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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 | |
 | Rod of Atos | 55 | 24.55% | 100.0 | 70.91% | +28.90% | +7.66% | +7.66% | 0.00% | 36:26 | 18:39 | 28:18 | 34:09 | 42:35 | 57:08 | 14:17 | 10:34 |
 | Gleipnir | 57 | 25.45% | 98.5 | 70.18% | +28.26% | +8.39% | +8.39% | 0.00% | 37:50 | 19:47 | 29:06 | 35:11 | 43:38 | 59:55 | 14:32 | 10:45 |
 | Crown | 57 | 25.45% | 97.0 | 70.18% | +28.26% | +8.39% | +8.39% | 0.00% | 35:37 | 18:37 | 27:43 | 33:24 | 42:34 | 57:07 | 14:51 | 11:00 |
 | Void Stone | 85 | 37.95% | 95.5 | 65.88% | +27.03% | +5.55% | -8.74% | -0.75% | 34:07 | 10:44 | 24:13 | 33:24 | 43:22 | 59:24 | 19:09 | 14:11 |
 | Ring of Health | 59 | 26.34% | 94.0 | 67.80% | +25.38% | +18.87% | -7.80% | -1.39% | 35:01 | 13:38 | 24:55 | 33:24 | 44:10 | 56:31 | 19:15 | 14:15 |
 | Linken's Sphere | 35 | 15.63% | 92.5 | 71.43% | +26.46% | +6.35% | -15.87% | -2.50% | 31:23 | 19:04 | 24:30 | 29:37 | 33:24 | 56:31 | 08:54 | 06:35 |
 | Aghanim's Scepter | 102 | 45.54% | 91.0 | 61.76% | +23.24% | +7.47% | +6.24% | -0.21% | 32:39 | 19:52 | 29:25 | 32:26 | 35:25 | 50:49 | 06:00 | 04:26 |
 | Aghanim's Blessing | 11 | 4.91% | 89.6 | 81.82% | +34.40% | +18.18% | -48.49% | -9.73% | 50:59 | 39:07 | 47:11 | 51:35 | 54:02 | 58:23 | 06:51 | 05:04 |
 | Black King Bar | 173 | 77.23% | 88.1 | 52.02% | +12.80% | +20.07% | -12.49% | -7.46% | 23:48 | 15:54 | 21:01 | 22:48 | 25:23 | 44:34 | 04:22 | 03:14 |
 | Shiva's Guard | 35 | 15.63% | 86.6 | 62.86% | +16.30% | +26.03% | -18.42% | -4.13% | 36:32 | 20:47 | 31:47 | 36:57 | 42:32 | 47:37 | 10:45 | 07:57 |
 | Maelstrom | 197 | 87.95% | 85.1 | 51.27% | +17.94% | +16.08% | -12.49% | -11.35% | 16:06 | 11:17 | 14:25 | 15:38 | 16:56 | 31:10 | 02:31 | 01:51 |
 | Bottle | 213 | 95.09% | 83.6 | 50.70% | +32.52% | +0.24% | -5.42% | -5.66% | 02:08 | 00:28 | 01:25 | 01:36 | 01:54 | 12:37 | 00:29 | 00:21 |
 | Javelin | 198 | 88.39% | 82.1 | 51.01% | +16.39% | +16.99% | -4.07% | -5.40% | 13:04 | 07:30 | 10:37 | 12:03 | 14:31 | 30:52 | 03:54 | 02:53 |
 | Orb of Venom | 162 | 72.32% | 80.6 | 51.85% | +9.91% | +9.13% | -14.35% | -5.68% | 07:00 | 02:00 | 04:42 | 06:29 | 08:50 | 16:05 | 04:08 | 03:03 |
 | Orb of Corrosion | 162 | 72.32% | 79.1 | 51.85% | +9.91% | +4.25% | -11.85% | -3.74% | 07:58 | 02:54 | 05:42 | 07:39 | 10:00 | 18:12 | 04:18 | 03:11 |
 | Quelling Blade | 218 | 97.32% | 77.6 | 50.46% | +50.46% | +0.45% | +3.24% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 03:16 | 00:00 | 00:00 |
 | Kaya and Sange | 66 | 29.46% | 76.1 | 56.06% | +9.86% | +2.76% | -12.31% | -1.97% | 31:05 | 19:54 | 26:03 | 30:22 | 33:41 | 53:40 | 07:38 | 05:39 |
 | Fluffy Hat | 166 | 74.11% | 74.6 | 50.60% | +5.77% | +4.16% | -14.01% | -4.24% | 07:33 | 01:41 | 04:58 | 06:54 | 09:15 | 56:41 | 04:17 | 03:10 |
 | Boots of Speed | 224 | 100.00% | 73.1 | 49.11% | +49.11% | -13.40% | +2.68% | 8.93% | 04:28 | -01:29 | 03:42 | 04:31 | 05:30 | 08:49 | 01:48 | 01:20 |
 | Phase Boots | 203 | 90.63% | 71.6 | 49.26% | +1.64% | +17.41% | -12.01% | -15.09% | 09:01 | 05:21 | 07:45 | 08:43 | 09:42 | 35:11 | 01:57 | 01:26 |
 | Chainmail | 203 | 90.63% | 70.1 | 49.26% | +1.64% | +13.49% | -8.08% | -10.44% | 08:20 | 03:43 | 07:03 | 07:57 | 09:07 | 35:11 | 02:04 | 01:31 |
 | Blight Stone | 212 | 94.64% | 68.7 | 49.06% | -0.94% | +1.88% | -5.66% | -3.40% | 03:52 | -01:29 | 02:29 | 02:59 | 04:42 | 24:14 | 02:13 | 01:38 |
 | Magic Wand | 210 | 93.75% | 67.2 | 49.05% | -0.95% | -9.43% | +4.80% | 3.32% | 07:36 | -01:29 | 05:15 | 07:08 | 09:32 | 26:06 | 04:17 | 03:10 |
 | Magic Stick | 217 | 96.88% | 65.7 | 48.85% | -8.29% | -6.26% | -2.55% | 0.68% | 04:47 | -01:29 | 02:19 | 03:40 | 07:44 | 17:07 | 05:25 | 04:00 |
 | Octarine Core | 10 | 4.46% | 64.2 | 80.00% | +32.34% | +20.00% | -30.00% | 0.00% | 44:36 | 28:42 | 37:59 | 41:49 | 51:48 | 1:01:50 | 13:49 | 10:14 |
 | Sange | 60 | 26.79% | 62.7 | 55.00% | +8.05% | -8.33% | +5.00% | 1.81% | 28:48 | 18:16 | 24:58 | 28:27 | 32:21 | 41:48 | 07:23 | 05:28 |
 | Aghanim's Shard | 114 | 50.89% | 61.2 | 50.88% | +3.61% | +4.29% | -11.59% | -2.33% | 29:17 | 19:44 | 25:07 | 28:28 | 31:56 | 44:36 | 06:49 | 05:02 |
 | Aether Lens | 12 | 5.36% | 59.7 | 75.00% | +27.36% | +25.00% | -8.33% | -2.02% | 43:44 | 28:42 | 35:19 | 39:06 | 51:47 | 1:01:50 | 16:28 | 12:11 |
 | Refresher Orb | 26 | 11.61% | 58.2 | 61.54% | +14.07% | -4.40% | -28.21% | -2.38% | 47:15 | 36:54 | 41:53 | 47:46 | 51:52 | 60:47 | 09:59 | 07:23 |
 | Kaya | 72 | 32.14% | 56.7 | 50.00% | +1.32% | 0.00% | -5.56% | -0.66% | 27:44 | 17:30 | 23:17 | 27:06 | 31:46 | 41:53 | 08:29 | 06:17 |
 | Boots of Travel | 19 | 8.48% | 55.2 | 63.16% | +15.36% | -3.16% | -3.16% | 0.00% | 33:37 | 19:15 | 23:50 | 34:38 | 38:00 | 48:42 | 14:10 | 10:29 |
 | Aeon Disk | 10 | 4.46% | 53.7 | 70.00% | +21.87% | +30.00% | -20.00% | 0.00% | 46:08 | 39:28 | 40:03 | 44:11 | 49:16 | 1:01:11 | 09:13 | 06:49 |
 | Wind Lace | 20 | 8.93% | 52.2 | 55.00% | +6.47% | -15.00% | +5.00% | 1.36% | 15:02 | -01:29 | 04:18 | 14:32 | 18:59 | 59:25 | 14:41 | 10:52 |
 | Battle Fury | 5 | 2.23% | 50.7 | 80.00% | +31.60% | +20.00% | +20.00% | 0.00% | 27:50 | 14:45 | 14:45 | 34:30 | 35:43 | 37:14 | 20:58 | 15:31 |
 | Eul's Scepter of Divinity | 10 | 4.46% | 49.3 | 60.00% | +11.40% | +6.67% | +40.00% | 0.00% | 24:31 | 13:14 | 17:34 | 20:10 | 25:25 | 60:31 | 07:51 | 05:48 |
 | Blink Dagger | 10 | 4.46% | 47.8 | 60.00% | +11.40% | +40.00% | -10.00% | 0.00% | 28:49 | 21:15 | 21:53 | 27:44 | 32:44 | 37:53 | 10:51 | 08:02 |
 | Yasha | 6 | 2.68% | 46.3 | 66.67% | +18.05% | -16.67% | -66.67% | 0.00% | 26:23 | 21:04 | 21:23 | 21:44 | 33:51 | 36:01 | 12:28 | 09:14 |
 | Manta Style | 6 | 2.68% | 44.8 | 66.67% | +18.05% | +33.33% | -66.67% | 0.00% | 28:53 | 22:24 | 24:57 | 26:35 | 35:15 | 36:19 | 10:18 | 07:37 |
 | Scythe of Vyse | 9 | 4.02% | 43.3 | 55.56% | +6.72% | +44.44% | -5.56% | 0.00% | 43:19 | 36:49 | 39:09 | 43:28 | 43:58 | 57:39 | 04:49 | 03:34 |
 | Desolator | 7 | 3.13% | 41.8 | 57.14% | +8.29% | -7.14% | -57.14% | 0.00% | 32:13 | 22:13 | 24:20 | 31:18 | 36:05 | 46:43 | 11:45 | 08:42 |
 | Dagon | 2 | 0.89% | 40.3 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 25:14 | 25:10 | 25:10 | 25:17 | 25:17 | 25:17 | 00:07 | 00:05 |
 | Dagon (level 2) | 2 | 0.89% | 38.8 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 30:43 | 25:11 | 25:11 | 36:14 | 36:14 | 36:14 | 11:03 | 08:11 |
 | Dagon (level 4) | 1 | 0.45% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.45% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.45% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.45% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.45% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.45% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.45% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.45% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.45% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.45% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Mage Slayer | 5 | 2.23% | 22.4 | 40.00% | -9.32% | +60.00% | -40.00% | 0.00% | 19:20 | 17:58 | 17:58 | 19:13 | 20:02 | 20:54 | 02:04 | 01:31 |
 | Power Treads | 2 | 0.89% | 20.9 | 50.00% | +0.90% | +50.00% | 0.00% | 0.00% | 08:12 | 07:24 | 07:24 | 08:59 | 08:59 | 08:59 | 01:35 | 01:10 |
 | Crystalys | 3 | 1.34% | 19.4 | 33.33% | -15.99% | -33.33% | 0.00% | 0.00% | 31:39 | 28:15 | 28:15 | 29:43 | 36:59 | 36:59 | 08:44 | 06:28 |
 | Spirit Vessel | 3 | 1.34% | 17.9 | 33.33% | -15.99% | +66.67% | 0.00% | 0.00% | 15:13 | 12:52 | 12:52 | 16:23 | 16:24 | 16:24 | 03:32 | 02:37 |
 | Urn of Shadows | 3 | 1.34% | 16.4 | 33.33% | -15.99% | +66.67% | 0.00% | 0.00% | 10:48 | 09:32 | 09:32 | 10:39 | 12:13 | 12:13 | 02:41 | 01:59 |
 | Ring of Protection | 3 | 1.34% | 14.9 | 33.33% | -15.99% | +66.67% | 0.00% | 0.00% | 09:52 | 08:23 | 08:23 | 09:42 | 11:32 | 11:32 | 03:09 | 02:20 |
 | Falcon Blade | 4 | 1.79% | 13.4 | 25.00% | -24.55% | -25.00% | +75.00% | 0.00% | 08:43 | 05:48 | 05:48 | 07:16 | 08:15 | 13:32 | 02:27 | 01:48 |
 | Blade Mail | 5 | 2.23% | 11.9 | 20.00% | -29.77% | +80.00% | -20.00% | 0.00% | 14:45 | 12:36 | 12:36 | 15:02 | 15:43 | 16:09 | 03:07 | 02:18 |
 | Wraith Band | 4 | 1.79% | 10.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:21 | 02:35 | 02:35 | 02:58 | 03:43 | 04:08 | 01:08 | 00:50 |
 | Drum of Endurance | 1 | 0.45% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.45% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.45% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.45% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.45% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.45% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |