:22 | 48:22 | 07:13 | 05:20 |
 | Maelstrom | 2 | 5.00% | 41.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 43:56 | 39:48 | 39:48 | 48:04 | 48:04 | 48:04 | 08:16 | 06:07 |
 | Aghanim's Scepter | 2 | 5.00% | 40.3 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 40:13 | 26:51 | 26:51 | 53:35 | 53:35 | 53:35 | 26:44 | 19:48 |
 | Javelin | 2 | 5.00% | 38.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 43:56 | 39:48 | 39:48 | 48:04 | 48:04 | 48:04 | 08:16 | 06:07 |
 | Power Treads | 5 | 12.50% | 37.1 | 60.00% | +5.71% | +40.00% | +40.00% | 0.00% | 06:16 | 05:43 | 05:43 | 06:26 | 06:42 | 06:43 | 00:59 | 00:43 |
 | Blink Dagger | 5 | 12.50% | 35.5 | 60.00% | +5.71% | +40.00% | +40.00% | 0.00% | 32:38 | 27:58 | 27:58 | 33:00 | 33:10 | 38:00 | 05:12 | 03:51 |
 | Scythe of Vyse | 3 | 7.50% | 33.9 | 66.67% | +12.62% | +33.33% | 0.00% | 0.00% | 35:04 | 29:55 | 29:55 | 33:00 | 42:18 | 42:18 | 12:23 | 09:10 |
 | Bracer | 4 | 10.00% | 32.3 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 04:42 | 01:20 | 01:20 | 01:30 | 04:39 | 11:20 | 03:19 | 02:27 |
 | Fluffy Hat | 4 | 10.00% | 30.6 | 50.00% | -5.56% | +50.00% | -50.00% | 0.00% | 19:35 | 05:47 | 05:47 | 20:05 | 25:12 | 27:16 | 19:25 | 14:22 |
 | Boots of Travel 2 | 1 | 2.50% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.50% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |
 | Diadem | 1 | 2.50% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Harpoon | 1 | 2.50% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.50% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.50% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.50% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.50% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.50% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.50% | 14.5 | 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 |
 | Echo Sabre | 1 | 2.50% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Wraith Band | 6 | 15.00% | 11.3 | 33.33% | -25.49% | -33.33% | +66.67% | 100.00% | 02:14 | -01:29 | -01:29 | 01:25 | 02:20 | 11:06 | 03:49 | 02:49 |
 | Skull Basher | 2 | 5.00% | 9.7 | 50.00% | -5.26% | +50.00% | 0.00% | 0.00% | 27:13 | 25:55 | 25:55 | 28:30 | 28:30 | 28:30 | 02:35 | 01:54 |
 | Force Staff | 3 | 7.50% | 8.1 | 33.33% | -23.43% | +66.67% | 0.00% | 0.00% | 29:34 | 25:12 | 25:12 | 27:37 | 35:54 | 35:54 | 10:42 | 07:55 |
 | Kaya and Sange | 1 | 2.50% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.50% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:30 | 41:30 | 41:30 | 41:30 | 41:30 | 41:30 | 00:00 | 00:00 |
 | Radiance | 1 | 2.50% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.50% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 00:00 | 00:00 |