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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 | |
 | Blight Stone | 39 | 11.75% | 100.0 | 76.92% | +24.36% | +3.08% | +3.08% | 0.00% | 26:19 | -01:29 | 21:21 | 24:04 | 31:23 | 58:50 | 10:02 | 07:25 |
 | Desolator | 35 | 10.54% | 98.5 | 77.14% | +24.28% | +0.64% | +0.64% | 0.00% | 27:28 | 18:02 | 21:53 | 24:04 | 31:23 | 58:50 | 09:30 | 07:02 |
 | Witch Blade | 140 | 42.17% | 96.9 | 64.29% | +15.33% | +12.85% | -18.58% | -11.36% | 14:27 | 09:59 | 12:39 | 14:13 | 15:25 | 25:23 | 02:46 | 02:02 |
 | Chainmail | 140 | 42.17% | 95.4 | 64.29% | +15.33% | +10.00% | -21.43% | -10.59% | 12:55 | 06:51 | 11:06 | 12:22 | 14:04 | 24:14 | 02:58 | 02:11 |
 | Dagon (level 3) | 36 | 10.84% | 93.8 | 72.22% | +18.84% | +16.67% | -16.66% | -3.36% | 31:42 | 23:08 | 25:36 | 28:48 | 35:31 | 55:21 | 09:55 | 07:20 |
 | Dagon (level 4) | 30 | 9.04% | 92.3 | 73.33% | +19.69% | +1.67% | -16.19% | -3.10% | 33:15 | 24:34 | 29:45 | 31:10 | 35:31 | 47:58 | 05:46 | 04:16 |
 | Dagon | 57 | 17.17% | 90.8 | 66.67% | +13.58% | +4.76% | -23.81% | -2.84% | 26:19 | 16:20 | 20:33 | 23:49 | 30:37 | 55:28 | 10:04 | 07:27 |
 | Aghanim's Scepter | 154 | 46.39% | 89.2 | 60.39% | +9.27% | +6.28% | -7.76% | -2.30% | 30:18 | 21:36 | 26:41 | 29:26 | 32:48 | 55:33 | 06:07 | 04:31 |
 | Blink Dagger | 285 | 85.84% | 87.7 | 57.89% | +17.46% | -1.55% | -2.96% | -0.29% | 18:09 | 09:14 | 15:07 | 17:26 | 20:02 | 35:33 | 04:55 | 03:38 |
 | Null Talisman | 296 | 89.16% | 86.2 | 57.09% | +15.42% | +3.72% | -1.68% | -2.20% | 03:32 | -01:15 | 01:51 | 02:36 | 04:18 | 34:19 | 02:27 | 01:48 |
 | Aeon Disk | 46 | 13.86% | 84.6 | 67.39% | +13.89% | +7.61% | +5.34% | -0.23% | 33:14 | 21:17 | 27:20 | 32:01 | 37:18 | 55:43 | 09:58 | 07:22 |
 | Linken's Sphere | 71 | 21.39% | 83.1 | 63.38% | +10.12% | +8.84% | +3.29% | -0.65% | 29:20 | 19:23 | 24:29 | 27:18 | 32:59 | 46:42 | 08:30 | 06:17 |
 | Boots of Speed | 332 | 100.00% | 81.5 | 55.42% | +55.42% | +1.21% | -4.82% | -3.55% | 06:08 | -01:29 | 05:04 | 05:51 | 06:46 | 23:18 | 01:42 | 01:15 |
 | Ring of Health | 87 | 26.20% | 80.0 | 60.92% | +7.45% | +7.26% | -6.37% | -1.20% | 30:36 | 17:07 | 23:20 | 27:27 | 34:40 | 1:03:56 | 11:20 | 08:23 |
 | Dagon (level 2) | 44 | 13.25% | 78.5 | 65.91% | +12.09% | +15.91% | -20.46% | -4.11% | 29:47 | 20:29 | 23:36 | 26:55 | 32:27 | 54:54 | 08:51 | 06:33 |
 | Bottle | 260 | 78.31% | 76.9 | 55.38% | -0.18% | -1.53% | -1.53% | 0.00% | 03:12 | 01:14 | 02:28 | 03:03 | 03:45 | 08:45 | 01:17 | 00:57 |
 | Magic Wand | 161 | 48.49% | 75.4 | 57.14% | +3.34% | -2.14% | +2.86% | 1.16% | 07:53 | -01:29 | 05:25 | 07:38 | 09:44 | 24:11 | 04:19 | 03:11 |
 | Magic Stick | 182 | 54.82% | 73.8 | 56.59% | +2.59% | -8.76% | -3.26% | 0.94% | 05:27 | -01:29 | 02:32 | 05:24 | 08:23 | 17:04 | 05:51 | 04:20 |
 | Power Treads | 141 | 42.47% | 72.3 | 56.74% | +2.29% | +11.83% | -5.31% | -9.10% | 09:46 | 06:03 | 08:13 | 09:18 | 10:06 | 39:51 | 01:53 | 01:23 |
 | Void Stone | 159 | 47.89% | 70.8 | 55.97% | +1.06% | +4.03% | +6.53% | 0.26% | 25:46 | 11:20 | 19:52 | 23:36 | 29:23 | 60:04 | 09:31 | 07:02 |
 | Black King Bar | 39 | 11.75% | 69.2 | 61.54% | +6.93% | +8.46% | +8.46% | 0.00% | 28:25 | 21:22 | 23:55 | 27:50 | 31:07 | 46:37 | 07:12 | 05:20 |
 | Tranquil Boots | 20 | 6.02% | 67.7 | 70.00% | +15.51% | +10.00% | -10.00% | 0.00% | 11:35 | 06:03 | 09:45 | 10:53 | 14:00 | 16:40 | 04:15 | 03:08 |
 | Wind Lace | 97 | 29.22% | 66.2 | 52.58% | -4.02% | +18.25% | -10.91% | -3.50% | 16:20 | 05:06 | 11:33 | 16:02 | 19:53 | 38:11 | 08:20 | 06:10 |
 | Crown | 106 | 31.93% | 64.6 | 51.89% | -5.19% | -0.04% | -9.58% | -0.73% | 15:57 | 05:19 | 08:43 | 10:55 | 21:44 | 47:39 | 13:01 | 09:38 |
 | Dagon (level 5) | 23 | 6.93% | 63.1 | 65.22% | +10.53% | +18.11% | -15.22% | 0.00% | 34:30 | 26:17 | 31:13 | 32:54 | 34:40 | 49:21 | 03:27 | 02:33 |
 | Crystalys | 25 | 7.53% | 61.5 | 64.00% | +9.28% | +19.33% | -14.00% | -2.53% | 36:02 | 25:22 | 28:21 | 35:54 | 41:31 | 56:37 | 13:10 | 09:45 |
 | Ghost Scepter | 30 | 9.04% | 60.0 | 60.00% | +5.03% | +2.50% | +11.43% | 0.98% | 23:53 | 12:22 | 17:26 | 21:40 | 26:31 | 45:19 | 09:05 | 06:43 |
 | Veil of Discord | 68 | 20.48% | 58.5 | 50.00% | -6.82% | +8.82% | -14.71% | -10.86% | 12:04 | 07:37 | 10:04 | 10:35 | 12:14 | 32:32 | 02:10 | 01:36 |
 | Aether Lens | 32 | 9.64% | 56.9 | 56.25% | +0.92% | +6.25% | +18.75% | 1.34% | 35:24 | 15:42 | 30:47 | 36:05 | 40:07 | 55:23 | 09:20 | 06:54 |
 | Eul's Scepter of Divinity | 67 | 20.18% | 55.4 | 49.25% | -7.73% | +15.46% | -8.07% | -3.44% | 20:07 | 11:33 | 16:03 | 20:24 | 22:54 | 34:58 | 06:51 | 05:04 |
 | Ring of Basilius | 72 | 21.69% | 53.8 | 48.61% | -8.70% | +18.06% | -9.72% | -8.33% | 09:57 | 03:13 | 07:24 | 08:34 | 10:44 | 32:32 | 03:20 | 02:28 |
 | Ring of Protection | 59 | 17.77% | 52.3 | 49.15% | -7.63% | -2.48% | -15.82% | -3.10% | 04:28 | -01:29 | 01:50 | 04:40 | 06:08 | 11:39 | 04:18 | 03:11 |
 | Ethereal Blade | 24 | 7.23% | 50.8 | 58.33% | +3.14% | -8.33% | +25.00% | 0.00% | 26:26 | 16:25 | 20:20 | 24:22 | 28:24 | 45:30 | 08:04 | 05:58 |
 | Urn of Shadows | 57 | 17.17% | 49.2 | 49.12% | -7.61% | +22.31% | -6.26% | -12.89% | 06:40 | 02:05 | 05:23 | 06:09 | 07:36 | 12:16 | 02:13 | 01:38 |
 | Fluffy Hat | 4 | 1.20% | 47.7 | 100.00% | +45.12% | 0.00% | 0.00% | 0.00% | 07:59 | 05:02 | 05:02 | 05:20 | 05:29 | 16:04 | 00:27 | 00:20 |
 | Javelin | 16 | 4.82% | 46.2 | 62.50% | +7.44% | +12.50% | -12.50% | 0.00% | 24:40 | 19:09 | 19:33 | 23:46 | 29:04 | 31:15 | 09:31 | 07:02 |
 | Maelstrom | 16 | 4.82% | 44.6 | 62.50% | +7.44% | -12.50% | -12.50% | 0.00% | 24:51 | 19:31 | 20:12 | 23:46 | 29:04 | 31:15 | 08:52 | 06:34 |
 | Octarine Core | 21 | 6.33% | 43.1 | 57.14% | +1.83% | -17.14% | +2.86% | 0.00% | 39:56 | 20:40 | 34:27 | 40:40 | 46:00 | 55:23 | 11:33 | 08:33 |
 | Arcane Boots | 15 | 4.52% | 41.5 | 60.00% | +4.79% | +15.00% | -10.00% | 0.00% | 25:13 | 14:43 | 19:57 | 25:02 | 27:24 | 37:53 | 07:27 | 05:31 |
 | Daedalus | 14 | 4.22% | 40.0 | 57.14% | +1.79% | -7.14% | +9.53% | 0.00% | 39:04 | 29:16 | 33:26 | 37:44 | 42:12 | 54:22 | 08:46 | 06:29 |
 | Aghanim's Shard | 25 | 7.53% | 38.5 | 48.00% | -8.03% | +2.00% | -14.67% | -1.11% | 34:02 | 21:22 | 25:55 | 31:09 | 40:56 | 58:44 | 15:01 | 11:07 |
 | Kaya and Sange | 3 | 0.90% | 36.9 | 100.00% | +44.98% | 0.00% | 0.00% | 0.00% | 24:58 | 21:01 | 21:01 | 26:15 | 27:37 | 27:37 | 06:36 | 04:53 |
 | Scythe of Vyse | 3 | 0.90% | 35.4 | 100.00% | +44.98% | 0.00% | 0.00% | 0.00% | 43:32 | 41:27 | 41:27 | 41:28 | 47:41 | 47:41 | 06:14 | 04:37 |
 | Kaya | 5 | 1.51% | 33.8 | 80.00% | +24.95% | +20.00% | +20.00% | 0.00% | 23:56 | 19:36 | 19:36 | 25:49 | 25:54 | 26:26 | 06:18 | 04:40 |
 | Rod of Atos | 5 | 1.51% | 32.3 | 80.00% | +24.95% | +20.00% | +20.00% | 0.00% | 32:40 | 24:43 | 24:43 | 37:05 | 37:16 | 37:59 | 12:33 | 09:17 |
 | Spirit Vessel | 21 | 6.33% | 30.8 | 47.62% | -8.33% | +32.38% | -7.62% | 0.00% | 17:01 | 08:33 | 12:19 | 15:59 | 19:40 | 43:19 | 07:21 | 05:26 |
 | Aghanim's Blessing | 8 | 2.41% | 29.2 | 62.50% | +7.25% | +37.50% | -62.50% | 0.00% | 51:10 | 34:36 | 37:35 | 51:48 | 54:43 | 1:03:10 | 17:08 | 12:41 |
 | Force Staff | 14 | 4.22% | 27.7 | 50.00% | -5.66% | 0.00% | -16.67% | 0.00% | 22:59 | 14:40 | 18:19 | 21:46 | 29:57 | 35:29 | 11:38 | 08:37 |
 | Gleipnir | 4 | 1.20% | 26.2 | 75.00% | +19.82% | +25.00% | +25.00% | 0.00% | 31:36 | 25:11 | 25:11 | 26:33 | 37:07 | 37:34 | 11:56 | 08:50 |
 | Sange | 4 | 1.20% | 24.6 | 75.00% | +19.82% | +25.00% | -75.00% | 0.00% | 31:05 | 21:01 | 21:01 | 23:20 | 27:20 | 52:37 | 06:19 | 04:40 |
 | Eye of Skadi | 2 | 0.60% | 23.1 | 100.00% | +44.85% | 0.00% | 0.00% | 0.00% | 37:31 | 34:49 | 34:49 | 40:13 | 40:13 | 40:13 | 05:24 | 04:00 |
 | Refresher Orb | 8 | 2.41% | 21.5 | 37.50% | -18.36% | +12.50% | -37.50% | 0.00% | 52:11 | 43:37 | 46:11 | 50:20 | 54:54 | 1:05:07 | 08:43 | 06:27 |
 | Shiva's Guard | 4 | 1.20% | 20.0 | 50.00% | -5.49% | -50.00% | -50.00% | 0.00% | 39:39 | 30:49 | 30:49 | 37:52 | 40:30 | 49:26 | 09:41 | 07:10 |
 | Quelling Blade | 4 | 1.20% | 18.5 | 50.00% | -5.49% | +50.00% | -50.00% | 0.00% | 12:52 | 10:12 | 10:12 | 11:44 | 14:34 | 14:58 | 04:22 | 03:14 |
 | Arcane Blink | 4 | 1.20% | 16.9 | 50.00% | -5.49% | +50.00% | -50.00% | 0.00% | 51:09 | 33:30 | 33:30 | 48:06 | 51:33 | 1:11:25 | 18:03 | 13:22 |
 | Nullifier | 1 | 0.30% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.30% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.30% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.30% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Mjollnir | 5 | 1.51% | 9.2 | 40.00% | -15.66% | -40.00% | +60.00% | 0.00% | 33:19 | 24:34 | 24:34 | 35:02 | 35:54 | 36:49 | 11:20 | 08:23 |
 | Bloodstone | 2 | 0.60% | 7.7 | 50.00% | -5.45% | +50.00% | 0.00% | 0.00% | 32:22 | 30:57 | 30:57 | 33:46 | 33:46 | 33:46 | 02:49 | 02:05 |
 | Lotus Orb | 2 | 0.60% | 6.2 | 0.00% | -55.76% | 0.00% | 0.00% | 0.00% | 36:36 | 28:57 | 28:57 | 44:15 | 44:15 | 44:15 | 15:18 | 11:20 |
 | Bloodthorn | 1 | 0.30% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.30% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:49 | 41:49 | 41:49 | 41:49 | 41:49 | 41:49 | 00:00 | 00:00 |
 | Bracer | 1 | 0.30% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |