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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 | |
 | Skull Basher | 10 | 3.23% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:36 | 23:55 | 32:00 | 35:31 | 41:27 | 1:01:36 | 09:27 | 07:00 |
 | Aether Lens | 26 | 8.39% | 98.6 | 80.77% | +31.83% | +4.94% | +2.56% | -0.24% | 39:42 | 24:26 | 33:31 | 37:37 | 43:31 | 59:07 | 10:00 | 07:24 |
 | Octarine Core | 18 | 5.81% | 97.1 | 83.33% | +33.67% | -3.33% | +16.67% | 1.49% | 43:28 | 26:52 | 37:07 | 40:27 | 50:33 | 60:07 | 13:26 | 09:57 |
 | Black King Bar | 96 | 30.97% | 95.7 | 65.63% | +20.30% | +1.04% | -15.63% | -2.20% | 30:16 | 19:16 | 25:53 | 29:29 | 33:28 | 51:54 | 07:35 | 05:37 |
 | Kaya | 47 | 15.16% | 94.3 | 70.21% | +21.92% | +4.79% | -3.54% | -1.49% | 28:29 | 18:53 | 25:28 | 28:19 | 31:04 | 37:06 | 05:36 | 04:08 |
 | Aghanim's Scepter | 232 | 74.84% | 92.9 | 58.19% | +26.14% | +10.78% | -4.74% | -2.87% | 23:59 | 14:14 | 20:54 | 23:31 | 26:18 | 46:26 | 05:24 | 04:00 |
 | Sange | 41 | 13.23% | 91.4 | 68.29% | +19.22% | -8.29% | -18.29% | -1.27% | 27:42 | 15:47 | 23:31 | 28:19 | 31:23 | 37:31 | 07:52 | 05:49 |
 | Null Talisman | 248 | 80.00% | 90.0 | 53.23% | +8.07% | -1.62% | -6.46% | -2.14% | 04:07 | -00:05 | 02:55 | 03:48 | 05:11 | 12:12 | 02:16 | 01:40 |
 | Kaya and Sange | 35 | 11.29% | 88.6 | 65.71% | +15.89% | -10.15% | -10.15% | 0.00% | 30:11 | 19:32 | 28:24 | 30:21 | 33:24 | 37:39 | 05:00 | 03:42 |
 | Void Stone | 239 | 77.10% | 87.1 | 53.14% | +6.66% | +13.53% | +0.19% | -2.59% | 16:08 | 07:04 | 12:17 | 14:43 | 17:26 | 58:58 | 05:09 | 03:48 |
 | Bottle | 276 | 89.03% | 85.7 | 52.54% | +8.42% | +5.43% | -4.71% | -10.14% | 02:36 | 01:03 | 02:00 | 02:20 | 02:55 | 06:36 | 00:55 | 00:40 |
 | Witch Blade | 14 | 4.52% | 84.3 | 78.57% | +28.23% | -3.57% | +21.43% | 10.87% | 16:23 | 12:49 | 14:14 | 16:05 | 16:32 | 23:20 | 02:18 | 01:42 |
 | Quelling Blade | 289 | 93.23% | 82.9 | 51.90% | +4.28% | +5.04% | +2.27% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 10:07 | 00:00 | 00:00 |
 | Boots of Speed | 310 | 100.00% | 81.4 | 51.61% | +51.61% | +7.36% | -12.65% | -14.12% | 04:54 | -01:29 | 04:20 | 05:02 | 05:45 | 09:28 | 01:25 | 01:02 |
 | Shiva's Guard | 21 | 6.77% | 80.0 | 71.43% | +21.26% | -31.43% | +28.57% | 6.30% | 36:22 | 29:46 | 31:25 | 33:10 | 40:56 | 49:57 | 09:31 | 07:02 |
 | Magic Wand | 242 | 78.06% | 78.6 | 52.07% | +2.07% | +6.95% | -2.07% | -2.27% | 08:18 | 00:39 | 06:01 | 08:11 | 09:59 | 26:13 | 03:58 | 02:56 |
 | Magic Stick | 263 | 84.84% | 77.1 | 51.71% | +0.65% | +1.32% | +5.87% | 0.95% | 05:34 | -01:29 | 03:19 | 05:47 | 08:07 | 26:13 | 04:48 | 03:33 |
 | Power Treads | 36 | 11.61% | 75.7 | 63.89% | +13.89% | +13.89% | -30.56% | -14.57% | 09:36 | 06:36 | 07:25 | 09:01 | 10:28 | 25:24 | 03:03 | 02:15 |
 | Eul's Scepter of Divinity | 227 | 73.23% | 74.3 | 51.54% | -0.27% | +4.60% | -11.19% | -4.01% | 16:28 | 10:26 | 13:57 | 15:40 | 17:53 | 33:45 | 03:56 | 02:54 |
 | Ring of Health | 27 | 8.71% | 72.9 | 66.67% | +16.49% | +4.76% | -23.81% | -2.59% | 34:35 | 15:44 | 28:30 | 31:43 | 39:33 | 54:43 | 11:03 | 08:11 |
 | Wind Lace | 241 | 77.74% | 71.4 | 50.21% | -6.31% | -1.88% | -6.88% | -1.06% | 11:19 | -01:29 | 08:42 | 11:01 | 13:25 | 30:52 | 04:43 | 03:29 |
 | Chainmail | 196 | 63.23% | 70.0 | 50.51% | -3.00% | +10.71% | -13.78% | -11.76% | 08:47 | 03:12 | 07:14 | 08:10 | 09:19 | 32:33 | 02:05 | 01:32 |
 | Phase Boots | 181 | 58.39% | 68.6 | 49.17% | -5.87% | +8.61% | -20.28% | -15.07% | 09:07 | 05:04 | 07:51 | 08:45 | 09:46 | 23:23 | 01:55 | 01:25 |
 | Vanguard | 5 | 1.61% | 67.1 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 36:21 | 15:44 | 15:44 | 35:04 | 42:50 | 59:26 | 27:06 | 20:04 |
 | Orchid Malevolence | 24 | 7.74% | 65.7 | 62.50% | +11.80% | +4.17% | +4.17% | 0.00% | 17:57 | 11:33 | 13:52 | 15:16 | 16:45 | 1:12:44 | 02:53 | 02:08 |
 | Aghanim's Shard | 19 | 6.13% | 64.3 | 63.16% | +12.30% | -23.16% | -3.16% | 1.54% | 39:34 | 21:21 | 31:15 | 36:19 | 44:13 | 1:08:16 | 12:58 | 09:36 |
 | Linken's Sphere | 19 | 6.13% | 62.9 | 63.16% | +12.30% | +16.84% | -43.16% | -7.89% | 36:08 | 26:00 | 30:18 | 31:43 | 37:54 | 54:43 | 07:36 | 05:37 |
 | Dagon | 4 | 1.29% | 61.4 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 30:06 | 26:09 | 26:09 | 27:54 | 30:54 | 35:28 | 04:45 | 03:31 |
 | Abyssal Blade | 4 | 1.29% | 60.0 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 42:11 | 28:39 | 28:39 | 35:20 | 43:01 | 1:01:44 | 14:22 | 10:38 |
 | Blight Stone | 23 | 7.42% | 58.6 | 56.52% | +5.30% | -6.52% | -23.19% | -0.92% | 24:12 | 08:53 | 14:12 | 28:16 | 32:19 | 39:58 | 18:07 | 13:25 |
 | Ethereal Blade | 6 | 1.94% | 57.1 | 83.33% | +32.34% | -33.33% | +16.67% | 0.00% | 34:51 | 27:08 | 30:09 | 32:41 | 37:40 | 44:38 | 07:31 | 05:34 |
 | Crown | 6 | 1.94% | 55.7 | 83.33% | +32.34% | -33.33% | +16.67% | 0.00% | 26:40 | 09:02 | 26:06 | 27:54 | 30:54 | 35:28 | 04:48 | 03:33 |
 | Aeon Disk | 18 | 5.81% | 54.3 | 55.56% | +4.19% | +24.44% | -55.56% | -12.47% | 35:58 | 27:11 | 30:22 | 33:03 | 36:47 | 56:37 | 06:25 | 04:45 |
 | Desolator | 16 | 5.16% | 52.9 | 56.25% | +4.89% | +18.75% | -6.25% | -2.38% | 30:17 | 16:17 | 24:41 | 31:09 | 35:12 | 39:58 | 10:31 | 07:47 |
 | Ring of Protection | 35 | 11.29% | 51.4 | 45.71% | -6.65% | -1.27% | +32.07% | 5.59% | 05:23 | -01:30 | -01:29 | 02:49 | 07:27 | 50:38 | 08:56 | 06:37 |
 | Spirit Vessel | 14 | 4.52% | 50.0 | 57.14% | +5.79% | +42.86% | +9.53% | -8.58% | 15:42 | 12:09 | 12:28 | 13:50 | 16:21 | 27:13 | 03:53 | 02:52 |
 | Dagon (level 2) | 3 | 0.97% | 48.6 | 100.00% | +48.86% | 0.00% | 0.00% | 0.00% | 32:14 | 28:46 | 28:46 | 32:15 | 35:40 | 35:40 | 06:54 | 05:06 |
 | Urn of Shadows | 31 | 10.00% | 47.1 | 41.94% | -10.75% | -4.44% | +20.56% | 5.00% | 07:40 | 02:59 | 04:28 | 06:23 | 09:28 | 28:19 | 05:00 | 03:42 |
 | Tranquil Boots | 19 | 6.13% | 45.7 | 47.37% | -4.52% | -7.37% | -7.37% | 0.00% | 09:23 | 03:03 | 05:56 | 09:04 | 11:50 | 20:50 | 05:54 | 04:22 |
 | Ghost Scepter | 8 | 2.58% | 44.3 | 62.50% | +11.18% | -12.50% | -12.50% | 0.00% | 34:35 | 23:50 | 26:38 | 30:10 | 36:22 | 53:07 | 09:44 | 07:12 |
 | Blink Dagger | 9 | 2.90% | 42.9 | 55.56% | +4.06% | -5.56% | -55.56% | -5.40% | 32:45 | 20:04 | 26:23 | 32:50 | 35:39 | 46:35 | 09:16 | 06:51 |
 | Scythe of Vyse | 7 | 2.26% | 41.4 | 57.14% | +5.65% | -7.14% | -7.14% | 0.00% | 42:49 | 30:36 | 40:19 | 43:10 | 45:53 | 52:36 | 05:34 | 04:07 |
 | Aghanim's Blessing | 2 | 0.65% | 40.0 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 51:50 | 49:55 | 49:55 | 53:44 | 53:44 | 53:44 | 03:49 | 02:49 |
 | Assault Cuirass | 2 | 0.65% | 38.6 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 44:22 | 37:44 | 37:44 | 50:59 | 50:59 | 50:59 | 13:15 | 09:48 |
 | Dagon (level 3) | 2 | 0.65% | 37.1 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 36:05 | 35:09 | 35:09 | 37:01 | 37:01 | 37:01 | 01:52 | 01:22 |
 | Buckler | 2 | 0.65% | 35.7 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 43:48 | 36:57 | 36:57 | 50:38 | 50:38 | 50:38 | 13:41 | 10:08 |
 | Heaven's Halberd | 2 | 0.65% | 34.3 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 29:17 | 25:40 | 25:40 | 32:54 | 32:54 | 32:54 | 07:14 | 05:21 |
 | Ring of Basilius | 3 | 0.97% | 32.9 | 66.67% | +15.20% | +33.33% | 0.00% | 0.00% | 09:31 | 04:53 | 04:53 | 11:07 | 12:32 | 12:32 | 07:39 | 05:40 |
 | Orb of Venom | 11 | 3.55% | 31.4 | 36.36% | -15.81% | -3.03% | +30.31% | 33.34% | 01:34 | -01:29 | -01:29 | -01:23 | 02:17 | 10:37 | 03:46 | 02:47 |
 | Fluffy Hat | 7 | 2.26% | 30.0 | 42.86% | -8.96% | +7.14% | +7.14% | 0.00% | 11:03 | 07:43 | 10:42 | 11:22 | 12:03 | 12:30 | 01:21 | 01:00 |
 | Wind Waker | 4 | 1.29% | 28.6 | 50.00% | -1.63% | -50.00% | -50.00% | 0.00% | 42:12 | 36:42 | 36:42 | 39:01 | 45:30 | 47:34 | 08:48 | 06:31 |
 | Arcane Boots | 4 | 1.29% | 27.1 | 50.00% | -1.63% | -50.00% | +50.00% | 0.00% | 35:03 | 21:53 | 21:53 | 33:50 | 41:20 | 43:07 | 19:27 | 14:24 |
 | Daedalus | 1 | 0.32% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.32% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.32% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.32% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.32% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.32% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.32% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.32% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Orb of Corrosion | 5 | 1.61% | 14.3 | 40.00% | -11.80% | -40.00% | +60.00% | 0.00% | 11:23 | 09:37 | 09:37 | 11:22 | 12:30 | 12:36 | 02:53 | 02:08 |
 | Falcon Blade | 2 | 0.65% | 12.9 | 50.00% | -1.62% | +50.00% | 0.00% | 0.00% | 12:26 | 11:59 | 11:59 | 12:52 | 12:52 | 12:52 | 00:53 | 00:39 |
 | Crystalys | 2 | 0.65% | 11.4 | 50.00% | -1.62% | -50.00% | 0.00% | 0.00% | 34:17 | 33:24 | 33:24 | 35:10 | 35:10 | 35:10 | 01:46 | 01:18 |
 | Refresher Orb | 2 | 0.65% | 10.0 | 50.00% | -1.62% | +50.00% | 0.00% | 0.00% | 58:42 | 50:08 | 50:08 | 1:07:16 | 1:07:16 | 1:07:16 | 17:08 | 12:41 |
 | Force Staff | 4 | 1.29% | 8.6 | 0.00% | -52.29% | 0.00% | 0.00% | 0.00% | 23:46 | 17:48 | 17:48 | 20:45 | 23:25 | 33:07 | 05:37 | 04:09 |
 | Hood of Defiance | 1 | 0.32% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 |
 | Headdress | 1 | 0.32% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.32% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.32% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.32% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |