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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 | |
 | Eul's Scepter of Divinity | 38 | 21.71% | 100.0 | 73.68% | +26.96% | -3.68% | +15.21% | 3.15% | 25:40 | 16:03 | 21:44 | 24:02 | 27:44 | 52:02 | 06:00 | 04:26 |
 | Void Stone | 54 | 30.86% | 98.3 | 66.67% | +20.39% | -16.67% | -5.13% | 1.00% | 23:36 | 09:52 | 15:56 | 19:48 | 27:30 | 56:43 | 11:34 | 08:34 |
 | Aghanim's Scepter | 23 | 13.14% | 96.6 | 73.91% | +24.57% | -23.91% | +9.42% | 4.40% | 36:14 | 24:20 | 32:00 | 36:19 | 39:34 | 54:58 | 07:34 | 05:36 |
 | Soul Ring | 6 | 3.43% | 94.8 | 100.00% | +49.11% | 0.00% | 0.00% | 0.00% | 09:53 | 06:31 | 07:31 | 08:14 | 10:10 | 17:03 | 02:39 | 01:57 |
 | Aghanim's Shard | 19 | 10.86% | 93.1 | 73.68% | +23.68% | +26.32% | -33.68% | -5.94% | 37:10 | 24:00 | 27:49 | 35:16 | 37:55 | 55:13 | 10:06 | 07:28 |
 | Magic Wand | 130 | 74.29% | 91.4 | 54.62% | +7.95% | +5.99% | +4.76% | -0.17% | 11:32 | -01:29 | 07:18 | 10:13 | 14:27 | 28:22 | 07:09 | 05:17 |
 | Magic Stick | 168 | 96.00% | 89.7 | 52.98% | +10.12% | +11.31% | -2.98% | -2.24% | 04:41 | -01:29 | 01:42 | 04:16 | 08:04 | 22:22 | 06:22 | 04:42 |
 | Ring of Protection | 112 | 64.00% | 87.9 | 54.46% | +5.25% | -4.46% | -8.03% | -0.58% | 04:58 | -01:29 | -01:28 | 04:19 | 07:37 | 37:16 | 09:05 | 06:43 |
 | Spirit Vessel | 60 | 34.29% | 86.2 | 58.33% | +8.76% | +21.67% | -25.00% | -9.89% | 20:03 | 06:26 | 17:28 | 20:07 | 22:11 | 39:26 | 04:43 | 03:29 |
 | Wind Lace | 98 | 56.00% | 84.5 | 55.10% | +5.75% | -19.10% | +7.40% | 2.56% | 12:36 | -01:29 | 06:33 | 10:25 | 16:55 | 48:32 | 10:22 | 07:40 |
 | Black King Bar | 67 | 38.29% | 82.8 | 56.72% | +6.72% | +7.99% | -27.31% | -4.17% | 30:00 | 16:43 | 25:35 | 29:15 | 34:03 | 49:47 | 08:28 | 06:16 |
 | Urn of Shadows | 101 | 57.71% | 81.0 | 53.47% | +2.12% | +14.53% | -13.47% | -6.04% | 07:26 | 02:48 | 04:55 | 06:39 | 09:33 | 15:38 | 04:38 | 03:25 |
 | Boots of Speed | 165 | 94.29% | 79.3 | 50.91% | -29.09% | -4.57% | -2.13% | 0.36% | 05:59 | -01:29 | 02:49 | 06:28 | 09:31 | 25:12 | 06:42 | 04:57 |
 | Ghost Scepter | 19 | 10.86% | 77.6 | 68.42% | +17.78% | +31.58% | +31.58% | 0.00% | 31:16 | 15:17 | 26:24 | 31:13 | 35:32 | 45:37 | 09:08 | 06:45 |
 | Tranquil Boots | 65 | 37.14% | 75.9 | 53.85% | +2.03% | -22.60% | +8.65% | 5.65% | 12:20 | 04:01 | 07:16 | 10:35 | 12:48 | 48:48 | 05:32 | 04:05 |
 | Ring of Basilius | 30 | 17.14% | 74.1 | 60.00% | +8.97% | +2.50% | -2.86% | -0.37% | 15:15 | 02:16 | 07:10 | 10:14 | 21:39 | 38:34 | 14:29 | 10:43 |
 | Veil of Discord | 23 | 13.14% | 72.4 | 60.87% | +9.55% | +5.80% | -44.20% | -10.68% | 16:41 | 11:28 | 13:11 | 15:22 | 17:52 | 38:34 | 04:41 | 03:28 |
 | Orb of Venom | 35 | 20.00% | 70.7 | 51.43% | -1.43% | +4.13% | +15.24% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 11:53 | 00:00 | 00:00 |
 | Kaya | 10 | 5.71% | 69.0 | 70.00% | +18.48% | -36.67% | +30.00% | 15.21% | 29:58 | 23:39 | 26:39 | 29:02 | 31:02 | 39:22 | 04:23 | 03:14 |
 | Crown | 26 | 14.86% | 67.2 | 53.85% | +1.50% | +3.29% | -20.52% | -5.93% | 13:38 | 07:53 | 10:13 | 12:13 | 14:14 | 38:34 | 04:01 | 02:58 |
 | Quelling Blade | 20 | 11.43% | 65.5 | 55.00% | +2.74% | +5.00% | +5.00% | 0.00% | 03:58 | -01:29 | -01:29 | -01:29 | -01:16 | 30:42 | 00:13 | 00:09 |
 | Ring of Health | 11 | 6.29% | 63.8 | 63.64% | +11.81% | -30.31% | +3.03% | 1.79% | 30:59 | 14:59 | 19:37 | 28:27 | 38:14 | 47:55 | 18:37 | 13:47 |
 | Blink Dagger | 3 | 1.71% | 62.1 | 100.00% | +48.26% | 0.00% | 0.00% | 0.00% | 39:39 | 32:22 | 32:22 | 42:18 | 44:18 | 44:18 | 11:56 | 08:50 |
 | Bracer | 12 | 6.86% | 60.3 | 58.33% | +6.18% | +41.67% | +8.34% | -2.09% | 11:44 | -01:29 | 01:48 | 12:59 | 17:43 | 25:39 | 15:55 | 11:47 |
 | Arcane Boots | 8 | 4.57% | 58.6 | 62.50% | +10.40% | -62.50% | +37.50% | 4.55% | 23:01 | 06:54 | 09:02 | 20:20 | 31:00 | 39:23 | 21:58 | 16:16 |
 | Hood of Defiance | 4 | 2.29% | 56.9 | 75.00% | +22.95% | -75.00% | +25.00% | 0.00% | 26:05 | 19:10 | 19:10 | 20:04 | 23:31 | 41:35 | 04:21 | 03:13 |
 | Vladmir's Offering | 4 | 2.29% | 55.2 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 34:50 | 31:27 | 31:27 | 34:03 | 36:33 | 37:16 | 05:06 | 03:46 |
 | Kaya and Sange | 4 | 2.29% | 53.4 | 75.00% | +22.95% | +25.00% | +25.00% | 0.00% | 30:39 | 26:32 | 26:32 | 28:23 | 32:18 | 35:21 | 05:46 | 04:16 |
 | Morbid Mask | 4 | 2.29% | 51.7 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 34:31 | 30:44 | 30:44 | 33:47 | 36:16 | 37:16 | 05:32 | 04:05 |
 | Fluffy Hat | 10 | 5.71% | 50.0 | 50.00% | -2.73% | +16.67% | 0.00% | -2.36% | 19:04 | 02:13 | 13:58 | 15:51 | 21:01 | 36:23 | 07:03 | 05:13 |
 | Wraith Pact | 2 | 1.14% | 48.3 | 100.00% | +47.98% | 0.00% | 0.00% | 0.00% | 35:35 | 31:56 | 31:56 | 39:14 | 39:14 | 39:14 | 07:18 | 05:24 |
 | Bottle | 11 | 6.29% | 46.6 | 45.45% | -7.60% | -12.12% | +21.22% | 33.34% | 01:36 | 01:11 | 01:21 | 01:38 | 01:40 | 02:02 | 00:19 | 00:14 |
 | Sange | 8 | 4.57% | 44.8 | 50.00% | -2.69% | 0.00% | -50.00% | -5.18% | 27:49 | 16:26 | 22:39 | 27:57 | 32:18 | 35:48 | 09:39 | 07:08 |
 | Lotus Orb | 6 | 3.43% | 43.1 | 50.00% | -2.66% | 0.00% | -50.00% | 0.00% | 35:03 | 27:53 | 28:23 | 32:48 | 40:03 | 48:13 | 11:40 | 08:38 |
 | Aeon Disk | 6 | 3.43% | 41.4 | 50.00% | -2.66% | 0.00% | -50.00% | 0.00% | 46:33 | 36:11 | 39:51 | 42:58 | 56:15 | 56:16 | 16:24 | 12:08 |
 | Buckler | 6 | 3.43% | 39.7 | 50.00% | -2.66% | 0.00% | -50.00% | 0.00% | 27:59 | -01:28 | 30:44 | 31:20 | 36:16 | 37:16 | 05:32 | 04:05 |
 | Force Staff | 4 | 2.29% | 37.9 | 50.00% | -2.63% | -50.00% | +50.00% | 0.00% | 29:37 | 22:12 | 22:12 | 27:11 | 32:41 | 36:23 | 10:29 | 07:45 |
 | Linken's Sphere | 1 | 0.57% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.57% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.57% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:50 | 41:50 | 41:50 | 41:50 | 41:50 | 41:50 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.57% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.57% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.57% | 27.6 | 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 |
 | Scythe of Vyse | 2 | 1.14% | 25.9 | 50.00% | -2.60% | +50.00% | 0.00% | 0.00% | 49:21 | 47:32 | 47:32 | 51:10 | 51:10 | 51:10 | 03:38 | 02:41 |
 | Ethereal Blade | 2 | 1.14% | 24.1 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 36:23 | 29:26 | 29:26 | 43:20 | 43:20 | 43:20 | 13:54 | 10:17 |
 | Heaven's Halberd | 2 | 1.14% | 22.4 | 50.00% | -2.60% | -50.00% | 0.00% | 0.00% | 30:12 | 26:18 | 26:18 | 34:05 | 34:05 | 34:05 | 07:47 | 05:45 |
 | Aether Lens | 3 | 1.71% | 20.7 | 33.33% | -19.58% | +66.67% | 0.00% | 0.00% | 45:47 | 29:40 | 29:40 | 50:42 | 56:59 | 56:59 | 27:19 | 20:14 |
 | Null Talisman | 3 | 1.71% | 19.0 | 33.33% | -19.58% | -33.33% | 0.00% | 0.00% | 29:05 | 26:31 | 26:31 | 27:38 | 33:07 | 33:07 | 06:36 | 04:53 |
 | Power Treads | 4 | 2.29% | 17.2 | 25.00% | -28.22% | -25.00% | -25.00% | 0.00% | 08:09 | 06:38 | 06:38 | 06:57 | 07:00 | 11:59 | 00:22 | 00:16 |
 | Headdress | 4 | 2.29% | 15.5 | 25.00% | -28.22% | -25.00% | +75.00% | 0.00% | 20:05 | 05:40 | 05:40 | 12:32 | 21:32 | 40:34 | 15:52 | 11:45 |
 | Nullifier | 1 | 0.57% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 1.14% | 12.1 | 0.00% | -53.18% | 0.00% | 0.00% | 0.00% | 26:34 | 21:40 | 21:40 | 31:28 | 31:28 | 31:28 | 09:48 | 07:15 |
 | Drum of Endurance | 1 | 0.57% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Helm of the Dominator | 2 | 1.14% | 8.6 | 0.00% | -53.18% | 0.00% | 0.00% | 0.00% | 22:59 | 20:03 | 20:03 | 25:55 | 25:55 | 25:55 | 05:52 | 04:20 |
 | Blade Mail | 1 | 0.57% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 00:00 | 00:00 |
 | Chainmail | 3 | 1.71% | 5.2 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 11:35 | 08:29 | 08:29 | 12:25 | 13:52 | 13:52 | 05:23 | 03:59 |
 | Helm of Iron Will | 3 | 1.71% | 3.4 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 27:46 | 15:56 | 15:56 | 19:26 | 47:55 | 47:55 | 31:59 | 23:41 |
 | Mekansm | 2 | 1.14% | 1.7 | 0.00% | -53.18% | 0.00% | 0.00% | 0.00% | 14:05 | 11:03 | 11:03 | 17:07 | 17:07 | 17:07 | 06:04 | 04:29 |