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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 | |
 | Sange | 15 | 6.07% | 100.0 | 93.33% | +42.04% | -18.33% | +6.67% | 2.06% | 32:20 | 19:44 | 25:19 | 33:21 | 37:28 | 41:06 | 12:09 | 09:00 |
 | Aghanim's Scepter | 35 | 14.17% | 98.3 | 74.29% | +23.82% | -7.62% | +3.49% | 1.02% | 32:14 | 18:37 | 25:33 | 32:36 | 36:29 | 47:48 | 10:56 | 08:05 |
 | Heaven's Halberd | 11 | 4.45% | 96.6 | 90.91% | +38.79% | -24.24% | +9.09% | 0.00% | 35:41 | 24:49 | 28:00 | 36:01 | 41:29 | 49:07 | 13:29 | 09:59 |
 | Aghanim's Shard | 102 | 41.30% | 94.9 | 63.73% | +16.83% | +9.35% | -3.73% | -1.43% | 27:36 | 15:03 | 22:51 | 26:29 | 32:00 | 52:37 | 09:09 | 06:46 |
 | Ring of Basilius | 16 | 6.48% | 93.2 | 81.25% | +29.30% | +18.75% | -31.25% | -3.33% | 34:15 | 07:28 | 26:48 | 34:13 | 41:50 | 52:22 | 15:02 | 11:08 |
 | Glimmer Cape | 45 | 18.22% | 91.5 | 66.67% | +15.68% | +6.06% | -3.03% | -1.11% | 24:42 | 12:44 | 20:45 | 24:10 | 28:56 | 50:54 | 08:11 | 06:03 |
 | Void Stone | 35 | 14.17% | 89.8 | 68.57% | +17.15% | -13.01% | +9.21% | 1.10% | 29:04 | 08:33 | 16:02 | 27:38 | 36:18 | 57:41 | 20:16 | 15:00 |
 | Force Staff | 131 | 53.04% | 88.1 | 57.25% | +7.25% | +3.36% | -11.80% | -2.10% | 24:50 | 14:18 | 20:10 | 23:01 | 27:24 | 60:10 | 07:14 | 05:21 |
 | Quelling Blade | 29 | 11.74% | 86.4 | 68.97% | +17.14% | +16.74% | -11.83% | -1.67% | 11:07 | -01:29 | 00:04 | 11:59 | 17:08 | 40:18 | 17:04 | 12:38 |
 | Boots of Speed | 247 | 100.00% | 84.7 | 53.85% | +53.85% | +7.44% | -7.08% | -3.57% | 05:14 | -01:29 | 03:48 | 05:56 | 07:52 | 12:58 | 04:04 | 03:00 |
 | Magic Stick | 246 | 99.60% | 83.1 | 53.66% | -46.34% | -0.43% | -1.20% | -0.10% | 04:10 | -01:29 | 00:26 | 03:50 | 07:47 | 17:30 | 07:21 | 05:26 |
 | Buckler | 19 | 7.69% | 81.4 | 73.68% | +21.49% | -13.68% | -13.68% | 0.00% | 31:32 | 07:23 | 23:18 | 33:44 | 40:28 | 52:22 | 17:10 | 12:42 |
 | Wind Lace | 236 | 95.55% | 79.7 | 53.39% | -10.25% | -5.93% | +11.02% | 2.91% | 03:54 | -01:29 | -01:29 | 04:05 | 07:18 | 31:27 | 08:47 | 06:30 |
 | Tranquil Boots | 224 | 90.69% | 78.0 | 52.68% | -12.54% | +6.25% | -8.04% | -3.59% | 09:43 | 00:59 | 07:38 | 09:15 | 11:37 | 27:42 | 03:59 | 02:57 |
 | Magic Wand | 200 | 80.97% | 76.3 | 53.00% | -4.45% | +9.00% | -5.00% | -3.53% | 11:18 | 00:49 | 08:53 | 10:52 | 12:51 | 33:40 | 03:58 | 02:56 |
 | Fluffy Hat | 176 | 71.26% | 74.6 | 52.84% | -3.50% | -9.66% | -11.93% | -0.24% | 16:46 | 04:00 | 11:28 | 14:29 | 20:49 | 45:34 | 09:21 | 06:55 |
 | Ring of Protection | 86 | 34.82% | 72.9 | 55.81% | +3.01% | +3.28% | +10.86% | 0.65% | 09:24 | -01:30 | -01:29 | -01:06 | 13:12 | 52:22 | 14:41 | 10:52 |
 | Boots of Bearing | 33 | 13.36% | 71.2 | 63.64% | +11.30% | -1.14% | -1.14% | 0.00% | 32:36 | 22:20 | 26:14 | 31:58 | 39:10 | 44:36 | 12:56 | 09:34 |
