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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 | |
 | Blink Dagger | 52 | 22.61% | 100.0 | 71.15% | +34.07% | +5.77% | -1.92% | -0.61% | 33:48 | 16:29 | 26:21 | 33:31 | 39:02 | 1:04:54 | 12:41 | 09:23 |
 | Void Stone | 61 | 26.52% | 98.6 | 67.21% | +30.52% | +6.12% | +6.12% | 0.00% | 36:45 | 11:49 | 28:10 | 35:07 | 42:02 | 1:06:39 | 13:52 | 10:16 |
 | Black King Bar | 16 | 6.96% | 97.1 | 81.25% | +39.19% | -6.25% | -6.25% | 0.00% | 35:05 | 15:26 | 25:26 | 33:56 | 41:45 | 56:10 | 16:19 | 12:05 |
 | Morbid Mask | 22 | 9.57% | 95.7 | 72.73% | +30.90% | +10.60% | -12.73% | -1.85% | 34:26 | 22:33 | 27:23 | 32:27 | 39:58 | 53:16 | 12:35 | 09:19 |
 | Vladmir's Offering | 22 | 9.57% | 94.3 | 72.73% | +30.90% | +10.60% | -12.73% | -1.86% | 34:54 | 24:19 | 27:25 | 33:04 | 39:58 | 53:16 | 12:33 | 09:17 |
 | Ring of Basilius | 24 | 10.43% | 92.9 | 70.83% | +29.08% | -4.16% | -4.16% | 0.00% | 29:03 | 04:07 | 13:35 | 29:42 | 39:39 | 53:16 | 26:04 | 19:18 |
 | Aghanim's Scepter | 49 | 21.30% | 91.4 | 61.22% | +20.89% | +38.78% | -2.89% | -3.88% | 32:24 | 12:15 | 26:48 | 31:56 | 37:33 | 59:50 | 10:45 | 07:57 |
 | Bracer | 27 | 11.74% | 90.0 | 66.67% | +24.80% | -38.10% | +4.76% | 17.49% | 04:43 | 01:23 | 02:11 | 02:46 | 04:38 | 18:34 | 02:27 | 01:48 |
 | Guardian Greaves | 97 | 42.17% | 88.6 | 54.64% | +17.05% | -0.47% | -0.47% | 0.00% | 23:17 | 12:37 | 16:06 | 20:21 | 28:41 | 53:18 | 12:35 | 09:19 |
 | Boots of Travel | 13 | 5.65% | 87.1 | 76.92% | +34.06% | +23.08% | -43.59% | -4.22% | 40:53 | 25:26 | 29:38 | 41:24 | 45:27 | 56:07 | 15:49 | 11:42 |
 | Octarine Core | 8 | 3.48% | 85.7 | 87.50% | +44.26% | +12.50% | +12.50% | 0.00% | 50:10 | 27:22 | 39:48 | 51:20 | 60:44 | 1:03:43 | 20:56 | 15:30 |
 | Wraith Pact | 15 | 6.52% | 84.3 | 73.33% | +30.54% | +1.67% | +1.67% | 0.00% | 37:23 | 24:19 | 30:34 | 35:35 | 44:55 | 49:51 | 14:21 | 10:37 |
 | Buckler | 108 | 46.96% | 82.9 | 51.85% | +13.33% | -7.41% | +3.71% | 0.87% | 21:10 | 02:12 | 13:32 | 18:44 | 26:21 | 53:16 | 12:49 | 09:29 |
 | Ring of Health | 51 | 22.17% | 81.4 | 56.86% | +15.52% | +4.68% | -3.01% | -0.58% | 29:19 | 07:37 | 20:44 | 28:14 | 33:57 | 1:06:39 | 13:13 | 09:47 |
 | Ring of Protection | 111 | 48.26% | 80.0 | 51.35% | +12.69% | -12.06% | +5.79% | 1.40% | 20:07 | -01:29 | 12:46 | 17:40 | 25:30 | 53:16 | 12:44 | 09:25 |
 | Lotus Orb | 31 | 13.48% | 78.6 | 61.29% | +19.08% | +1.21% | +1.21% | 0.00% | 34:16 | 22:58 | 27:08 | 33:22 | 38:00 | 1:04:46 | 10:52 | 08:02 |
 | Bottle | 12 | 5.22% | 77.1 | 75.00% | +31.88% | +25.00% | -8.33% | -33.33% | 01:15 | 00:14 | 01:09 | 01:17 | 01:25 | 01:46 | 00:16 | 00:11 |
 | Arcane Boots | 186 | 80.87% | 75.7 | 47.31% | +13.22% | -0.50% | +0.52% | 0.18% | 11:23 | 03:29 | 07:28 | 10:13 | 13:16 | 43:12 | 05:48 | 04:17 |
 | Aether Lens | 16 | 6.96% | 74.3 | 68.75% | +25.76% | -18.75% | -18.75% | 0.00% | 43:53 | 35:33 | 39:54 | 41:55 | 45:29 | 58:34 | 05:35 | 04:08 |
 | Mekansm | 114 | 49.57% | 72.9 | 49.12% | +8.60% | +2.60% | +11.59% | 1.20% | 16:24 | 09:05 | 11:50 | 15:03 | 19:18 | 34:40 | 07:28 | 05:31 |
 | Force Staff | 128 | 55.65% | 71.4 | 48.44% | +8.24% | +1.56% | +10.94% | 1.11% | 26:40 | 11:46 | 22:06 | 25:04 | 30:33 | 47:12 | 08:27 | 06:15 |
 | Chainmail | 117 | 50.87% | 70.0 | 48.72% | +8.01% | +9.90% | +9.90% | 0.00% | 14:07 | 04:15 | 09:30 | 12:25 | 17:02 | 34:39 | 07:32 | 05:34 |
 | Headdress | 121 | 52.61% | 68.6 | 47.93% | +6.65% | -1.26% | +8.74% | 1.49% | 13:10 | -01:29 | 09:02 | 12:03 | 15:46 | 34:39 | 06:44 | 04:59 |
 | Crystalys | 7 | 3.04% | 67.1 | 85.71% | +42.21% | +14.29% | -35.71% | 0.00% | 31:05 | 25:26 | 26:47 | 30:19 | 32:04 | 42:45 | 05:17 | 03:54 |
 | Boots of Speed | 230 | 100.00% | 65.7 | 44.78% | +44.78% | +1.77% | -16.71% | -5.99% | 04:53 | -01:29 | 03:28 | 04:49 | 06:33 | 13:23 | 03:05 | 02:17 |
 | Aghanim's Shard | 187 | 81.30% | 64.3 | 45.45% | +3.59% | +3.49% | -5.02% | -1.03% | 21:50 | 15:00 | 16:32 | 19:31 | 24:47 | 48:25 | 08:15 | 06:06 |
 | Fluffy Hat | 152 | 66.09% | 62.9 | 45.39% | +1.80% | -3.28% | +23.03% | 2.31% | 21:03 | 02:07 | 14:47 | 19:27 | 26:11 | 47:12 | 11:24 | 08:26 |
 | Magic Wand | 194 | 84.35% | 61.4 | 43.81% | -6.19% | +1.09% | -6.31% | -1.11% | 08:36 | -01:30 | 04:56 | 08:35 | 11:36 | 36:10 | 06:40 | 04:56 |
 | Magic Stick | 210 | 91.30% | 60.0 | 43.33% | -16.67% | +0.07% | -8.71% | -2.85% | 02:42 | -01:30 | -01:29 | 02:06 | 04:34 | 16:35 | 06:03 | 04:28 |
 | Refresher Orb | 4 | 1.74% | 58.6 | 100.00% | +56.19% | 0.00% | 0.00% | 0.00% | 52:05 | 38:15 | 38:15 | 44:47 | 58:30 | 1:06:48 | 20:15 | 15:00 |
 | Scythe of Vyse | 10 | 4.35% | 57.1 | 70.00% | +26.36% | -3.33% | +30.00% | 0.00% | 52:36 | 35:41 | 40:27 | 48:58 | 1:03:49 | 1:25:33 | 23:22 | 17:18 |
 | Wind Lace | 53 | 23.04% | 55.7 | 45.28% | +0.65% | -22.20% | +8.57% | 2.29% | 13:54 | -01:29 | 06:45 | 10:25 | 20:10 | 49:27 | 13:25 | 09:56 |
 | Quelling Blade | 31 | 13.48% | 54.3 | 48.39% | +4.17% | +14.11% | +1.61% | -1.46% | 04:03 | -01:29 | -01:29 | -01:29 | 10:02 | 22:47 | 11:31 | 08:31 |
 | Glimmer Cape | 24 | 10.43% | 52.9 | 50.00% | +5.83% | 0.00% | 0.00% | 0.00% | 32:13 | 18:04 | 25:55 | 30:53 | 36:01 | 50:38 | 10:06 | 07:28 |
 | Pipe of Insight | 14 | 6.09% | 51.4 | 57.14% | +13.16% | -7.14% | -23.81% | -5.00% | 22:21 | 13:05 | 20:34 | 21:44 | 23:54 | 34:30 | 03:20 | 02:28 |
 | Daedalus | 3 | 1.30% | 50.0 | 100.00% | +55.95% | 0.00% | 0.00% | 0.00% | 35:57 | 32:27 | 32:27 | 36:20 | 39:05 | 39:05 | 06:38 | 04:54 |
 | Hood of Defiance | 17 | 7.39% | 48.6 | 52.94% | +8.81% | +47.06% | -2.94% | -6.76% | 19:11 | 09:47 | 14:06 | 17:39 | 21:30 | 31:01 | 07:24 | 05:28 |
 | Tranquil Boots | 11 | 4.78% | 47.1 | 54.55% | +10.26% | +12.12% | +12.12% | 0.00% | 19:36 | 09:19 | 12:00 | 19:39 | 23:05 | 30:22 | 11:05 | 08:12 |
 | Aeon Disk | 6 | 2.61% | 45.7 | 66.67% | +22.47% | +33.33% | +33.33% | 0.00% | 52:41 | 37:09 | 38:43 | 47:32 | 1:08:22 | 1:08:50 | 29:39 | 21:57 |
 | Eul's Scepter of Divinity | 6 | 2.61% | 44.3 | 66.67% | +22.47% | +33.33% | -66.67% | 0.00% | 33:00 | 21:26 | 24:37 | 25:45 | 42:47 | 49:34 | 18:10 | 13:27 |
 | Ethereal Blade | 4 | 1.74% | 42.9 | 75.00% | +30.75% | +25.00% | -75.00% | 0.00% | 36:49 | 26:32 | 26:32 | 32:50 | 34:12 | 53:40 | 07:40 | 05:40 |
 | Ghost Scepter | 20 | 8.70% | 41.4 | 40.00% | -5.24% | +20.00% | -20.00% | -3.60% | 34:57 | 22:14 | 28:45 | 33:16 | 39:52 | 54:03 | 11:07 | 08:14 |
 | Boots of Bearing | 2 | 0.87% | 40.0 | 100.00% | +55.70% | 0.00% | 0.00% | 0.00% | 28:14 | 24:34 | 24:34 | 31:53 | 31:53 | 31:53 | 07:19 | 05:25 |
 | Overwhelming Blink | 2 | 0.87% | 38.6 | 100.00% | +55.70% | 0.00% | 0.00% | 0.00% | 1:03:40 | 46:28 | 46:28 | 1:20:51 | 1:20:51 | 1:20:51 | 34:23 | 25:28 |
 | Kaya | 5 | 2.17% | 37.1 | 60.00% | +15.56% | +40.00% | -60.00% | 0.00% | 31:22 | 22:13 | 22:13 | 32:22 | 35:24 | 44:17 | 13:11 | 09:45 |
 | Crown | 6 | 2.61% | 35.7 | 50.00% | +5.36% | 0.00% | +50.00% | 0.00% | 26:55 | 09:15 | 14:04 | 23:08 | 36:37 | 49:10 | 22:33 | 16:42 |
 | Drum of Endurance | 3 | 1.30% | 34.3 | 66.67% | +22.18% | +33.33% | 0.00% | 0.00% | 22:55 | 15:36 | 15:36 | 20:31 | 32:38 | 32:38 | 17:02 | 12:37 |
 | Blight Stone | 12 | 5.22% | 32.9 | 33.33% | -12.08% | 0.00% | +33.34% | 0.00% | 00:45 | -01:29 | -01:29 | -01:29 | -01:29 | 25:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.43% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.43% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.43% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.43% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.43% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Dagon | 1 | 0.43% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.43% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.43% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Sange | 5 | 2.17% | 20.0 | 40.00% | -4.89% | -40.00% | -40.00% | 0.00% | 36:03 | 32:25 | 32:25 | 34:33 | 37:56 | 41:57 | 05:31 | 04:05 |
 | Heaven's Halberd | 6 | 2.61% | 18.6 | 33.33% | -11.76% | +16.67% | -33.33% | 0.00% | 37:06 | 32:59 | 34:03 | 35:02 | 38:45 | 43:29 | 04:42 | 03:28 |
 | Veil of Discord | 2 | 0.87% | 17.1 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 14:13 | 13:01 | 13:01 | 15:25 | 15:25 | 15:25 | 02:24 | 01:46 |
 | Medallion of Courage | 2 | 0.87% | 15.7 | 50.00% | +5.26% | -50.00% | 0.00% | 0.00% | 15:05 | 04:57 | 04:57 | 25:13 | 25:13 | 25:13 | 20:16 | 15:00 |
 | Wraith Band | 11 | 4.78% | 14.3 | 18.18% | -27.94% | -18.18% | +15.15% | 0.00% | 08:41 | 01:47 | 02:08 | 02:55 | 05:04 | 28:33 | 02:56 | 02:10 |
 | Javelin | 1 | 0.43% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.43% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 0.87% | 10.0 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 31:05 | 19:28 | 19:28 | 42:42 | 42:42 | 42:42 | 23:14 | 17:12 |
 | Rod of Atos | 1 | 0.43% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 36:37 | 00:00 | 00:00 |
 | Soul Ring | 2 | 0.87% | 7.1 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 10:12 | 09:14 | 09:14 | 11:10 | 11:10 | 11:10 | 01:56 | 01:25 |
 | Vanguard | 2 | 0.87% | 5.7 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 31:26 | 20:09 | 20:09 | 42:42 | 42:42 | 42:42 | 22:33 | 16:42 |
 | Linken's Sphere | 2 | 0.87% | 4.3 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 50:16 | 43:16 | 43:16 | 57:15 | 57:15 | 57:15 | 13:59 | 10:21 |
 | Crimson Guard | 2 | 0.87% | 2.9 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 33:39 | 20:51 | 20:51 | 46:27 | 46:27 | 46:27 | 25:36 | 18:57 |
 | Gleipnir | 1 | 0.43% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |