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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 | |
 | Kaya and Sange | 131 | 39.82% | 100.0 | 56.49% | +24.17% | -23.16% | +13.21% | 3.25% | 25:37 | 13:36 | 19:01 | 25:01 | 30:12 | 44:35 | 11:11 | 08:17 |
 | Sange | 135 | 41.03% | 98.3 | 56.30% | +24.34% | -12.18% | +11.35% | 2.08% | 24:47 | 13:36 | 18:26 | 23:35 | 29:45 | 44:22 | 11:19 | 08:22 |
 | Ring of Health | 57 | 17.33% | 96.6 | 59.65% | +21.41% | +4.64% | -2.51% | -0.66% | 35:06 | 05:58 | 28:53 | 34:41 | 39:40 | 58:39 | 10:47 | 07:59 |
 | Aeon Disk | 42 | 12.77% | 94.8 | 61.90% | +22.88% | +1.74% | -21.90% | -2.91% | 39:07 | 27:16 | 34:32 | 39:42 | 42:40 | 52:33 | 08:08 | 06:01 |
 | Shiva's Guard | 11 | 3.34% | 93.1 | 81.82% | +41.25% | +18.18% | -48.49% | 0.00% | 37:54 | 29:15 | 33:25 | 37:54 | 39:25 | 48:23 | 06:00 | 04:26 |
 | Aghanim's Scepter | 264 | 80.24% | 91.4 | 48.86% | +35.01% | +4.17% | -9.47% | -2.35% | 24:28 | 14:29 | 21:23 | 23:47 | 27:11 | 49:11 | 05:48 | 04:17 |
 | Aether Lens | 32 | 9.73% | 89.7 | 62.50% | +22.77% | +12.50% | +12.50% | 0.00% | 38:17 | 26:49 | 32:38 | 35:42 | 43:59 | 59:28 | 11:21 | 08:24 |
 | Kaya | 212 | 64.44% | 87.9 | 49.06% | +20.00% | -20.76% | +3.77% | 1.79% | 22:51 | 09:40 | 14:41 | 22:46 | 28:24 | 49:13 | 13:43 | 10:09 |
 | Aghanim's Shard | 135 | 41.03% | 86.2 | 50.37% | +14.29% | +5.51% | +2.57% | -0.26% | 29:45 | 15:01 | 23:27 | 27:58 | 34:43 | 1:06:39 | 11:16 | 08:20 |
 | Refresher Orb | 10 | 3.04% | 84.5 | 80.00% | +39.25% | +20.00% | -30.00% | 0.00% | 45:28 | 28:02 | 36:45 | 48:27 | 51:00 | 58:40 | 14:15 | 10:33 |
 | Void Stone | 202 | 61.40% | 82.8 | 47.03% | +13.17% | -9.78% | +6.97% | 1.24% | 19:33 | 07:29 | 12:19 | 15:11 | 25:51 | 58:39 | 13:32 | 10:01 |
 | Chainmail | 160 | 48.63% | 81.0 | 47.50% | +10.81% | +2.50% | +2.50% | 0.00% | 09:55 | 03:24 | 07:48 | 09:20 | 11:22 | 45:30 | 03:34 | 02:38 |
 | Magic Wand | 310 | 94.22% | 79.3 | 43.87% | +33.34% | -6.69% | +1.58% | 2.42% | 06:37 | -01:29 | 04:28 | 05:49 | 07:53 | 19:17 | 03:25 | 02:31 |
 | Magic Stick | 314 | 95.44% | 77.6 | 43.31% | +29.98% | -0.27% | -3.57% | -1.08% | 03:58 | -01:29 | 02:14 | 02:37 | 05:18 | 19:17 | 03:04 | 02:16 |
 | Phase Boots | 100 | 30.40% | 75.9 | 48.00% | +8.70% | +12.00% | -4.00% | -8.50% | 09:14 | 06:08 | 08:05 | 09:05 | 09:58 | 17:03 | 01:53 | 01:23 |
 | Bottle | 320 | 97.26% | 74.1 | 42.19% | +8.86% | +6.56% | -3.44% | -10.00% | 01:38 | 00:29 | 01:22 | 01:34 | 01:44 | 08:26 | 00:22 | 00:16 |
 | Boots of Speed | 329 | 100.00% | 72.4 | 41.95% | +41.95% | +3.17% | -0.49% | -1.80% | 05:15 | 01:20 | 04:14 | 05:14 | 06:16 | 12:07 | 02:02 | 01:30 |
 | Quelling Blade | 324 | 98.48% | 70.7 | 41.98% | +1.98% | +9.87% | -2.47% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Null Talisman | 220 | 66.87% | 69.0 | 43.18% | +3.73% | +0.46% | +0.46% | 0.00% | 04:48 | 01:37 | 03:48 | 04:26 | 05:27 | 24:23 | 01:39 | 01:13 |
 | Linken's Sphere | 40 | 12.16% | 67.2 | 52.50% | +12.02% | +7.50% | -2.50% | -1.39% | 34:42 | 21:11 | 30:09 | 34:46 | 37:21 | 49:46 | 07:12 | 05:20 |
 | Witch Blade | 84 | 25.53% | 65.5 | 46.43% | +6.02% | +10.71% | -17.86% | -10.85% | 14:46 | 09:26 | 12:38 | 13:41 | 15:16 | 45:53 | 02:38 | 01:57 |
 | Ghost Scepter | 48 | 14.59% | 63.8 | 50.00% | +9.43% | -33.33% | +16.67% | 5.21% | 28:00 | 11:36 | 22:56 | 29:01 | 32:32 | 40:33 | 09:36 | 07:06 |
 | Eul's Scepter of Divinity | 145 | 44.07% | 62.1 | 42.76% | +1.46% | +1.68% | +1.68% | 0.00% | 16:33 | 11:26 | 13:38 | 15:08 | 16:52 | 1:06:51 | 03:14 | 02:23 |
 | Wind Lace | 161 | 48.94% | 60.3 | 42.24% | +0.57% | -2.24% | -7.24% | -0.99% | 13:03 | -01:25 | 09:18 | 11:44 | 14:21 | 1:06:27 | 05:03 | 03:44 |
 | Orchid Malevolence | 4 | 1.22% | 58.6 | 100.00% | +58.77% | 0.00% | 0.00% | 0.00% | 15:24 | 13:30 | 13:30 | 15:03 | 15:37 | 17:26 | 02:07 | 01:34 |
 | Black King Bar | 52 | 15.81% | 56.9 | 48.08% | +7.29% | +5.77% | -1.93% | -0.91% | 32:31 | 21:40 | 28:15 | 32:00 | 36:45 | 56:52 | 08:30 | 06:17 |
 | Ethereal Blade | 40 | 12.16% | 55.2 | 45.00% | +3.48% | -35.00% | +25.00% | 4.62% | 29:13 | 14:12 | 21:17 | 29:50 | 34:17 | 43:59 | 13:00 | 09:37 |
 | Octarine Core | 21 | 6.38% | 53.4 | 52.38% | +11.15% | +7.62% | +27.62% | 2.06% | 42:24 | 31:57 | 37:14 | 41:36 | 46:57 | 55:11 | 09:43 | 07:11 |
 | Power Treads | 58 | 17.63% | 51.7 | 39.66% | -2.78% | +7.01% | -18.23% | -16.46% | 08:12 | 04:54 | 07:13 | 07:53 | 08:45 | 18:10 | 01:32 | 01:08 |
 | Dagon (level 4) | 7 | 2.13% | 50.0 | 71.43% | +30.13% | +28.57% | +28.57% | 0.00% | 47:44 | 33:22 | 35:44 | 51:50 | 52:00 | 59:34 | 16:16 | 12:02 |
 | Aghanim's Blessing | 3 | 0.91% | 48.3 | 100.00% | +58.59% | 0.00% | 0.00% | 0.00% | 60:05 | 55:47 | 55:47 | 60:43 | 1:03:44 | 1:03:44 | 07:57 | 05:53 |
 | Dagon (level 3) | 10 | 3.04% | 46.6 | 60.00% | +18.62% | +40.00% | -10.00% | 0.00% | 46:43 | 31:37 | 38:23 | 49:29 | 54:42 | 57:41 | 16:19 | 12:05 |
 | Dagon (level 2) | 10 | 3.04% | 44.8 | 60.00% | +18.62% | +6.67% | -10.00% | 0.00% | 44:24 | 28:54 | 35:25 | 48:21 | 53:16 | 56:11 | 17:51 | 13:13 |
 | Wind Waker | 8 | 2.43% | 43.1 | 62.50% | +21.07% | -12.50% | +37.50% | 0.00% | 51:11 | 34:55 | 46:59 | 48:33 | 54:44 | 1:07:02 | 07:45 | 05:44 |
 | Crown | 11 | 3.34% | 41.4 | 54.55% | +13.04% | +12.12% | +12.12% | 0.00% | 41:52 | 28:43 | 35:25 | 44:17 | 49:29 | 53:31 | 14:04 | 10:25 |
 | Dagon | 11 | 3.34% | 39.7 | 54.55% | +13.04% | +12.12% | +12.12% | 0.00% | 41:52 | 28:43 | 35:25 | 44:17 | 49:29 | 53:31 | 14:04 | 10:25 |
 | Dagon (level 5) | 6 | 1.82% | 37.9 | 66.67% | +25.18% | -16.67% | +33.33% | 0.00% | 51:09 | 35:36 | 49:17 | 52:00 | 54:49 | 1:02:22 | 05:32 | 04:05 |
 | Buckler | 2 | 0.61% | 36.2 | 100.00% | +58.41% | 0.00% | 0.00% | 0.00% | 37:50 | 25:56 | 25:56 | 49:43 | 49:43 | 49:43 | 23:47 | 17:37 |
 | Ring of Protection | 11 | 3.34% | 34.5 | 45.45% | +3.63% | +21.22% | -12.12% | 0.00% | 09:23 | 04:53 | 06:08 | 07:15 | 08:18 | 25:56 | 02:10 | 01:36 |
 | Urn of Shadows | 10 | 3.04% | 32.8 | 40.00% | -2.01% | +26.67% | -40.00% | 0.00% | 08:35 | 07:04 | 07:18 | 07:50 | 08:56 | 12:10 | 01:38 | 01:12 |
 | Hand of Midas | 6 | 1.82% | 31.0 | 50.00% | +8.20% | 0.00% | -50.00% | 0.00% | 11:01 | 08:04 | 09:31 | 11:14 | 12:42 | 13:01 | 03:11 | 02:21 |
 | Spirit Vessel | 7 | 2.13% | 29.3 | 42.86% | +0.93% | +57.14% | -42.86% | 0.00% | 14:47 | 10:58 | 12:43 | 13:24 | 16:29 | 19:23 | 03:46 | 02:47 |
 | Orb of Venom | 1 | 0.30% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.30% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.30% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.30% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.30% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.30% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 0.91% | 17.2 | 33.33% | -8.69% | -33.33% | 0.00% | 0.00% | 18:38 | 05:59 | 05:59 | 18:13 | 31:43 | 31:43 | 25:44 | 19:03 |
 | Arcane Boots | 6 | 1.82% | 15.5 | 16.67% | -25.74% | -16.67% | -16.67% | 0.00% | 32:33 | 22:10 | 28:51 | 29:47 | 39:54 | 41:37 | 11:03 | 08:11 |
 | Blink Dagger | 8 | 2.43% | 13.8 | 12.50% | -30.18% | +37.50% | -12.50% | 0.00% | 43:50 | 29:12 | 32:10 | 45:13 | 46:33 | 57:19 | 14:23 | 10:39 |
 | Nullifier | 1 | 0.30% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.30% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.30% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 0.61% | 6.9 | 0.00% | -42.20% | 0.00% | 0.00% | 0.00% | 12:56 | 07:28 | 07:28 | 18:24 | 18:24 | 18:24 | 10:56 | 08:05 |
 | Scythe of Vyse | 2 | 0.61% | 5.2 | 0.00% | -42.20% | 0.00% | 0.00% | 0.00% | 45:38 | 44:15 | 44:15 | 47:01 | 47:01 | 47:01 | 02:46 | 02:02 |
 | Helm of Iron Will | 1 | 0.30% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.30% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |