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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 | |
 | Aghanim's Shard | 5 | 8.47% | 100.0 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 19:33 | 15:02 | 15:02 | 20:17 | 21:36 | 25:49 | 06:34 | 04:51 |
 | Headdress | 10 | 16.95% | 98.1 | 80.00% | +35.10% | -46.67% | +20.00% | 4.72% | 23:17 | 14:29 | 15:46 | 20:13 | 29:54 | 36:18 | 14:08 | 10:28 |
 | Pipe of Insight | 4 | 6.78% | 96.2 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 24:29 | 21:15 | 21:15 | 23:10 | 24:30 | 29:00 | 03:15 | 02:24 |
 | Dragon Lance | 35 | 59.32% | 94.2 | 57.14% | +15.47% | +9.53% | +20.64% | 1.73% | 23:45 | 12:43 | 20:14 | 23:02 | 26:40 | 34:40 | 06:26 | 04:45 |
 | Magic Stick | 58 | 98.31% | 92.3 | 51.72% | +51.72% | +8.28% | +5.42% | -0.39% | 04:43 | -01:29 | 01:09 | 04:09 | 08:27 | 13:09 | 07:18 | 05:24 |
 | Magic Wand | 58 | 98.31% | 90.4 | 51.72% | +51.72% | +1.61% | -1.72% | -0.90% | 08:21 | 01:44 | 06:09 | 08:15 | 09:52 | 15:05 | 03:43 | 02:45 |
 | Boots of Speed | 59 | 100.00% | 88.5 | 50.85% | +50.85% | +2.48% | -10.85% | -4.21% | 06:51 | -01:29 | 04:41 | 06:06 | 07:51 | 25:23 | 03:10 | 02:20 |
 | Fluffy Hat | 55 | 93.22% | 86.5 | 50.91% | +0.91% | +13.38% | -15.20% | -2.93% | 12:14 | -01:29 | 06:30 | 11:30 | 16:15 | 36:06 | 09:45 | 07:13 |
 | Buckler | 8 | 13.56% | 84.6 | 75.00% | +27.94% | -25.00% | -25.00% | 0.00% | 29:50 | 13:44 | 24:35 | 27:58 | 36:25 | 42:56 | 11:50 | 08:45 |
 | Drum of Endurance | 10 | 16.95% | 82.7 | 70.00% | +23.06% | -3.33% | -20.00% | -2.27% | 20:20 | 13:56 | 16:16 | 18:45 | 23:37 | 29:25 | 07:21 | 05:26 |
 | Power Treads | 38 | 64.41% | 80.8 | 50.00% | -2.38% | +10.00% | +5.56% | -0.61% | 16:26 | 07:31 | 11:44 | 12:58 | 19:01 | 44:18 | 07:17 | 05:23 |
 | Force Staff | 43 | 72.88% | 78.8 | 48.84% | -7.41% | +5.71% | -12.48% | -2.35% | 23:32 | 15:02 | 18:33 | 22:36 | 26:17 | 36:06 | 07:44 | 05:43 |
 | Hurricane Pike | 23 | 38.98% | 76.9 | 52.17% | +2.17% | +31.16% | -18.84% | -7.13% | 28:08 | 19:38 | 24:50 | 26:29 | 31:51 | 36:08 | 07:01 | 05:11 |
 | Holy Locket | 7 | 11.86% | 75.0 | 71.43% | +23.35% | -21.43% | +28.57% | 4.20% | 26:42 | 18:14 | 18:32 | 26:14 | 30:26 | 37:10 | 11:54 | 08:48 |
 | Hood of Defiance | 5 | 8.47% | 73.1 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 21:19 | 16:29 | 16:29 | 21:07 | 24:49 | 27:01 | 08:20 | 06:10 |
 | Black King Bar | 5 | 8.47% | 71.2 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 38:01 | 29:49 | 29:49 | 40:15 | 41:59 | 47:12 | 12:10 | 09:00 |
 | Vladmir's Offering | 5 | 8.47% | 69.2 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 33:42 | 26:04 | 26:04 | 36:25 | 36:25 | 42:58 | 10:21 | 07:40 |
 | Ring of Basilius | 5 | 8.47% | 67.3 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 33:15 | 24:36 | 24:36 | 36:25 | 36:25 | 42:57 | 11:49 | 08:45 |
 | Morbid Mask | 5 | 8.47% | 65.4 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 33:31 | 25:52 | 25:52 | 36:25 | 36:25 | 42:57 | 10:33 | 07:48 |
 | Ring of Health | 12 | 20.34% | 63.5 | 58.33% | +9.39% | +8.34% | +8.34% | 0.00% | 29:30 | 16:29 | 18:56 | 26:49 | 35:44 | 42:11 | 16:48 | 12:26 |
 | Blight Stone | 23 | 38.98% | 61.5 | 47.83% | -4.95% | +2.17% | +2.17% | 0.00% | 01:06 | -01:30 | -01:29 | -01:29 | -01:29 | 26:56 | 00:00 | 00:00 |
 | Wind Lace | 15 | 25.42% | 59.6 | 53.33% | +3.33% | -28.33% | -28.33% | 0.00% | 16:41 | -01:29 | 09:27 | 15:59 | 23:17 | 33:40 | 13:50 | 10:14 |
 | Ring of Protection | 10 | 16.95% | 57.7 | 60.00% | +11.02% | -60.00% | -10.00% | 1.55% | 22:10 | -01:29 | 04:04 | 25:52 | 36:25 | 42:56 | 32:21 | 23:57 |
 | Void Stone | 9 | 15.25% | 55.8 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 34:46 | 18:12 | 20:45 | 35:42 | 38:41 | 47:53 | 17:56 | 13:17 |
 | Tranquil Boots | 4 | 6.78% | 53.8 | 75.00% | +25.91% | +25.00% | +25.00% | 0.00% | 33:00 | 26:46 | 26:46 | 30:50 | 36:43 | 37:39 | 09:57 | 07:22 |
 | Moon Shard | 2 | 3.39% | 51.9 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 38:10 | 34:46 | 34:46 | 41:34 | 41:34 | 41:34 | 06:48 | 05:02 |
 | Orchid Malevolence | 2 | 3.39% | 50.0 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 26:00 | 18:18 | 18:18 | 33:41 | 33:41 | 33:41 | 15:23 | 11:23 |
 | Assault Cuirass | 2 | 3.39% | 48.1 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 32:40 | 32:07 | 32:07 | 33:13 | 33:13 | 33:13 | 01:06 | 00:48 |
 | Chainmail | 11 | 18.64% | 46.2 | 45.45% | -6.63% | -12.12% | -12.12% | 0.00% | 26:35 | 12:06 | 15:14 | 26:19 | 30:23 | 42:53 | 15:09 | 11:13 |
 | Witch Blade | 5 | 8.47% | 44.2 | 60.00% | +10.00% | -60.00% | -60.00% | 0.00% | 29:54 | 21:34 | 21:34 | 26:34 | 33:38 | 42:54 | 12:04 | 08:56 |
 | Glimmer Cape | 9 | 15.25% | 42.3 | 44.44% | -7.56% | +5.56% | +5.56% | 0.00% | 24:23 | 17:00 | 17:14 | 24:40 | 29:53 | 30:54 | 12:39 | 09:22 |
 | Aghanim's Scepter | 3 | 5.08% | 40.4 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 32:34 | 18:50 | 18:50 | 38:50 | 40:01 | 40:01 | 21:11 | 15:41 |
 | Wraith Pact | 3 | 5.08% | 38.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 38:45 | 30:03 | 30:03 | 42:00 | 44:11 | 44:11 | 14:08 | 10:28 |
 | Boots of Bearing | 3 | 5.08% | 36.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:09 | 32:18 | 32:18 | 36:01 | 37:09 | 37:09 | 04:51 | 03:35 |
 | Lotus Orb | 7 | 11.86% | 34.6 | 42.86% | -9.06% | -42.86% | +7.14% | 7.92% | 39:11 | 29:26 | 35:10 | 36:38 | 41:29 | 48:03 | 06:19 | 04:40 |
 | Wraith Band | 4 | 6.78% | 32.7 | 50.00% | -0.91% | -50.00% | +50.00% | 0.00% | 19:01 | 13:40 | 13:40 | 13:49 | 18:04 | 30:32 | 04:24 | 03:15 |
 | Null Talisman | 1 | 1.69% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.69% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.69% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.69% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Kaya | 1 | 1.69% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.69% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.69% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Bracer | 5 | 8.47% | 17.3 | 40.00% | -11.85% | -40.00% | -40.00% | 0.00% | 12:12 | 05:35 | 05:35 | 11:35 | 12:43 | 20:06 | 07:08 | 05:17 |
 | Arcane Boots | 6 | 10.17% | 15.4 | 33.33% | -19.50% | +16.67% | -33.33% | -4.25% | 26:40 | 14:31 | 22:22 | 24:05 | 34:08 | 36:05 | 11:46 | 08:42 |
 | Medallion of Courage | 6 | 10.17% | 13.5 | 33.33% | -19.50% | +16.67% | -33.33% | -3.37% | 25:20 | 13:12 | 15:34 | 23:35 | 30:23 | 42:22 | 14:49 | 10:58 |
 | Ghost Scepter | 2 | 3.39% | 11.5 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 24:07 | 21:17 | 21:17 | 26:57 | 26:57 | 26:57 | 05:40 | 04:11 |
 | Sange | 4 | 6.78% | 9.6 | 25.00% | -27.73% | -25.00% | +75.00% | 0.00% | 38:32 | 29:44 | 29:44 | 36:12 | 36:28 | 51:44 | 06:44 | 04:59 |
 | Heaven's Halberd | 3 | 5.08% | 7.7 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 36:32 | 34:12 | 34:12 | 36:29 | 38:56 | 38:56 | 04:44 | 03:30 |
 | Crown | 1 | 1.69% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 3.39% | 3.8 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 05:54 | 03:00 | 03:00 | 08:48 | 08:48 | 08:48 | 05:48 | 04:17 |
 | Solar Crest | 1 | 1.69% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |