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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 | |
 | Cornucopia | 22 | 22.22% | 100.0 | 68.18% | +26.62% | -1.51% | +11.82% | 0.76% | 43:55 | 13:03 | 35:42 | 41:17 | 53:11 | 1:14:37 | 17:29 | 12:57 |
 | Wind Lace | 39 | 39.39% | 98.5 | 58.97% | +18.97% | +11.03% | +11.03% | 0.00% | 13:18 | -01:29 | 09:29 | 12:55 | 16:04 | 28:38 | 06:35 | 04:52 |
 | Refresher Orb | 14 | 14.14% | 97.1 | 71.43% | +27.90% | +3.57% | -4.76% | -0.48% | 51:54 | 37:10 | 42:57 | 47:49 | 60:21 | 1:14:38 | 17:24 | 12:53 |
 | Headdress | 4 | 4.04% | 95.6 | 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 |
 | Force Staff | 69 | 69.70% | 94.1 | 50.72% | +10.72% | +2.22% | -3.66% | -0.63% | 26:54 | 15:16 | 21:29 | 26:21 | 30:48 | 54:28 | 09:19 | 06:54 |
 | Drum of Endurance | 15 | 15.15% | 92.6 | 66.67% | +22.62% | +8.33% | +33.33% | 2.51% | 19:12 | 11:54 | 13:56 | 16:23 | 23:53 | 31:18 | 09:57 | 07:22 |
 | Rod of Atos | 17 | 17.17% | 91.2 | 64.71% | +20.81% | +10.29% | -14.71% | -8.93% | 18:13 | 13:38 | 16:17 | 17:45 | 19:05 | 24:08 | 02:48 | 02:04 |
 | Aether Lens | 17 | 17.17% | 89.7 | 64.71% | +20.81% | -39.71% | +10.29% | 5.43% | 24:23 | 12:45 | 17:38 | 25:16 | 26:50 | 38:42 | 09:12 | 06:48 |
 | Arcane Boots | 36 | 36.36% | 88.2 | 55.56% | +12.70% | 0.00% | +11.11% | 3.35% | 11:20 | 04:24 | 09:34 | 11:04 | 12:53 | 19:35 | 03:19 | 02:27 |
 | Magic Wand | 97 | 97.98% | 86.8 | 47.42% | -2.58% | -5.75% | +2.58% | 1.61% | 03:34 | -01:30 | -01:29 | 02:20 | 06:39 | 53:58 | 08:08 | 06:01 |
 | Boots of Speed | 98 | 98.99% | 85.3 | 46.94% | -53.06% | +1.06% | +11.39% | 3.37% | 04:36 | 01:28 | 03:03 | 04:02 | 06:07 | 10:24 | 03:04 | 02:16 |
 | Fluffy Hat | 72 | 72.73% | 83.8 | 48.61% | +4.17% | -4.17% | +6.95% | 0.74% | 19:14 | 02:15 | 10:48 | 18:43 | 25:45 | 54:28 | 14:57 | 11:04 |
 | Black King Bar | 49 | 49.49% | 82.4 | 51.02% | +7.02% | +7.31% | +15.65% | 1.07% | 26:59 | 18:22 | 22:33 | 24:32 | 30:20 | 48:47 | 07:47 | 05:45 |
 | Blink Dagger | 12 | 12.12% | 80.9 | 66.67% | +21.84% | 0.00% | 0.00% | 0.00% | 44:28 | 19:16 | 27:26 | 44:19 | 52:47 | 1:08:27 | 25:21 | 18:46 |
 | Silver Edge | 40 | 40.40% | 79.4 | 50.00% | +4.24% | +20.00% | -10.00% | -5.86% | 33:11 | 23:20 | 29:26 | 31:29 | 34:33 | 56:29 | 05:07 | 03:47 |
 | Void Stone | 24 | 24.24% | 77.9 | 54.17% | +8.84% | -20.84% | -4.17% | 1.11% | 25:00 | 10:58 | 15:53 | 24:56 | 30:58 | 43:25 | 15:05 | 11:10 |
 | Aghanim's Shard | 15 | 15.15% | 76.5 | 60.00% | +14.76% | +15.00% | +15.00% | 0.00% | 33:19 | 18:14 | 23:54 | 34:00 | 39:45 | 44:48 | 15:51 | 11:44 |
 | Crystalys | 47 | 47.47% | 75.0 | 46.81% | -1.27% | +19.86% | -13.48% | -7.41% | 31:00 | 16:44 | 27:33 | 30:12 | 32:03 | 1:02:35 | 04:30 | 03:20 |
 | Hurricane Pike | 47 | 47.47% | 73.5 | 46.81% | -1.27% | -5.14% | -5.14% | 0.00% | 27:47 | 17:38 | 21:10 | 26:55 | 32:28 | 46:55 | 11:18 | 08:22 |
 | Dragon Lance | 58 | 58.59% | 72.1 | 44.83% | -6.39% | +15.17% | -1.97% | -2.79% | 20:13 | 12:08 | 15:43 | 17:04 | 21:52 | 55:12 | 06:09 | 04:33 |
 | Shadow Blade | 43 | 43.43% | 70.6 | 46.51% | -1.70% | -10.15% | -19.24% | -1.37% | 30:06 | 21:59 | 25:23 | 30:29 | 32:02 | 56:29 | 06:39 | 04:55 |
 | Linken's Sphere | 11 | 11.11% | 69.1 | 63.64% | +18.19% | +3.03% | +36.36% | 4.47% | 38:36 | 18:30 | 33:53 | 38:19 | 41:20 | 59:06 | 07:27 | 05:31 |
 | Magic Stick | 58 | 58.59% | 67.6 | 43.10% | -10.56% | -16.43% | +14.04% | 9.10% | 02:18 | -01:29 | -01:29 | 01:27 | 04:50 | 11:41 | 06:19 | 04:40 |
 | Mjollnir | 34 | 34.34% | 66.2 | 47.06% | -0.63% | +8.50% | -9.56% | -3.22% | 23:03 | 17:09 | 18:55 | 21:32 | 24:32 | 42:12 | 05:37 | 04:09 |
 | Mekansm | 3 | 3.03% | 64.7 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 23:02 | 17:37 | 17:37 | 24:07 | 27:22 | 27:22 | 09:45 | 07:13 |
 | Chainmail | 3 | 3.03% | 63.2 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 22:13 | 15:31 | 15:31 | 24:07 | 27:02 | 27:02 | 11:31 | 08:31 |
 | Gleipnir | 3 | 3.03% | 61.8 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 42:03 | 24:08 | 24:08 | 48:02 | 53:58 | 53:58 | 29:50 | 22:05 |
 | Blight Stone | 3 | 3.03% | 60.3 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 19:11 | -01:29 | -01:29 | -01:29 | 60:30 | 60:30 | 1:01:59 | 45:54 |
 | Maelstrom | 60 | 60.61% | 58.8 | 41.67% | -14.74% | +18.33% | -21.67% | -16.33% | 14:41 | 09:20 | 11:42 | 12:56 | 14:09 | 44:27 | 02:27 | 01:48 |
 | Moon Shard | 14 | 14.14% | 57.4 | 57.14% | +11.26% | -32.14% | -23.81% | 0.37% | 41:39 | 19:47 | 31:43 | 34:55 | 54:15 | 1:07:36 | 22:32 | 16:41 |
 | Javelin | 61 | 61.62% | 55.9 | 40.98% | -16.91% | +5.69% | -20.98% | -8.94% | 11:16 | 05:44 | 08:00 | 09:08 | 10:59 | 44:27 | 02:59 | 02:12 |
 | Eye of Skadi | 5 | 5.05% | 54.4 | 80.00% | +34.26% | +20.00% | +20.00% | 0.00% | 37:18 | 30:14 | 30:14 | 39:08 | 40:41 | 41:54 | 10:27 | 07:44 |
 | Power Treads | 59 | 59.60% | 52.9 | 40.68% | -16.82% | +5.99% | -14.01% | -10.26% | 07:11 | 03:41 | 05:25 | 06:22 | 07:22 | 26:22 | 01:57 | 01:26 |
 | Tranquil Boots | 12 | 12.12% | 51.5 | 58.33% | +12.35% | -25.00% | +8.34% | 3.74% | 26:27 | 09:37 | 19:26 | 23:16 | 28:21 | 53:58 | 08:55 | 06:36 |
 | Daedalus | 8 | 8.08% | 50.0 | 62.50% | +16.35% | -12.50% | -62.50% | 0.00% | 37:33 | 30:25 | 31:30 | 37:10 | 38:34 | 50:52 | 07:04 | 05:14 |
 | Aghanim's Scepter | 8 | 8.08% | 48.5 | 62.50% | +16.35% | -12.50% | -12.50% | 0.00% | 39:27 | 21:35 | 28:28 | 35:07 | 39:51 | 1:18:04 | 11:23 | 08:25 |
 | Falcon Blade | 16 | 16.16% | 47.1 | 43.75% | -4.44% | +6.25% | +31.25% | 12.82% | 05:50 | 03:24 | 04:40 | 05:16 | 06:37 | 08:37 | 01:57 | 01:26 |
 | Guardian Greaves | 2 | 2.02% | 45.6 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% | 25:29 | 21:10 | 21:10 | 29:47 | 29:47 | 29:47 | 08:37 | 06:22 |
 | Buckler | 2 | 2.02% | 44.1 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% | 24:54 | 20:28 | 20:28 | 29:19 | 29:19 | 29:19 | 08:51 | 06:33 |
 | Monkey King Bar | 10 | 10.10% | 42.6 | 50.00% | +2.81% | -16.67% | 0.00% | 1.91% | 38:12 | 29:16 | 32:51 | 36:04 | 41:36 | 50:12 | 08:45 | 06:28 |
 | Glimmer Cape | 7 | 7.07% | 41.2 | 57.14% | +10.40% | +42.86% | -7.14% | 0.00% | 29:25 | 18:24 | 19:19 | 21:39 | 31:14 | 52:13 | 11:55 | 08:49 |
 | Ring of Protection | 8 | 8.08% | 39.7 | 50.00% | +2.75% | 0.00% | +50.00% | 0.00% | 12:31 | 02:03 | 02:43 | 09:13 | 15:41 | 28:52 | 12:58 | 09:36 |
 | Lotus Orb | 5 | 5.05% | 38.2 | 60.00% | +13.19% | -60.00% | +40.00% | 0.00% | 31:58 | 20:32 | 20:32 | 34:14 | 36:19 | 40:07 | 15:47 | 11:41 |
 | Divine Rapier | 5 | 5.05% | 36.8 | 60.00% | +13.19% | +40.00% | +40.00% | 0.00% | 57:09 | 46:08 | 46:08 | 55:58 | 1:02:31 | 1:12:40 | 16:23 | 12:08 |
 | Ring of Health | 5 | 5.05% | 35.3 | 60.00% | +13.19% | -60.00% | +40.00% | 0.00% | 27:56 | 14:51 | 14:51 | 29:14 | 33:56 | 40:01 | 19:05 | 14:08 |
 | Wraith Band | 9 | 9.09% | 33.8 | 44.44% | -3.34% | +5.56% | +5.56% | 0.00% | 21:45 | 02:55 | 13:10 | 25:02 | 26:22 | 27:16 | 13:12 | 09:46 |
 | Quelling Blade | 20 | 20.20% | 32.4 | 30.00% | -21.90% | +30.00% | -30.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Swift Blink | 3 | 3.03% | 30.9 | 66.67% | +19.79% | -66.67% | 0.00% | 0.00% | 55:43 | 49:57 | 49:57 | 53:27 | 1:03:44 | 1:03:44 | 13:47 | 10:12 |
 | Boots of Bearing | 3 | 3.03% | 29.4 | 66.67% | +19.79% | -66.67% | 0.00% | 0.00% | 37:36 | 31:28 | 31:28 | 39:54 | 41:25 | 41:25 | 09:57 | 07:22 |
 | Mage Slayer | 1 | 1.01% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.01% | 26.5 | 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 |
 | Desolator | 1 | 1.01% | 25.0 | 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 |
 | Urn of Shadows | 6 | 6.06% | 23.5 | 33.33% | -15.06% | +16.67% | -33.33% | 0.00% | 10:37 | 07:15 | 07:19 | 08:34 | 14:40 | 16:16 | 07:21 | 05:26 |
 | Boots of Travel | 2 | 2.02% | 22.1 | 50.00% | +2.58% | +50.00% | 0.00% | 0.00% | 52:40 | 48:02 | 48:02 | 57:17 | 57:17 | 57:17 | 09:15 | 06:51 |
 | Scythe of Vyse | 2 | 2.02% | 20.6 | 50.00% | +2.58% | -50.00% | 0.00% | 0.00% | 47:56 | 43:25 | 43:25 | 52:26 | 52:26 | 52:26 | 09:01 | 06:40 |
 | Aghanim's Blessing | 2 | 2.02% | 19.1 | 50.00% | +2.58% | +50.00% | 0.00% | 0.00% | 1:06:09 | 54:13 | 54:13 | 1:18:04 | 1:18:04 | 1:18:04 | 23:51 | 17:40 |
 | Yasha | 2 | 2.02% | 17.6 | 50.00% | +2.58% | +50.00% | 0.00% | 0.00% | 30:49 | 26:22 | 26:22 | 35:16 | 35:16 | 35:16 | 08:54 | 06:35 |
 | Manta Style | 2 | 2.02% | 16.2 | 50.00% | +2.58% | +50.00% | 0.00% | 0.00% | 34:17 | 29:48 | 29:48 | 38:46 | 38:46 | 38:46 | 08:58 | 06:38 |
 | Morbid Mask | 11 | 11.11% | 14.7 | 18.18% | -32.96% | -18.18% | +48.49% | 12.62% | 10:47 | 05:49 | 07:48 | 11:49 | 13:05 | 14:07 | 05:17 | 03:54 |
 | Mask of Madness | 11 | 11.11% | 13.2 | 18.18% | -32.96% | -18.18% | +15.15% | 7.87% | 11:58 | 08:10 | 09:37 | 12:16 | 13:51 | 15:18 | 04:14 | 03:08 |
 | Boots of Travel 2 | 3 | 3.03% | 11.8 | 33.33% | -14.59% | -33.33% | 0.00% | 0.00% | 1:01:36 | 47:03 | 47:03 | 1:08:47 | 1:08:58 | 1:08:58 | 21:55 | 16:14 |
 | Eul's Scepter of Divinity | 4 | 4.04% | 10.3 | 25.00% | -23.42% | +75.00% | -25.00% | 0.00% | 26:17 | 16:56 | 16:56 | 24:25 | 28:41 | 35:05 | 11:45 | 08:42 |
 | Crown | 3 | 3.03% | 8.8 | 0.00% | -48.96% | 0.00% | 0.00% | 0.00% | 14:40 | 09:53 | 09:53 | 15:58 | 18:10 | 18:10 | 08:17 | 06:08 |
 | Spirit Vessel | 3 | 3.03% | 7.4 | 0.00% | -48.96% | 0.00% | 0.00% | 0.00% | 20:10 | 15:19 | 15:19 | 21:36 | 23:36 | 23:36 | 08:17 | 06:08 |
 | Bracer | 1 | 1.01% | 5.9 | 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 |
 | Satanic | 1 | 1.01% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.01% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 00:00 | 00:00 |
 | Hand of Midas | 6 | 6.06% | 1.5 | 0.00% | -50.54% | 0.00% | 0.00% | 0.00% | 23:39 | 10:50 | 14:11 | 17:34 | 29:20 | 41:28 | 15:09 | 11:13 |