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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 | |
 | Aghanim's Scepter | 97 | 47.55% | 100.0 | 60.82% | +14.09% | +10.01% | -6.65% | -2.33% | 31:26 | 20:30 | 27:37 | 31:37 | 34:46 | 41:45 | 07:09 | 05:17 |
 | Black King Bar | 25 | 12.25% | 98.4 | 72.00% | +21.16% | +11.33% | -5.33% | -2.78% | 26:53 | 20:52 | 22:54 | 25:11 | 28:53 | 36:24 | 05:59 | 04:25 |
 | Void Stone | 86 | 42.16% | 96.8 | 59.30% | +10.15% | +8.88% | -6.92% | -1.78% | 24:50 | 08:57 | 20:42 | 23:37 | 29:35 | 49:29 | 08:53 | 06:34 |
 | Witch Blade | 150 | 73.53% | 95.2 | 56.00% | +9.70% | +4.53% | +3.46% | -0.42% | 13:23 | 08:31 | 11:46 | 12:39 | 14:19 | 25:39 | 02:33 | 01:53 |
 | Sange | 26 | 12.75% | 93.5 | 69.23% | +18.11% | +2.20% | -2.56% | -0.68% | 24:24 | 12:51 | 20:36 | 24:56 | 27:34 | 36:24 | 06:58 | 05:09 |
 | Chainmail | 151 | 74.02% | 91.9 | 55.63% | +8.46% | -0.37% | -3.00% | -1.20% | 11:56 | 04:04 | 10:27 | 11:16 | 12:39 | 25:38 | 02:12 | 01:37 |
 | Blink Dagger | 198 | 97.06% | 90.3 | 54.04% | +20.71% | +3.96% | +7.18% | 0.70% | 18:16 | 09:38 | 15:46 | 17:34 | 20:21 | 44:13 | 04:35 | 03:23 |
 | Boots of Speed | 204 | 100.00% | 88.7 | 53.43% | +53.43% | -4.41% | +5.39% | 5.65% | 05:38 | -01:29 | 04:46 | 05:40 | 06:30 | 11:25 | 01:44 | 01:17 |
 | Kaya and Sange | 23 | 11.27% | 87.1 | 69.57% | +18.19% | -2.90% | +13.76% | 4.90% | 26:14 | 13:07 | 24:22 | 26:32 | 27:46 | 39:13 | 03:24 | 02:31 |
 | Null Talisman | 193 | 94.61% | 85.5 | 52.85% | -10.79% | +9.65% | -4.93% | -14.58% | 03:39 | -00:20 | 03:08 | 03:35 | 04:06 | 07:20 | 00:58 | 00:42 |
 | Bottle | 185 | 90.69% | 83.9 | 52.43% | -10.73% | +4.09% | -6.78% | -10.87% | 01:57 | 00:40 | 01:30 | 01:46 | 02:03 | 09:32 | 00:33 | 00:24 |
 | Ring of Health | 58 | 28.43% | 82.3 | 58.62% | +7.25% | +8.05% | -8.62% | -2.04% | 28:01 | 15:01 | 23:37 | 26:54 | 31:47 | 49:29 | 08:10 | 06:02 |
 | Power Treads | 60 | 29.41% | 80.6 | 58.33% | +6.94% | +15.00% | -5.00% | -3.41% | 11:25 | 05:18 | 08:21 | 09:25 | 14:13 | 30:29 | 05:52 | 04:20 |
 | Magic Stick | 141 | 69.12% | 79.0 | 53.19% | -0.78% | +15.38% | -7.48% | -6.69% | 05:01 | -01:29 | 03:08 | 04:37 | 06:33 | 18:42 | 03:25 | 02:31 |
 | Wind Lace | 34 | 16.67% | 77.4 | 61.76% | +10.00% | +16.02% | +0.74% | -1.81% | 17:40 | 07:22 | 12:24 | 18:36 | 20:51 | 38:21 | 08:27 | 06:15 |
 | Magic Wand | 132 | 64.71% | 75.8 | 51.52% | -5.42% | -3.04% | -6.07% | -1.04% | 06:54 | -01:29 | 04:56 | 06:25 | 07:50 | 18:42 | 02:54 | 02:08 |
 | Linken's Sphere | 49 | 24.02% | 74.2 | 57.14% | +4.88% | +26.19% | -15.47% | -7.04% | 28:11 | 20:54 | 24:48 | 26:55 | 30:43 | 43:10 | 05:55 | 04:22 |
 | Kaya | 29 | 14.22% | 72.6 | 62.07% | +10.07% | +9.36% | +9.36% | 0.00% | 25:09 | 10:42 | 21:37 | 24:39 | 26:51 | 38:47 | 05:14 | 03:52 |
 | Dagon (level 3) | 24 | 11.76% | 71.0 | 62.50% | +10.28% | +20.83% | -12.50% | -4.24% | 36:12 | 27:18 | 29:24 | 32:55 | 37:16 | 56:27 | 07:52 | 05:49 |
 | Dagon (level 2) | 33 | 16.18% | 69.4 | 57.58% | +4.95% | +4.92% | -7.58% | -1.55% | 34:39 | 22:15 | 27:59 | 31:56 | 36:02 | 1:03:01 | 08:03 | 05:57 |
 | Eul's Scepter of Divinity | 31 | 15.20% | 67.7 | 58.06% | +5.46% | +16.94% | -8.06% | -4.42% | 20:43 | 11:12 | 16:56 | 20:22 | 22:35 | 38:55 | 05:39 | 04:11 |
 | Dagon (level 4) | 17 | 8.33% | 66.1 | 64.71% | +12.30% | +35.29% | -14.71% | -4.37% | 37:30 | 29:13 | 31:27 | 34:49 | 42:53 | 56:40 | 11:26 | 08:28 |
 | Crown | 51 | 25.00% | 64.5 | 50.98% | -3.27% | -12.52% | -12.52% | 0.00% | 26:28 | 04:23 | 15:20 | 25:59 | 32:05 | 1:03:01 | 16:45 | 12:24 |
 | Refresher Orb | 4 | 1.96% | 62.9 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 43:20 | 31:14 | 31:14 | 40:41 | 49:30 | 51:54 | 18:16 | 13:31 |
 | Dagon | 41 | 20.10% | 61.3 | 51.22% | -2.77% | +8.78% | -1.22% | -1.10% | 32:08 | 17:55 | 25:20 | 30:25 | 34:23 | 1:03:01 | 09:03 | 06:42 |
 | Dagon (level 5) | 14 | 6.86% | 59.7 | 64.29% | +11.66% | +35.71% | -30.96% | -8.37% | 38:22 | 30:15 | 32:52 | 34:12 | 40:50 | 58:12 | 07:58 | 05:54 |
 | Aether Lens | 12 | 5.88% | 58.1 | 66.67% | +14.07% | 0.00% | -33.34% | 0.00% | 37:57 | 23:52 | 35:25 | 37:57 | 39:45 | 48:10 | 04:20 | 03:12 |
 | Octarine Core | 10 | 4.90% | 56.5 | 70.00% | +17.42% | +30.00% | -70.00% | 0.00% | 42:41 | 37:57 | 40:24 | 40:34 | 43:46 | 52:48 | 03:22 | 02:29 |
 | Crystalys | 10 | 4.90% | 54.8 | 70.00% | +17.42% | -3.33% | -20.00% | 0.00% | 37:26 | 26:18 | 33:11 | 35:24 | 42:17 | 60:36 | 09:06 | 06:44 |
 | Ring of Protection | 10 | 4.90% | 53.2 | 70.00% | +17.42% | +30.00% | -20.00% | 0.00% | 05:25 | -01:29 | 03:45 | 04:35 | 08:08 | 13:38 | 04:23 | 03:14 |
 | Urn of Shadows | 10 | 4.90% | 51.6 | 70.00% | +17.42% | +30.00% | -20.00% | 0.00% | 07:25 | 03:20 | 04:56 | 05:59 | 08:09 | 15:03 | 03:13 | 02:22 |
 | Aeon Disk | 32 | 15.69% | 50.0 | 50.00% | -4.07% | -25.00% | +12.50% | 2.73% | 32:53 | 19:34 | 25:21 | 31:18 | 39:05 | 53:28 | 13:44 | 10:10 |
 | Aghanim's Shard | 13 | 6.37% | 48.4 | 61.54% | +8.66% | +5.13% | -28.21% | -4.08% | 41:48 | 28:15 | 35:08 | 39:40 | 43:18 | 1:01:15 | 08:10 | 06:02 |
 | Aghanim's Blessing | 5 | 2.45% | 46.8 | 80.00% | +27.24% | -80.00% | +20.00% | 0.00% | 51:21 | 46:32 | 46:32 | 50:20 | 52:57 | 59:45 | 06:25 | 04:45 |
 | Ghost Scepter | 20 | 9.80% | 45.2 | 45.00% | -9.35% | -25.00% | -5.00% | 1.66% | 29:32 | 12:49 | 23:41 | 29:12 | 35:46 | 46:24 | 12:05 | 08:57 |
 | Ethereal Blade | 14 | 6.86% | 43.5 | 50.00% | -3.68% | 0.00% | -16.67% | -1.50% | 32:37 | 17:36 | 26:55 | 33:25 | 38:02 | 46:44 | 11:07 | 08:14 |
 | Blight Stone | 10 | 4.90% | 41.9 | 50.00% | -3.61% | -16.67% | 0.00% | 0.00% | 26:10 | 18:56 | 24:42 | 26:15 | 29:34 | 33:42 | 04:52 | 03:36 |
 | Desolator | 10 | 4.90% | 40.3 | 50.00% | -3.61% | -16.67% | 0.00% | 0.00% | 26:53 | 21:34 | 24:42 | 26:15 | 29:34 | 33:42 | 04:52 | 03:36 |
 | Tranquil Boots | 2 | 0.98% | 38.7 | 100.00% | +47.03% | 0.00% | 0.00% | 0.00% | 09:02 | 07:32 | 07:32 | 10:31 | 10:31 | 10:31 | 02:59 | 02:12 |
 | Ring of Basilius | 14 | 6.86% | 37.1 | 42.86% | -11.35% | -17.86% | -9.53% | 2.84% | 07:12 | -01:29 | 05:59 | 07:08 | 08:55 | 15:20 | 02:56 | 02:10 |
 | Veil of Discord | 12 | 5.88% | 35.5 | 41.67% | -12.50% | +25.00% | -8.34% | 0.00% | 11:02 | 08:16 | 09:02 | 10:04 | 11:13 | 18:28 | 02:11 | 01:37 |
 | Javelin | 6 | 2.94% | 33.9 | 50.00% | -3.54% | 0.00% | +50.00% | 0.00% | 25:39 | 14:04 | 18:49 | 22:01 | 31:01 | 39:02 | 12:12 | 09:02 |
 | Maelstrom | 6 | 2.94% | 32.3 | 50.00% | -3.54% | 0.00% | +50.00% | 0.00% | 26:13 | 17:00 | 19:00 | 22:22 | 31:01 | 39:02 | 12:01 | 08:54 |
 | Force Staff | 3 | 1.47% | 30.6 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 19:04 | 14:47 | 14:47 | 20:02 | 22:24 | 22:24 | 07:37 | 05:38 |
 | Fluffy Hat | 3 | 1.47% | 29.0 | 66.67% | +13.44% | -66.67% | 0.00% | 0.00% | 13:31 | 12:15 | 12:15 | 14:06 | 14:13 | 14:13 | 01:58 | 01:27 |
 | Quelling Blade | 3 | 1.47% | 27.4 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 02:24 | -01:13 | -01:13 | 04:04 | 04:20 | 04:20 | 05:33 | 04:06 |
 | Arcane Boots | 8 | 3.92% | 25.8 | 37.50% | -16.58% | +62.50% | -37.50% | 0.00% | 22:38 | 15:05 | 16:18 | 21:07 | 23:17 | 39:41 | 06:59 | 05:10 |
 | Daedalus | 4 | 1.96% | 24.2 | 50.00% | -3.50% | -50.00% | +50.00% | 0.00% | 39:37 | 36:30 | 36:30 | 38:26 | 38:41 | 44:51 | 02:11 | 01:37 |
 | Spirit Vessel | 4 | 1.96% | 22.6 | 50.00% | -3.50% | +50.00% | -50.00% | 0.00% | 13:56 | 12:25 | 12:25 | 12:27 | 12:38 | 18:12 | 00:13 | 00:09 |
 | Mjollnir | 1 | 0.49% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.49% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.49% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.49% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.49% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.49% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.49% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.49% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Headdress | 1 | 0.49% | 8.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.49% | 6.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:23 | 52:23 | 52:23 | 52:23 | 52:23 | 52:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.49% | 4.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Shiva's Guard | 5 | 2.45% | 3.2 | 40.00% | -13.77% | -40.00% | +60.00% | 0.00% | 32:54 | 25:52 | 25:52 | 33:39 | 34:45 | 40:23 | 08:53 | 06:34 |
 | Arcane Blink | 3 | 1.47% | 1.6 | 33.33% | -20.40% | +66.67% | 0.00% | 0.00% | 50:37 | 45:23 | 45:23 | 52:22 | 54:06 | 54:06 | 08:43 | 06:27 |