 | Vladmir's Offering | 13 | 5.26% | 69.5 | 76.92% | +24.36% | +23.08% | -10.25% | -2.23% | 37:45 | 23:28 | 28:49 | 35:27 | 43:45 | 52:22 | 14:56 | 11:03 |
 | Morbid Mask | 13 | 5.26% | 67.8 | 76.92% | +24.36% | +23.08% | -10.25% | -2.19% | 37:00 | 23:28 | 28:33 | 34:13 | 43:45 | 52:22 | 15:12 | 11:15 |
 | Ring of Health | 40 | 16.19% | 66.1 | 60.00% | +7.34% | +20.00% | 0.00% | -1.28% | 25:41 | 08:45 | 17:40 | 22:02 | 33:14 | 48:44 | 15:34 | 11:31 |
 | Wraith Pact | 5 | 2.02% | 64.4 | 100.00% | +47.11% | 0.00% | 0.00% | 0.00% | 37:39 | 32:10 | 32:10 | 37:02 | 37:32 | 44:44 | 05:22 | 03:58 |
 | Drum of Endurance | 53 | 21.46% | 62.7 | 56.60% | +3.51% | +4.94% | +20.32% | 1.80% | 22:05 | 14:06 | 17:30 | 19:32 | 26:02 | 38:07 | 08:32 | 06:19 |
 | Soul Ring | 12 | 4.86% | 61.0 | 75.00% | +22.23% | +25.00% | -8.33% | -1.75% | 25:47 | 10:45 | 14:34 | 26:05 | 33:37 | 41:54 | 19:03 | 14:06 |
 | Arcane Boots | 7 | 2.83% | 59.3 | 85.71% | +32.79% | +14.29% | +14.29% | 0.00% | 28:38 | 07:12 | 19:31 | 29:33 | 34:20 | 44:36 | 14:49 | 10:58 |
 | Aeon Disk | 7 | 2.83% | 57.6 | 85.71% | +32.79% | +14.29% | -35.71% | 0.00% | 49:12 | 38:16 | 44:06 | 47:49 | 52:16 | 1:02:11 | 08:10 | 06:02 |
 | Lotus Orb | 13 | 5.26% | 55.9 | 69.23% | +16.24% | +30.77% | -35.90% | -7.41% | 37:12 | 28:27 | 31:41 | 37:42 | 40:41 | 45:47 | 09:00 | 06:40 |
 | Bracer | 13 | 5.26% | 54.2 | 69.23% | +16.24% | -35.90% | +30.77% | 4.38% | 18:01 | 10:22 | 11:58 | 15:13 | 27:12 | 28:09 | 15:14 | 11:17 |
 | Urn of Shadows | 23 | 9.31% | 52.5 | 56.52% | +2.95% | +43.48% | -23.19% | -16.60% | 14:28 | 03:50 | 11:31 | 14:05 | 15:32 | 31:58 | 04:01 | 02:58 |
 | Eul's Scepter of Divinity | 6 | 2.43% | 50.8 | 83.33% | +30.22% | -33.33% | +16.67% | 0.00% | 28:39 | 27:16 | 27:26 | 27:53 | 29:27 | 31:55 | 02:01 | 01:29 |
 | Ghost Scepter | 30 | 12.15% | 49.2 | 50.00% | -4.38% | +12.50% | -21.43% | -2.40% | 33:01 | 17:14 | 24:24 | 33:05 | 38:33 | 53:23 | 14:09 | 10:28 |
 | Chainmail | 17 | 6.88% | 47.5 | 52.94% | -0.97% | +22.06% | -27.94% | -2.62% | 22:13 | 09:35 | 12:20 | 14:36 | 31:26 | 47:02 | 19:06 | 14:08 |
 | Headdress | 12 | 4.86% | 45.8 | 58.33% | +4.71% | +8.34% | -25.00% | -3.58% | 20:22 | 10:00 | 14:08 | 20:03 | 23:27 | 31:51 | 09:19 | 06:54 |
 | Blink Dagger | 5 | 2.02% | 44.1 | 80.00% | +26.69% | +20.00% | +20.00% | 0.00% | 42:29 | 31:11 | 31:11 | 45:12 | 48:58 | 52:44 | 17:47 | 13:10 |
 | Hood of Defiance | 15 | 6.07% | 42.4 | 53.33% | -0.55% | +21.67% | -28.33% | -16.30% | 18:55 | 13:48 | 16:28 | 18:06 | 19:32 | 30:30 | 03:04 | 02:16 |
 | Crown | 8 | 3.24% | 40.7 | 62.50% | +8.94% | +37.50% | -62.50% | 0.00% | 29:31 | 17:22 | 18:52 | 31:15 | 34:10 | 40:11 | 15:18 | 11:20 |
 | Crimson Guard | 6 | 2.43% | 39.0 | 66.67% | +13.14% | -16.67% | +33.33% | 0.00% | 33:08 | 23:36 | 25:36 | 29:47 | 44:01 | 45:50 | 18:25 | 13:38 |
 | Pipe of Insight | 9 | 3.64% | 37.3 | 55.56% | +1.78% | +44.44% | -55.56% | 0.00% | 25:38 | 14:29 | 20:59 | 25:18 | 27:32 | 34:04 | 06:33 | 04:51 |
 | Vanguard | 7 | 2.83% | 35.6 | 57.14% | +3.39% | -7.14% | +42.86% | 0.00% | 29:11 | 19:17 | 20:28 | 29:55 | 31:57 | 40:27 | 11:29 | 08:30 |
 | Helm of Iron Will | 7 | 2.83% | 33.9 | 57.14% | +3.39% | -57.14% | +42.86% | 0.00% | 25:49 | 19:58 | 23:17 | 25:44 | 27:06 | 33:31 | 03:49 | 02:49 |
 | Refresher Orb | 2 | 0.81% | 32.2 | 100.00% | +46.53% | 0.00% | 0.00% | 0.00% | 1:02:55 | 57:42 | 57:42 | 1:08:08 | 1:08:08 | 1:08:08 | 10:26 | 07:43 |
 | Scythe of Vyse | 2 | 0.81% | 30.5 | 100.00% | +46.53% | 0.00% | 0.00% | 0.00% | 52:30 | 47:48 | 47:48 | 57:12 | 57:12 | 57:12 | 09:24 | 06:57 |
 | Pavise | 8 | 3.24% | 28.8 | 50.00% | -3.97% | 0.00% | 0.00% | 0.00% | 13:45 | 09:28 | 11:54 | 14:19 | 14:31 | 16:52 | 02:37 | 01:56 |
 | Phase Boots | 5 | 2.02% | 27.1 | 60.00% | +6.28% | +40.00% | +40.00% | 0.00% | 21:38 | 12:54 | 12:54 | 16:01 | 16:23 | 47:02 | 03:29 | 02:34 |
 | Medallion of Courage | 6 | 2.43% | 25.4 | 50.00% | -3.94% | +50.00% | -50.00% | 0.00% | 29:06 | 13:53 | 24:56 | 31:27 | 34:10 | 38:43 | 09:14 | 06:50 |
 | Solar Crest | 6 | 2.43% | 23.7 | 50.00% | -3.94% | +50.00% | -50.00% | 0.00% | 34:31 | 26:53 | 31:27 | 31:54 | 37:18 | 45:24 | 05:51 | 04:20 |
 | Black King Bar | 6 | 2.43% | 22.0 | 50.00% | -3.94% | 0.00% | -50.00% | 0.00% | 39:50 | 25:43 | 30:34 | 36:17 | 38:48 | 1:09:53 | 08:14 | 06:05 |
 | Null Talisman | 6 | 2.43% | 20.3 | 50.00% | -3.94% | -50.00% | +50.00% | 0.00% | 30:30 | 13:49 | 19:59 | 28:38 | 32:32 | 58:00 | 12:33 | 09:17 |
 | Spirit Vessel | 10 | 4.05% | 18.6 | 40.00% | -14.43% | +60.00% | -40.00% | 0.00% | 24:39 | 14:48 | 20:09 | 24:17 | 29:56 | 36:11 | 09:47 | 07:14 |
 | Blight Stone | 7 | 2.83% | 16.9 | 42.86% | -11.31% | +57.14% | -42.86% | 0.00% | 31:14 | 13:53 | 24:56 | 31:27 | 34:10 | 44:22 | 09:14 | 06:50 |
 | Boots of Travel | 1 | 0.40% | 15.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.40% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.40% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.40% | 10.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.40% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.40% | 6.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 |
 | Blade Mail | 5 | 2.02% | 5.1 | 40.00% | -14.13% | +60.00% | -40.00% | 0.00% | 24:11 | 16:01 | 16:01 | 21:01 | 22:47 | 42:57 | 06:46 | 05:00 |
 | Wraith Band | 2 | 0.81% | 3.4 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 22:52 | 19:59 | 19:59 | 25:45 | 25:45 | 25:45 | 05:46 | 04:16 |
 | Eternal Shroud | 1 | 0.40% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |