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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 | |
 | Vanguard | 9 | 8.41% | 100.0 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 42:25 | 33:43 | 34:35 | 41:52 | 46:20 | 53:15 | 11:45 | 08:42 |
 | Abyssal Blade | 9 | 8.41% | 98.6 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 43:01 | 34:37 | 35:03 | 42:24 | 46:41 | 53:28 | 11:38 | 08:37 |
 | Ring of Health | 10 | 9.35% | 97.2 | 90.00% | +43.61% | +10.00% | +10.00% | 0.00% | 42:34 | 33:43 | 39:05 | 41:52 | 46:20 | 53:15 | 07:15 | 05:22 |
 | Diadem | 39 | 36.45% | 95.8 | 66.67% | +25.49% | +3.33% | -6.67% | -0.89% | 27:11 | 13:11 | 21:26 | 28:41 | 32:37 | 44:16 | 11:11 | 08:17 |
 | Harpoon | 39 | 36.45% | 94.4 | 66.67% | +25.49% | -6.67% | -6.67% | 0.00% | 28:19 | 14:50 | 22:29 | 29:51 | 33:27 | 44:33 | 10:58 | 08:07 |
 | Skull Basher | 18 | 16.82% | 93.1 | 72.22% | +26.15% | +7.78% | +2.78% | -0.71% | 35:32 | 24:21 | 32:28 | 36:07 | 39:30 | 44:37 | 07:02 | 05:12 |
 | Magic Stick | 97 | 90.65% | 91.7 | 54.64% | +44.64% | -8.81% | +24.53% | 33.34% | 01:06 | -01:29 | -01:29 | -01:29 | 02:27 | 16:33 | 03:56 | 02:54 |
 | Magic Wand | 85 | 79.44% | 90.3 | 55.29% | +23.47% | -17.19% | -12.43% | 1.12% | 07:02 | -01:29 | 04:52 | 06:51 | 09:07 | 17:20 | 04:15 | 03:08 |
 | Quelling Blade | 95 | 88.79% | 88.9 | 51.58% | +9.91% | -5.75% | +6.75% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wraith Band | 46 | 42.99% | 87.5 | 56.52% | +10.62% | +18.48% | -38.34% | -35.51% | 03:20 | 00:54 | 01:37 | 02:11 | 03:13 | 16:09 | 01:36 | 01:11 |
 | Desolator | 28 | 26.17% | 86.1 | 60.71% | +13.87% | +10.72% | -17.85% | -9.22% | 19:32 | 15:14 | 16:37 | 17:44 | 19:43 | 31:13 | 03:06 | 02:17 |
 | Boots of Speed | 97 | 90.65% | 84.7 | 50.52% | +0.52% | -17.19% | +3.65% | 17.86% | 02:42 | -01:28 | 01:58 | 02:36 | 03:08 | 06:10 | 01:10 | 00:51 |
 | Blight Stone | 77 | 71.96% | 83.3 | 51.95% | +5.28% | +0.68% | +5.94% | 1.95% | 07:54 | -01:29 | 05:41 | 06:45 | 08:23 | 24:53 | 02:42 | 02:00 |
 | Black King Bar | 86 | 80.37% | 81.9 | 51.16% | +3.54% | +7.93% | -8.30% | -3.50% | 23:23 | 16:28 | 20:09 | 22:40 | 24:47 | 50:44 | 04:38 | 03:25 |
 | Power Treads | 90 | 84.11% | 80.6 | 50.00% | -2.94% | +6.52% | +4.55% | -1.22% | 06:21 | 04:21 | 05:24 | 05:55 | 07:01 | 17:48 | 01:37 | 01:11 |
 | Orb of Venom | 79 | 73.83% | 79.2 | 50.63% | +0.63% | -5.63% | -10.63% | -1.21% | 03:49 | -01:29 | 01:30 | 03:39 | 05:38 | 19:58 | 04:08 | 03:03 |
 | Fluffy Hat | 64 | 59.81% | 77.8 | 51.56% | +2.72% | +4.69% | +10.94% | 3.21% | 07:34 | 02:30 | 06:14 | 07:13 | 08:11 | 20:08 | 01:57 | 01:26 |
 | Eye of Skadi | 27 | 25.23% | 76.4 | 59.26% | +11.76% | +26.45% | -2.12% | -4.34% | 33:42 | 22:12 | 29:25 | 32:36 | 36:00 | 1:01:48 | 06:35 | 04:52 |
 | Sange | 4 | 3.74% | 75.0 | 100.00% | +51.46% | 0.00% | 0.00% | 0.00% | 28:43 | 24:06 | 24:06 | 25:39 | 30:44 | 34:22 | 06:38 | 04:54 |
 | Echo Sabre | 76 | 71.03% | 73.6 | 50.00% | -1.61% | +13.16% | -7.89% | -10.19% | 13:12 | 10:27 | 11:52 | 12:46 | 13:56 | 19:10 | 02:04 | 01:31 |
 | Daedalus | 13 | 12.15% | 72.2 | 69.23% | +21.36% | -2.56% | +30.77% | 5.01% | 34:15 | 26:10 | 29:45 | 34:19 | 36:24 | 42:05 | 06:39 | 04:55 |
 | Yasha | 13 | 12.15% | 70.8 | 69.23% | +21.36% | -35.90% | +30.77% | 9.69% | 22:16 | 14:34 | 16:41 | 19:50 | 23:34 | 38:45 | 06:53 | 05:05 |
 | Aghanim's Scepter | 17 | 15.89% | 69.4 | 64.71% | +16.93% | -14.71% | +35.29% | 10.38% | 32:11 | 20:02 | 28:44 | 30:35 | 33:33 | 46:09 | 04:49 | 03:34 |
 | Orb of Corrosion | 63 | 58.88% | 68.1 | 50.79% | +0.79% | -0.79% | +5.46% | 3.44% | 08:03 | 03:14 | 06:49 | 07:49 | 08:38 | 20:14 | 01:49 | 01:20 |
 | Cornucopia | 26 | 24.30% | 66.7 | 57.69% | +9.54% | -0.55% | +8.98% | 0.28% | 26:24 | 06:44 | 09:22 | 19:48 | 43:06 | 1:02:30 | 33:44 | 24:59 |
 | Helm of Iron Will | 34 | 31.78% | 65.3 | 52.94% | +3.62% | +13.73% | -27.94% | -4.66% | 28:41 | 16:48 | 24:31 | 28:48 | 33:28 | 41:07 | 08:57 | 06:37 |
 | Nullifier | 32 | 29.91% | 63.9 | 53.13% | +3.80% | +34.37% | -40.63% | -9.57% | 30:51 | 18:37 | 26:15 | 31:10 | 34:05 | 47:10 | 07:50 | 05:48 |
 | Crystalys | 17 | 15.89% | 62.5 | 58.82% | +9.93% | -8.82% | +16.18% | 2.15% | 32:00 | 21:23 | 27:17 | 29:45 | 38:56 | 42:46 | 11:39 | 08:37 |
 | Moon Shard | 3 | 2.80% | 61.1 | 100.00% | +50.96% | 0.00% | 0.00% | 0.00% | 35:07 | 30:17 | 30:17 | 36:52 | 38:11 | 38:11 | 07:54 | 05:51 |
 | Disperser | 3 | 2.80% | 59.7 | 100.00% | +50.96% | 0.00% | 0.00% | 0.00% | 33:54 | 25:54 | 25:54 | 31:42 | 44:05 | 44:05 | 18:11 | 13:28 |
 | Sange and Yasha | 3 | 2.80% | 58.3 | 100.00% | +50.96% | 0.00% | 0.00% | 0.00% | 27:18 | 24:26 | 24:26 | 26:09 | 31:18 | 31:18 | 06:52 | 05:05 |
 | Manta Style | 10 | 9.35% | 56.9 | 60.00% | +10.52% | -26.67% | +40.00% | 4.32% | 26:02 | 19:22 | 20:05 | 21:47 | 35:32 | 39:04 | 15:27 | 11:26 |
 | Chainmail | 10 | 9.35% | 55.6 | 60.00% | +10.52% | +40.00% | -10.00% | -8.11% | 08:41 | 03:20 | 03:34 | 05:21 | 09:44 | 29:32 | 06:10 | 04:34 |
 | Maelstrom | 21 | 19.63% | 54.2 | 47.62% | -3.54% | -7.62% | +12.38% | 1.52% | 21:32 | 12:25 | 15:06 | 17:11 | 28:14 | 42:46 | 13:08 | 09:43 |
 | Javelin | 32 | 29.91% | 52.8 | 40.63% | -14.04% | -3.13% | +9.37% | 0.55% | 24:25 | 07:40 | 13:36 | 22:09 | 36:26 | 42:46 | 22:50 | 16:54 |
 | Battle Fury | 11 | 10.28% | 51.4 | 54.55% | +4.55% | -21.22% | +12.12% | 22.23% | 14:19 | 12:12 | 13:22 | 14:38 | 14:52 | 15:43 | 01:30 | 01:06 |
 | Orchid Malevolence | 6 | 5.61% | 50.0 | 66.67% | +17.17% | +33.33% | +33.33% | 0.00% | 33:36 | 20:16 | 21:40 | 27:59 | 46:15 | 47:27 | 24:35 | 18:12 |
 | Linken's Sphere | 6 | 5.61% | 48.6 | 66.67% | +17.17% | -16.67% | +33.33% | 0.00% | 39:08 | 29:12 | 34:10 | 34:25 | 47:08 | 54:52 | 12:58 | 09:36 |
 | Diffusal Blade | 18 | 16.82% | 47.2 | 44.44% | -7.25% | -4.44% | -44.44% | -6.70% | 16:27 | 10:53 | 13:27 | 15:21 | 19:25 | 23:32 | 05:58 | 04:25 |
 | Crown | 9 | 8.41% | 45.8 | 55.56% | +5.56% | +44.44% | -5.56% | -6.05% | 18:09 | 09:48 | 10:11 | 13:31 | 18:27 | 44:31 | 08:16 | 06:07 |
 | Mjollnir | 9 | 8.41% | 44.4 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 27:23 | 19:05 | 21:59 | 25:42 | 28:50 | 39:17 | 06:51 | 05:04 |
 | Satanic | 4 | 3.74% | 43.1 | 75.00% | +25.49% | +25.00% | -75.00% | 0.00% | 39:12 | 31:03 | 31:03 | 34:02 | 37:51 | 53:50 | 06:48 | 05:02 |
 | Scythe of Vyse | 2 | 1.87% | 41.7 | 100.00% | +50.48% | 0.00% | 0.00% | 0.00% | 42:23 | 35:47 | 35:47 | 48:58 | 48:58 | 48:58 | 13:11 | 09:45 |
 | Mage Slayer | 7 | 6.54% | 40.3 | 57.14% | +7.14% | +42.86% | +42.86% | 0.00% | 33:05 | 15:30 | 27:16 | 31:27 | 35:32 | 47:14 | 08:16 | 06:07 |
 | Phase Boots | 7 | 6.54% | 38.9 | 57.14% | +7.14% | +42.86% | -57.14% | 0.00% | 06:27 | 04:28 | 04:37 | 06:47 | 07:16 | 08:39 | 02:39 | 01:57 |
 | Rod of Atos | 7 | 6.54% | 37.5 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 26:21 | 16:34 | 18:22 | 22:40 | 23:35 | 44:32 | 05:13 | 03:51 |
 | Radiance | 8 | 7.48% | 36.1 | 50.00% | -0.51% | -50.00% | +50.00% | 0.00% | 17:29 | 13:32 | 14:26 | 15:24 | 16:53 | 28:36 | 02:27 | 01:48 |
 | Gleipnir | 5 | 4.67% | 34.7 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 36:29 | 24:27 | 24:27 | 37:55 | 41:51 | 44:47 | 17:24 | 12:53 |
 | Morbid Mask | 6 | 5.61% | 33.3 | 50.00% | -0.50% | 0.00% | -50.00% | 0.00% | 37:14 | 30:44 | 32:46 | 33:30 | 37:33 | 53:42 | 04:47 | 03:32 |
 | Medallion of Courage | 3 | 2.80% | 31.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 17:21 | 09:45 | 09:45 | 12:47 | 29:32 | 29:32 | 19:47 | 14:39 |
 | Solar Crest | 3 | 2.80% | 30.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 19:54 | 11:27 | 11:27 | 18:43 | 29:32 | 29:32 | 18:05 | 13:23 |
 | Refresher Orb | 3 | 2.80% | 29.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 51:17 | 43:22 | 43:22 | 47:29 | 1:02:59 | 1:02:59 | 19:37 | 14:31 |
 | Aghanim's Shard | 3 | 2.80% | 27.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 47:38 | 42:27 | 42:27 | 49:07 | 51:19 | 51:19 | 08:52 | 06:34 |
 | Bloodthorn | 3 | 2.80% | 26.4 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 43:56 | 37:56 | 37:56 | 46:26 | 47:27 | 47:27 | 09:31 | 07:02 |
 | Monkey King Bar | 13 | 12.15% | 25.0 | 30.77% | -22.42% | +2.56% | +2.56% | 0.00% | 36:02 | 27:32 | 29:43 | 37:17 | 38:13 | 46:23 | 08:30 | 06:17 |
 | Butterfly | 4 | 3.74% | 23.6 | 50.00% | -0.49% | +50.00% | -50.00% | 0.00% | 35:08 | 30:50 | 30:50 | 31:22 | 35:53 | 42:26 | 05:03 | 03:44 |
 | Wind Lace | 4 | 3.74% | 22.2 | 50.00% | -0.49% | -50.00% | +50.00% | 0.00% | 14:34 | 05:07 | 05:07 | 05:11 | 18:27 | 29:32 | 13:20 | 09:52 |
 | Blink Dagger | 1 | 0.93% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.93% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.93% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 |
 | Aghanim's Blessing | 3 | 2.80% | 16.7 | 33.33% | -17.63% | -33.33% | 0.00% | 0.00% | 54:09 | 48:49 | 48:49 | 51:46 | 1:01:52 | 1:01:52 | 13:03 | 09:40 |
 | Void Stone | 3 | 2.80% | 15.3 | 33.33% | -17.63% | -33.33% | 0.00% | 0.00% | 37:02 | 18:04 | 18:04 | 44:04 | 48:58 | 48:58 | 30:54 | 22:53 |
 | Buckler | 4 | 3.74% | 13.9 | 25.00% | -26.46% | -25.00% | +75.00% | 0.00% | 30:48 | 26:39 | 26:39 | 28:28 | 32:30 | 35:35 | 05:51 | 04:20 |
 | Ring of Protection | 4 | 3.74% | 12.5 | 25.00% | -26.46% | -25.00% | +75.00% | 0.00% | 30:48 | 26:39 | 26:39 | 28:27 | 32:30 | 35:35 | 05:51 | 04:20 |
 | Silver Edge | 2 | 1.87% | 11.1 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 37:18 | 29:09 | 29:09 | 45:27 | 45:27 | 45:27 | 16:18 | 12:04 |
 | Lotus Orb | 1 | 0.93% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.93% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.93% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.93% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.87% | 4.2 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 25:32 | 24:25 | 24:25 | 26:39 | 26:39 | 26:39 | 02:14 | 01:39 |
 | Vladmir's Offering | 2 | 1.87% | 2.8 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 34:40 | 33:04 | 33:04 | 36:15 | 36:15 | 36:15 | 03:11 | 02:21 |
 | Shadow Blade | 2 | 1.87% | 1.4 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 37:15 | 29:09 | 29:09 | 45:21 | 45:21 | 45:21 | 16:12 | 12:00 |