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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 | |
 | Tranquil Boots | 22 | 12.15% | 100.0 | 68.18% | +24.15% | +15.15% | -8.18% | -1.58% | 21:23 | 08:29 | 14:12 | 14:53 | 28:57 | 46:48 | 14:45 | 10:55 |
 | Blink Dagger | 91 | 50.28% | 98.1 | 54.95% | +16.06% | +1.57% | -7.12% | -0.85% | 25:01 | 11:29 | 19:57 | 25:10 | 30:10 | 43:45 | 10:13 | 07:34 |
 | Magic Wand | 118 | 65.19% | 96.3 | 51.69% | +13.59% | +4.98% | -3.41% | -1.34% | 10:45 | 01:12 | 07:26 | 10:42 | 13:41 | 22:42 | 06:15 | 04:37 |
 | Black King Bar | 14 | 7.73% | 94.4 | 71.43% | +26.52% | -21.43% | +28.57% | 3.66% | 31:43 | 20:58 | 24:24 | 31:21 | 38:03 | 42:45 | 13:39 | 10:06 |
 | Magic Stick | 169 | 93.37% | 92.6 | 47.93% | +14.60% | +4.45% | -14.60% | -3.24% | 03:50 | -01:29 | -01:29 | 02:24 | 07:22 | 20:40 | 08:51 | 06:33 |
 | Blight Stone | 111 | 61.33% | 90.7 | 49.55% | +6.69% | +0.45% | +11.16% | 6.56% | 01:56 | -01:29 | -01:29 | -01:29 | 03:07 | 23:41 | 04:36 | 03:24 |
 | Boots of Speed | 180 | 99.45% | 88.9 | 46.67% | -53.33% | -8.89% | +4.44% | 3.70% | 06:34 | -01:29 | 04:46 | 06:24 | 08:22 | 17:13 | 03:36 | 02:40 |
 | Void Stone | 37 | 20.44% | 87.0 | 56.76% | +12.32% | -12.32% | -23.43% | -0.67% | 26:40 | 11:26 | 17:07 | 24:22 | 33:36 | 56:59 | 16:29 | 12:12 |
 | Wind Lace | 111 | 61.33% | 85.2 | 48.65% | +4.36% | -2.22% | +4.92% | 1.43% | 13:16 | -01:29 | 09:54 | 13:12 | 14:53 | 46:36 | 04:59 | 03:41 |
 | Aghanim's Shard | 114 | 62.98% | 83.3 | 48.25% | +3.47% | +6.92% | -5.39% | -1.70% | 26:56 | 20:01 | 22:11 | 25:28 | 29:25 | 1:02:55 | 07:14 | 05:21 |
 | Medallion of Courage | 92 | 50.83% | 81.5 | 48.91% | +3.97% | +7.61% | +11.96% | 1.07% | 12:13 | 05:39 | 09:28 | 11:37 | 13:32 | 23:54 | 04:04 | 03:00 |
 | Chainmail | 99 | 54.70% | 79.6 | 48.48% | +3.36% | +11.52% | +7.52% | -0.80% | 11:41 | 04:26 | 08:59 | 11:10 | 14:00 | 23:40 | 05:01 | 03:42 |
 | Ring of Health | 17 | 9.39% | 77.8 | 64.71% | +19.59% | +10.29% | -39.71% | -7.71% | 34:41 | 23:20 | 30:09 | 30:51 | 36:38 | 54:29 | 06:29 | 04:48 |
 | Solar Crest | 66 | 36.46% | 75.9 | 50.00% | +4.78% | +20.59% | +25.00% | 0.79% | 19:50 | 12:57 | 16:38 | 19:11 | 22:15 | 29:12 | 05:37 | 04:09 |
 | Drum of Endurance | 4 | 2.21% | 74.1 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 22:19 | 16:42 | 16:42 | 16:56 | 24:40 | 30:57 | 07:58 | 05:54 |
 | Fluffy Hat | 66 | 36.46% | 72.2 | 48.48% | +2.39% | +10.34% | -10.98% | -1.67% | 19:55 | 03:47 | 12:52 | 18:58 | 25:36 | 46:29 | 12:44 | 09:25 |
 | Arcane Boots | 40 | 22.10% | 70.4 | 52.50% | +7.11% | +7.50% | +17.50% | 1.22% | 16:46 | 08:33 | 10:47 | 13:08 | 18:57 | 39:12 | 08:10 | 06:02 |
 | Crown | 82 | 45.30% | 68.5 | 46.34% | -1.13% | +15.56% | +8.66% | -1.12% | 15:38 | 03:53 | 12:31 | 15:05 | 18:40 | 28:17 | 06:09 | 04:33 |
 | Force Staff | 51 | 28.18% | 66.7 | 49.02% | +2.87% | +12.52% | -10.56% | -2.13% | 25:50 | 14:47 | 19:43 | 25:36 | 30:34 | 46:29 | 10:51 | 08:02 |
 | Crystalys | 9 | 4.97% | 64.8 | 66.67% | +20.74% | +33.33% | -16.67% | 0.00% | 40:44 | 33:08 | 33:23 | 41:17 | 43:51 | 53:31 | 10:28 | 07:45 |
 | Headdress | 14 | 7.73% | 63.0 | 57.14% | +11.03% | +17.86% | +9.53% | -0.55% | 11:39 | -01:29 | -01:28 | 14:42 | 16:42 | 23:59 | 18:10 | 13:27 |
 | Power Treads | 7 | 3.87% | 61.1 | 71.43% | +25.45% | -21.43% | -21.43% | 0.00% | 07:56 | 06:49 | 06:57 | 07:59 | 08:10 | 09:14 | 01:13 | 00:54 |
 | Aghanim's Scepter | 17 | 9.39% | 59.3 | 52.94% | +6.60% | +22.06% | -2.94% | -1.92% | 28:24 | 16:17 | 19:56 | 26:26 | 32:59 | 44:51 | 13:03 | 09:40 |
 | Shadow Blade | 5 | 2.76% | 57.4 | 80.00% | +33.98% | +20.00% | +20.00% | 0.00% | 31:59 | 27:20 | 27:20 | 32:34 | 32:54 | 36:13 | 05:34 | 04:07 |
 | Eul's Scepter of Divinity | 20 | 11.05% | 55.6 | 50.00% | +3.42% | +10.00% | -10.00% | -3.91% | 21:19 | 16:18 | 17:44 | 19:24 | 22:51 | 35:19 | 05:07 | 03:47 |
 | Glimmer Cape | 13 | 7.18% | 53.7 | 53.85% | +7.42% | -20.52% | -53.85% | -4.82% | 25:23 | 17:15 | 21:58 | 25:00 | 28:53 | 31:01 | 06:55 | 05:07 |
 | Mekansm | 11 | 6.08% | 51.9 | 54.55% | +8.08% | +12.12% | +45.45% | 6.31% | 19:54 | 14:18 | 17:22 | 18:49 | 22:39 | 25:29 | 05:17 | 03:54 |
 | Ring of Protection | 26 | 14.36% | 50.0 | 38.46% | -9.93% | -24.17% | -21.79% | 0.16% | 10:08 | -01:29 | 01:43 | 05:34 | 16:10 | 43:22 | 14:27 | 10:42 |
 | Soul Ring | 13 | 7.18% | 48.1 | 46.15% | -0.87% | -12.82% | -12.82% | 0.00% | 08:22 | 03:57 | 04:08 | 07:03 | 09:44 | 18:45 | 05:36 | 04:08 |
 | Linken's Sphere | 2 | 1.10% | 46.3 | 100.00% | +53.63% | 0.00% | 0.00% | 0.00% | 44:47 | 34:54 | 34:54 | 54:39 | 54:39 | 54:39 | 19:45 | 14:37 |
 | Bracer | 2 | 1.10% | 44.4 | 100.00% | +53.63% | 0.00% | 0.00% | 0.00% | 02:06 | 01:55 | 01:55 | 02:17 | 02:17 | 02:17 | 00:22 | 00:16 |
 | Veil of Discord | 14 | 7.73% | 42.6 | 42.86% | -4.45% | +32.14% | -42.86% | -19.07% | 14:24 | 10:07 | 12:27 | 13:05 | 16:23 | 19:27 | 03:56 | 02:54 |
 | Ring of Basilius | 19 | 10.50% | 40.7 | 36.84% | -11.31% | +3.16% | -16.84% | -2.46% | 07:54 | -01:29 | 04:03 | 06:52 | 12:10 | 25:05 | 08:07 | 06:00 |
 | Lotus Orb | 9 | 4.97% | 38.9 | 44.44% | -2.65% | +5.56% | -44.44% | 0.00% | 35:00 | 28:30 | 28:54 | 33:59 | 38:31 | 42:42 | 09:37 | 07:07 |
 | Aeon Disk | 3 | 1.66% | 37.0 | 66.67% | +20.04% | -66.67% | 0.00% | 0.00% | 36:27 | 35:40 | 35:40 | 36:29 | 37:11 | 37:11 | 01:31 | 01:07 |
 | Javelin | 3 | 1.66% | 35.2 | 66.67% | +20.04% | +33.33% | 0.00% | 0.00% | 33:39 | 30:12 | 30:12 | 33:28 | 37:16 | 37:16 | 07:04 | 05:14 |
 | Silver Edge | 3 | 1.66% | 33.3 | 66.67% | +20.04% | +33.33% | 0.00% | 0.00% | 37:55 | 33:48 | 33:48 | 37:09 | 42:48 | 42:48 | 09:00 | 06:40 |
 | Maelstrom | 1 | 0.55% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.55% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.55% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.55% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:59 | 56:59 | 56:59 | 56:59 | 56:59 | 56:59 | 00:00 | 00:00 |
 | Ghost Scepter | 10 | 5.52% | 24.1 | 30.00% | -17.95% | +3.33% | +20.00% | 0.00% | 34:30 | 25:36 | 28:24 | 31:39 | 37:16 | 48:25 | 08:52 | 06:34 |
 | Bottle | 6 | 3.31% | 22.2 | 33.33% | -14.10% | +16.67% | -33.33% | 0.00% | 01:46 | 01:06 | 01:07 | 01:18 | 01:43 | 03:54 | 00:36 | 00:26 |
 | Buckler | 6 | 3.31% | 20.4 | 33.33% | -14.10% | +16.67% | -33.33% | 0.00% | 26:57 | 15:36 | 20:16 | 24:31 | 29:22 | 43:22 | 09:06 | 06:44 |
 | Refresher Orb | 2 | 1.10% | 18.5 | 50.00% | +3.07% | +50.00% | 0.00% | 0.00% | 44:33 | 40:05 | 40:05 | 49:01 | 49:01 | 49:01 | 08:56 | 06:37 |
 | Guardian Greaves | 2 | 1.10% | 16.7 | 50.00% | +3.07% | +50.00% | 0.00% | 0.00% | 25:53 | 21:54 | 21:54 | 29:51 | 29:51 | 29:51 | 07:57 | 05:53 |
 | Dagon | 2 | 1.10% | 14.8 | 50.00% | +3.07% | +50.00% | 0.00% | 0.00% | 34:23 | 32:58 | 32:58 | 35:47 | 35:47 | 35:47 | 02:49 | 02:05 |
 | Monkey King Bar | 2 | 1.10% | 13.0 | 50.00% | +3.07% | +50.00% | 0.00% | 0.00% | 34:09 | 30:38 | 30:38 | 37:39 | 37:39 | 37:39 | 07:01 | 05:11 |
 | Spirit Vessel | 3 | 1.66% | 11.1 | 33.33% | -13.86% | +66.67% | 0.00% | 0.00% | 20:16 | 17:41 | 17:41 | 20:51 | 22:15 | 22:15 | 04:34 | 03:22 |
 | Urn of Shadows | 4 | 2.21% | 9.3 | 25.00% | -22.46% | -25.00% | -25.00% | 0.00% | 11:36 | 06:56 | 06:56 | 12:17 | 13:15 | 13:55 | 06:19 | 04:40 |
 | Quelling Blade | 3 | 1.66% | 7.4 | 0.00% | -47.75% | 0.00% | 0.00% | 0.00% | 20:00 | 12:44 | 12:44 | 22:57 | 24:20 | 24:20 | 11:36 | 08:35 |
 | Assault Cuirass | 1 | 0.55% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Sange | 1 | 0.55% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.55% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 00:00 | 00:00 |