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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 | |
 | Daedalus | 23 | 16.31% | 100.0 | 73.91% | +32.38% | +9.42% | -23.91% | -4.76% | 36:49 | 26:38 | 32:34 | 35:33 | 39:34 | 52:55 | 07:00 | 05:11 |
 | Cornucopia | 29 | 20.57% | 98.6 | 62.07% | +19.21% | +9.36% | -4.93% | -1.51% | 37:51 | 18:30 | 32:05 | 35:42 | 41:34 | 1:05:43 | 09:29 | 07:01 |
 | Force Staff | 101 | 71.63% | 97.2 | 50.50% | +13.00% | -6.50% | -2.50% | 0.40% | 25:17 | 13:10 | 19:47 | 23:55 | 29:44 | 54:28 | 09:57 | 07:22 |
 | Linken's Sphere | 20 | 14.18% | 95.8 | 65.00% | +21.20% | +15.00% | +15.00% | 0.00% | 36:00 | 22:18 | 32:17 | 34:18 | 37:07 | 59:06 | 04:50 | 03:34 |
 | Mjollnir | 47 | 33.33% | 94.4 | 55.32% | +12.77% | +28.01% | -21.99% | -7.50% | 24:01 | 15:52 | 18:16 | 22:46 | 24:56 | 47:09 | 06:40 | 04:56 |
 | Hurricane Pike | 82 | 58.16% | 93.0 | 51.22% | +10.54% | +1.16% | +3.78% | 0.25% | 26:06 | 17:07 | 20:37 | 24:06 | 30:54 | 46:55 | 10:17 | 07:37 |
 | Moon Shard | 27 | 19.15% | 91.5 | 59.26% | +15.40% | -2.12% | -16.40% | -1.00% | 35:46 | 18:46 | 24:59 | 33:49 | 39:18 | 1:07:36 | 14:19 | 10:36 |
 | Black King Bar | 69 | 48.94% | 90.1 | 50.72% | +7.66% | +8.10% | +8.10% | 0.00% | 26:26 | 18:22 | 21:48 | 25:16 | 29:33 | 48:47 | 07:45 | 05:44 |
 | Boots of Speed | 140 | 99.29% | 88.7 | 46.43% | -53.57% | -9.29% | +10.71% | 7.55% | 04:40 | 01:01 | 03:12 | 04:22 | 05:51 | 17:57 | 02:39 | 01:57 |
 | Magic Wand | 133 | 94.33% | 87.3 | 46.62% | -3.38% | -10.26% | -1.17% | 2.70% | 02:26 | -01:30 | -01:29 | -01:29 | 04:51 | 53:58 | 06:20 | 04:41 |
 | Eye of Skadi | 11 | 7.80% | 85.9 | 72.73% | +28.11% | +27.27% | -6.06% | -3.44% | 35:42 | 24:06 | 31:04 | 34:31 | 40:46 | 45:18 | 09:42 | 07:11 |
 | Crystalys | 70 | 49.65% | 84.5 | 50.00% | +6.34% | +5.56% | -8.82% | -1.70% | 29:48 | 16:14 | 24:46 | 29:25 | 33:15 | 1:02:35 | 08:29 | 06:17 |
 | Rod of Atos | 17 | 12.06% | 83.1 | 64.71% | +20.36% | +10.29% | -14.71% | -8.93% | 18:13 | 13:38 | 16:17 | 17:45 | 19:05 | 24:08 | 02:48 | 02:04 |
 | Fluffy Hat | 111 | 78.72% | 81.7 | 46.85% | +0.18% | -7.56% | +10.29% | 1.02% | 18:04 | 01:28 | 07:36 | 18:43 | 25:03 | 54:28 | 17:27 | 12:55 |
 | Dragon Lance | 99 | 70.21% | 80.3 | 47.47% | +2.23% | +16.53% | -11.47% | -6.59% | 18:16 | 10:51 | 14:50 | 16:25 | 19:05 | 55:12 | 04:15 | 03:08 |
 | Headdress | 4 | 2.84% | 78.9 | 100.00% | +54.74% | 0.00% | 0.00% | 0.00% | 23:40 | 15:23 | 15:23 | 24:07 | 26:14 | 28:57 | 10:51 | 08:02 |
 | Javelin | 91 | 64.54% | 77.5 | 46.15% | -1.85% | +14.72% | -20.06% | -10.65% | 10:59 | 05:44 | 07:45 | 09:04 | 11:01 | 44:27 | 03:16 | 02:25 |
 | Maelstrom | 89 | 63.12% | 76.1 | 46.07% | -2.01% | +22.11% | -23.34% | -17.04% | 14:05 | 09:20 | 11:24 | 12:36 | 14:04 | 44:27 | 02:40 | 01:58 |
 | Arcane Boots | 32 | 22.70% | 74.6 | 53.13% | +8.18% | -3.13% | +9.37% | 4.12% | 10:54 | 04:24 | 09:13 | 10:41 | 12:15 | 19:35 | 03:02 | 02:14 |
 | Power Treads | 105 | 74.47% | 73.2 | 43.81% | -11.75% | +6.19% | -5.35% | -6.18% | 07:01 | 03:41 | 05:22 | 06:10 | 07:14 | 26:22 | 01:52 | 01:22 |
 | Aghanim's Shard | 17 | 12.06% | 71.8 | 58.82% | +13.66% | +16.18% | -8.82% | -1.58% | 32:51 | 18:14 | 23:54 | 32:12 | 39:45 | 47:19 | 15:51 | 11:44 |
 | Silver Edge | 47 | 33.33% | 70.4 | 46.81% | 0.00% | +19.86% | +3.19% | -2.76% | 32:33 | 22:02 | 28:31 | 31:26 | 34:33 | 56:29 | 06:02 | 04:28 |
 | Void Stone | 20 | 14.18% | 69.0 | 55.00% | +9.55% | -15.00% | +5.00% | 1.22% | 23:29 | 10:58 | 14:38 | 22:58 | 30:58 | 40:01 | 16:20 | 12:05 |
 | Refresher Orb | 13 | 9.22% | 67.6 | 61.54% | +16.23% | +38.46% | -61.54% | -14.60% | 47:39 | 35:21 | 41:01 | 44:23 | 47:52 | 1:05:54 | 06:51 | 05:04 |
 | Aether Lens | 13 | 9.22% | 66.2 | 61.54% | +16.23% | -28.21% | +38.46% | 7.06% | 23:27 | 12:45 | 16:38 | 23:54 | 26:05 | 38:42 | 09:27 | 07:00 |
 | Shadow Blade | 52 | 36.88% | 64.8 | 44.23% | -4.08% | +1.92% | -13.46% | -2.26% | 30:05 | 22:02 | 25:25 | 29:33 | 32:13 | 56:29 | 06:48 | 05:02 |
 | Drum of Endurance | 11 | 7.80% | 63.4 | 63.64% | +18.26% | +3.03% | +36.36% | 3.10% | 21:28 | 14:57 | 15:20 | 19:00 | 26:06 | 31:18 | 10:46 | 07:58 |
 | Magic Stick | 64 | 45.39% | 62.0 | 42.19% | -8.46% | -10.94% | +7.81% | 6.74% | 01:58 | -01:29 | -01:29 | 01:05 | 04:16 | 11:41 | 05:45 | 04:15 |
 | Monkey King Bar | 9 | 6.38% | 60.6 | 66.67% | +21.22% | -16.67% | -16.67% | 0.00% | 38:38 | 28:37 | 32:51 | 37:54 | 41:36 | 50:12 | 08:45 | 06:28 |
 | Chainmail | 3 | 2.13% | 59.2 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 22:13 | 15:31 | 15:31 | 24:07 | 27:02 | 27:02 | 11:31 | 08:31 |
 | Gleipnir | 3 | 2.13% | 57.7 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 42:03 | 24:08 | 24:08 | 48:02 | 53:58 | 53:58 | 29:50 | 22:05 |
 | Mekansm | 3 | 2.13% | 56.3 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 23:02 | 17:37 | 17:37 | 24:07 | 27:22 | 27:22 | 09:45 | 07:13 |
 | Blink Dagger | 12 | 8.51% | 54.9 | 58.33% | +12.59% | +8.34% | -25.00% | -1.35% | 39:28 | 19:16 | 26:32 | 35:10 | 51:16 | 1:08:27 | 24:44 | 18:19 |
 | Wind Lace | 37 | 26.24% | 53.5 | 43.24% | -4.84% | +1.20% | +12.32% | 1.76% | 13:23 | -01:29 | 10:17 | 13:04 | 16:37 | 25:26 | 06:20 | 04:41 |
 | Glimmer Cape | 8 | 5.67% | 52.1 | 62.50% | +16.64% | +37.50% | -12.50% | 0.00% | 29:50 | 18:24 | 19:19 | 21:39 | 32:43 | 52:13 | 13:24 | 09:55 |
 | Falcon Blade | 32 | 22.70% | 50.7 | 40.63% | -7.99% | -28.13% | -3.13% | 7.85% | 06:04 | 02:41 | 04:14 | 05:33 | 07:25 | 14:22 | 03:11 | 02:21 |
 | Quelling Blade | 20 | 14.18% | 49.3 | 45.00% | -2.11% | -5.00% | -5.00% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 01:46 | 00:00 | 00:00 |
 | Ring of Protection | 9 | 6.38% | 47.9 | 55.56% | +9.35% | -5.56% | +44.44% | 0.00% | 12:39 | 02:03 | 02:43 | 13:17 | 15:41 | 28:52 | 12:58 | 09:36 |
 | Manta Style | 4 | 2.84% | 46.5 | 75.00% | +29.01% | +25.00% | -75.00% | 0.00% | 33:52 | 29:48 | 29:48 | 32:30 | 34:23 | 38:46 | 04:35 | 03:23 |
 | Boots of Travel | 4 | 2.84% | 45.1 | 75.00% | +29.01% | +25.00% | -75.00% | 0.00% | 46:58 | 39:13 | 39:13 | 43:18 | 48:02 | 57:17 | 08:49 | 06:31 |
 | Orchid Malevolence | 2 | 1.42% | 43.7 | 100.00% | +53.96% | 0.00% | 0.00% | 0.00% | 34:56 | 31:32 | 31:32 | 38:19 | 38:19 | 38:19 | 06:47 | 05:01 |
 | Buckler | 2 | 1.42% | 42.3 | 100.00% | +53.96% | 0.00% | 0.00% | 0.00% | 24:54 | 20:28 | 20:28 | 29:19 | 29:19 | 29:19 | 08:51 | 06:33 |
 | Guardian Greaves | 2 | 1.42% | 40.8 | 100.00% | +53.96% | 0.00% | 0.00% | 0.00% | 25:29 | 21:10 | 21:10 | 29:47 | 29:47 | 29:47 | 08:37 | 06:22 |
 | Null Talisman | 2 | 1.42% | 39.4 | 100.00% | +53.96% | 0.00% | 0.00% | 0.00% | 02:08 | 01:43 | 01:43 | 02:33 | 02:33 | 02:33 | 00:50 | 00:37 |
 | Wraith Band | 11 | 7.80% | 38.0 | 45.45% | -1.47% | +21.22% | -12.12% | -1.55% | 12:26 | 02:09 | 02:55 | 09:17 | 24:23 | 26:22 | 21:28 | 15:54 |
 | Tranquil Boots | 8 | 5.67% | 36.6 | 50.00% | +3.38% | 0.00% | +50.00% | 0.00% | 23:54 | 09:37 | 15:08 | 20:01 | 23:16 | 53:58 | 08:08 | 06:01 |
 | Ring of Health | 5 | 3.55% | 35.2 | 60.00% | +13.68% | -60.00% | +40.00% | 0.00% | 27:56 | 14:51 | 14:51 | 29:14 | 33:56 | 40:01 | 19:05 | 14:08 |
 | Lotus Orb | 5 | 3.55% | 33.8 | 60.00% | +13.68% | -60.00% | +40.00% | 0.00% | 31:58 | 20:32 | 20:32 | 34:14 | 36:19 | 40:07 | 15:47 | 11:41 |
 | Yasha | 5 | 3.55% | 32.4 | 60.00% | +13.68% | +40.00% | -60.00% | 0.00% | 29:36 | 26:22 | 26:22 | 28:42 | 31:15 | 35:16 | 04:53 | 03:37 |
 | Mage Slayer | 14 | 9.93% | 31.0 | 35.71% | -12.32% | -10.71% | +30.96% | 6.14% | 15:38 | 09:51 | 11:28 | 14:46 | 18:15 | 26:05 | 06:47 | 05:01 |
 | Aghanim's Scepter | 6 | 4.26% | 29.6 | 50.00% | +3.33% | 0.00% | -50.00% | 0.00% | 39:44 | 21:35 | 28:28 | 34:48 | 39:51 | 1:18:04 | 11:23 | 08:25 |
 | Morbid Mask | 26 | 18.44% | 28.2 | 26.92% | -24.38% | +1.65% | +6.41% | 0.81% | 14:54 | 05:49 | 07:52 | 09:55 | 13:45 | 45:39 | 05:53 | 04:21 |
 | Bloodthorn | 3 | 2.13% | 26.8 | 66.67% | +20.29% | +33.33% | 0.00% | 0.00% | 37:22 | 31:32 | 31:32 | 38:40 | 41:53 | 41:53 | 10:21 | 07:40 |
 | Mask of Madness | 22 | 15.60% | 25.4 | 22.73% | -28.53% | +10.60% | -2.73% | -3.24% | 11:33 | 07:35 | 09:39 | 11:37 | 13:46 | 15:20 | 04:07 | 03:02 |
 | Pipe of Insight | 1 | 0.71% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.71% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:30 | 60:30 | 60:30 | 60:30 | 60:30 | 60:30 | 00:00 | 00:00 |
 | Pavise | 1 | 0.71% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 00:00 | 00:00 |
 | Desolator | 1 | 0.71% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:30 | 60:30 | 60:30 | 60:30 | 60:30 | 60:30 | 00:00 | 00:00 |
 | Satanic | 5 | 3.55% | 18.3 | 40.00% | -7.06% | -40.00% | -40.00% | 0.00% | 41:51 | 37:43 | 37:43 | 42:01 | 43:55 | 45:56 | 06:12 | 04:35 |
 | Urn of Shadows | 6 | 4.26% | 16.9 | 33.33% | -14.08% | +16.67% | -33.33% | 0.00% | 10:37 | 07:15 | 07:19 | 08:34 | 14:40 | 16:16 | 07:21 | 05:26 |
 | Boots of Bearing | 2 | 1.42% | 15.5 | 50.00% | +3.24% | -50.00% | 0.00% | 0.00% | 36:27 | 31:28 | 31:28 | 41:25 | 41:25 | 41:25 | 09:57 | 07:22 |
 | Aghanim's Blessing | 2 | 1.42% | 14.1 | 50.00% | +3.24% | +50.00% | 0.00% | 0.00% | 56:51 | 35:37 | 35:37 | 1:18:04 | 1:18:04 | 1:18:04 | 42:27 | 31:26 |
 | Swift Blink | 3 | 2.13% | 12.7 | 33.33% | -13.77% | -33.33% | 0.00% | 0.00% | 52:58 | 49:57 | 49:57 | 53:27 | 55:30 | 55:30 | 05:33 | 04:06 |
 | Divine Rapier | 3 | 2.13% | 11.3 | 33.33% | -13.77% | +66.67% | 0.00% | 0.00% | 54:52 | 46:08 | 46:08 | 55:58 | 1:02:31 | 1:02:31 | 16:23 | 12:08 |
 | Eul's Scepter of Divinity | 4 | 2.84% | 9.9 | 25.00% | -22.45% | +75.00% | -25.00% | 0.00% | 26:17 | 16:56 | 16:56 | 24:25 | 28:41 | 35:05 | 11:45 | 08:42 |
 | Hand of Midas | 6 | 4.26% | 8.5 | 16.67% | -31.48% | +33.33% | -16.67% | 0.00% | 22:40 | 08:15 | 10:50 | 17:34 | 29:20 | 41:28 | 18:30 | 13:42 |
 | Bottle | 1 | 0.71% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 |
 | Bracer | 1 | 0.71% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 1.42% | 4.2 | 0.00% | -47.48% | 0.00% | 0.00% | 0.00% | 57:55 | 47:03 | 47:03 | 1:08:47 | 1:08:47 | 1:08:47 | 21:44 | 16:05 |
 | Spirit Vessel | 3 | 2.13% | 2.8 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 20:10 | 15:19 | 15:19 | 21:36 | 23:36 | 23:36 | 08:17 | 06:08 |
 | Crown | 3 | 2.13% | 1.4 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 14:40 | 09:53 | 09:53 | 15:58 | 18:10 | 18:10 | 08:17 | 06:08 |