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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 | |
 | Scythe of Vyse | 23 | 13.45% | 100.0 | 82.61% | +38.02% | +0.72% | -15.94% | 0.00% | 41:44 | 30:14 | 35:03 | 41:18 | 45:20 | 1:05:28 | 10:17 | 07:37 |
 | Shiva's Guard | 36 | 21.05% | 98.4 | 69.44% | +25.00% | -2.77% | -13.88% | -2.28% | 33:39 | 21:34 | 30:57 | 33:27 | 35:50 | 45:59 | 04:53 | 03:37 |
 | Boots of Travel | 12 | 7.02% | 96.7 | 83.33% | +36.16% | -16.66% | +16.67% | 0.00% | 34:22 | 12:40 | 25:28 | 34:36 | 41:59 | 45:39 | 16:31 | 12:14 |
 | Void Stone | 87 | 50.88% | 95.1 | 59.77% | +20.48% | -0.68% | -0.68% | 0.00% | 25:26 | 07:30 | 14:32 | 21:44 | 34:27 | 1:05:28 | 19:55 | 14:45 |
 | Aghanim's Shard | 56 | 32.75% | 93.4 | 60.71% | +16.36% | +3.58% | -3.57% | -0.58% | 30:14 | 17:03 | 23:52 | 29:47 | 36:06 | 57:35 | 12:14 | 09:03 |
 | Aether Lens | 13 | 7.60% | 91.8 | 76.92% | +29.45% | +23.08% | -10.25% | 0.00% | 28:28 | 16:55 | 17:31 | 29:22 | 33:06 | 47:15 | 15:35 | 11:32 |
 | Ring of Health | 53 | 30.99% | 90.2 | 58.49% | +12.73% | +3.05% | -4.64% | -0.60% | 27:12 | 11:45 | 18:18 | 23:07 | 31:09 | 60:41 | 12:51 | 09:31 |
 | Wind Lace | 106 | 61.99% | 88.5 | 52.83% | +8.21% | -0.98% | +4.86% | 1.27% | 06:53 | -01:29 | 03:46 | 06:34 | 08:21 | 20:12 | 04:35 | 03:23 |
 | Buckler | 107 | 62.57% | 86.9 | 52.34% | +7.03% | +14.33% | -0.49% | -3.92% | 14:44 | 08:46 | 11:56 | 13:30 | 15:43 | 36:26 | 03:47 | 02:48 |
 | Blink Dagger | 59 | 34.50% | 85.2 | 55.93% | +9.50% | +4.07% | -15.93% | -2.60% | 28:54 | 15:55 | 24:57 | 27:35 | 32:39 | 51:21 | 07:42 | 05:42 |
 | Boots of Speed | 171 | 100.00% | 83.6 | 49.71% | +49.71% | +3.78% | -10.18% | -8.29% | 03:52 | 01:21 | 02:59 | 03:33 | 04:40 | 09:08 | 01:41 | 01:14 |
 | Ring of Protection | 109 | 63.74% | 82.0 | 51.38% | +4.61% | +0.47% | +11.58% | 2.85% | 13:48 | 01:46 | 11:34 | 12:54 | 15:28 | 36:26 | 03:54 | 02:53 |
 | Magic Wand | 158 | 92.40% | 80.3 | 49.37% | -4.48% | +8.13% | -3.22% | -2.44% | 05:39 | -01:29 | 03:31 | 06:14 | 08:10 | 16:57 | 04:39 | 03:26 |
 | Guardian Greaves | 105 | 61.40% | 78.7 | 51.43% | +4.46% | +21.65% | -1.43% | -8.10% | 16:53 | 11:57 | 14:58 | 15:46 | 17:49 | 33:05 | 02:51 | 02:06 |
 | Magic Stick | 144 | 84.21% | 77.0 | 49.31% | -2.54% | -2.09% | -4.87% | -0.50% | 03:26 | -01:30 | 00:39 | 02:41 | 06:14 | 16:57 | 05:35 | 04:08 |
 | Chainmail | 138 | 80.70% | 75.4 | 49.28% | -2.24% | +7.86% | -13.99% | -7.49% | 09:31 | 04:07 | 07:43 | 09:07 | 10:38 | 25:09 | 02:55 | 02:09 |
 | Pipe of Insight | 14 | 8.19% | 73.8 | 71.43% | +23.66% | +3.57% | -38.10% | 0.00% | 21:44 | 16:32 | 20:02 | 22:06 | 23:36 | 25:24 | 03:34 | 02:38 |
 | Mekansm | 107 | 62.57% | 72.1 | 50.47% | +2.03% | +16.20% | -17.14% | -13.99% | 12:04 | 08:21 | 10:37 | 11:37 | 13:00 | 24:22 | 02:23 | 01:45 |
 | Headdress | 107 | 62.57% | 70.5 | 50.47% | +2.03% | +16.20% | -13.43% | -12.26% | 09:30 | -01:20 | 07:59 | 09:18 | 10:24 | 20:55 | 02:25 | 01:47 |
 | Hood of Defiance | 16 | 9.36% | 68.9 | 68.75% | +21.01% | -18.75% | +6.25% | 0.00% | 17:18 | 13:30 | 14:46 | 17:40 | 19:01 | 20:06 | 04:15 | 03:08 |
 | Eul's Scepter of Divinity | 32 | 18.71% | 67.2 | 59.38% | +11.90% | +3.12% | -9.38% | -1.60% | 17:39 | 10:27 | 12:24 | 14:30 | 20:14 | 35:41 | 07:50 | 05:48 |
 | Null Talisman | 24 | 14.04% | 65.6 | 62.50% | +14.88% | +4.17% | +20.83% | 10.63% | 02:20 | 00:57 | 01:10 | 02:02 | 02:44 | 06:23 | 01:34 | 01:09 |
 | Black King Bar | 100 | 58.48% | 63.9 | 50.00% | +0.70% | +2.00% | -6.00% | -0.98% | 25:18 | 14:04 | 21:00 | 24:07 | 29:09 | 47:47 | 08:09 | 06:02 |
 | Linken's Sphere | 7 | 4.09% | 62.3 | 85.71% | +37.54% | -35.71% | +14.29% | 0.00% | 42:48 | 29:32 | 36:01 | 42:44 | 45:31 | 51:49 | 09:30 | 07:02 |
 | Arcane Boots | 110 | 64.33% | 60.7 | 49.09% | -1.73% | +8.05% | -15.76% | -11.71% | 07:16 | 04:19 | 05:52 | 06:43 | 07:54 | 23:56 | 02:02 | 01:30 |
 | Kaya and Sange | 37 | 21.64% | 59.0 | 56.76% | +9.00% | +32.13% | +9.91% | -3.09% | 19:51 | 13:16 | 15:38 | 18:01 | 22:50 | 36:38 | 07:12 | 05:20 |
 | Sange | 86 | 50.29% | 57.4 | 50.00% | +0.59% | +4.55% | -7.14% | -1.17% | 23:10 | 13:08 | 17:41 | 21:06 | 27:41 | 60:34 | 10:00 | 07:24 |
 | Wraith Band | 92 | 53.80% | 55.7 | 48.91% | -1.72% | +16.31% | -9.78% | -18.42% | 02:37 | -01:29 | 01:24 | 02:06 | 02:49 | 25:41 | 01:25 | 01:02 |
 | Quelling Blade | 51 | 29.82% | 54.1 | 52.94% | +4.61% | +8.60% | +0.91% | -2.02% | 01:50 | -01:30 | -01:29 | -01:29 | 05:17 | 19:23 | 06:46 | 05:00 |
 | Octarine Core | 9 | 5.26% | 52.5 | 77.78% | +29.63% | +22.22% | -27.78% | 0.00% | 33:47 | 21:11 | 22:53 | 34:40 | 35:31 | 55:43 | 12:38 | 09:21 |
 | Aeon Disk | 15 | 8.77% | 50.8 | 66.67% | +18.59% | +8.33% | +8.33% | 0.00% | 39:57 | 26:37 | 34:25 | 39:03 | 41:15 | 57:11 | 06:50 | 05:03 |
 | Power Treads | 26 | 15.20% | 49.2 | 57.69% | +9.41% | +13.74% | -7.69% | -11.58% | 06:48 | 04:12 | 05:48 | 06:45 | 07:39 | 09:58 | 01:51 | 01:22 |
 | Kaya | 41 | 23.98% | 47.5 | 51.22% | +1.99% | +8.78% | +8.78% | 0.00% | 15:50 | 08:57 | 11:30 | 13:39 | 19:00 | 37:19 | 07:30 | 05:33 |
 | Lotus Orb | 27 | 15.79% | 45.9 | 55.56% | +6.95% | +15.87% | +1.58% | -1.89% | 27:17 | 11:52 | 23:02 | 27:21 | 30:36 | 39:27 | 07:34 | 05:36 |
 | Heaven's Halberd | 47 | 27.49% | 44.3 | 46.81% | -4.00% | +11.52% | +3.19% | -0.65% | 28:37 | 16:07 | 23:06 | 27:00 | 35:53 | 41:17 | 12:47 | 09:28 |
 | Fluffy Hat | 30 | 17.54% | 42.6 | 50.00% | +0.35% | 0.00% | +7.14% | 0.37% | 14:05 | 01:51 | 04:03 | 09:08 | 23:21 | 44:49 | 19:18 | 14:17 |
 | Force Staff | 14 | 8.19% | 41.0 | 57.14% | +8.10% | -32.14% | +9.53% | 0.00% | 26:57 | 15:07 | 23:03 | 25:12 | 28:36 | 44:49 | 05:33 | 04:06 |
 | Ring of Basilius | 3 | 1.75% | 39.3 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 11:46 | 01:34 | 01:34 | 04:15 | 29:30 | 29:30 | 27:56 | 20:41 |
 | Bottle | 36 | 21.05% | 37.7 | 44.44% | -6.67% | 0.00% | +11.12% | 11.12% | 01:39 | 00:45 | 01:14 | 01:23 | 01:34 | 06:36 | 00:20 | 00:14 |
 | Phase Boots | 28 | 16.37% | 36.1 | 46.43% | -3.92% | -3.57% | +10.71% | 8.40% | 08:05 | 05:59 | 06:49 | 07:17 | 08:31 | 15:32 | 01:42 | 01:15 |
 | Overwhelming Blink | 4 | 2.34% | 34.4 | 75.00% | +25.90% | +25.00% | -75.00% | 0.00% | 46:00 | 29:56 | 29:56 | 41:20 | 53:58 | 58:44 | 24:02 | 17:48 |
 | Crown | 4 | 2.34% | 32.8 | 75.00% | +25.90% | +25.00% | +25.00% | 0.00% | 15:56 | 06:28 | 06:28 | 11:24 | 19:05 | 26:47 | 12:37 | 09:20 |
 | Assault Cuirass | 2 | 1.17% | 31.1 | 100.00% | +50.89% | 0.00% | 0.00% | 0.00% | 50:00 | 37:12 | 37:12 | 1:02:48 | 1:02:48 | 1:02:48 | 25:36 | 18:57 |
 | Heart of Tarrasque | 2 | 1.17% | 29.5 | 100.00% | +50.89% | 0.00% | 0.00% | 0.00% | 39:11 | 32:58 | 32:58 | 45:23 | 45:23 | 45:23 | 12:25 | 09:11 |
 | Falcon Blade | 11 | 6.43% | 27.9 | 45.45% | -4.55% | +21.22% | -45.45% | 0.00% | 05:52 | 02:52 | 04:25 | 05:05 | 07:27 | 08:54 | 03:02 | 02:14 |
 | Witch Blade | 6 | 3.51% | 26.2 | 50.00% | +0.30% | 0.00% | -50.00% | 0.00% | 19:30 | 11:42 | 19:39 | 19:58 | 20:20 | 25:10 | 00:41 | 00:30 |
 | Rod of Atos | 3 | 1.75% | 24.6 | 66.67% | +17.27% | +33.33% | 0.00% | 0.00% | 15:51 | 11:34 | 11:34 | 13:10 | 22:49 | 22:49 | 11:15 | 08:20 |
 | Boots of Travel 2 | 1 | 0.58% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:49 | 1:02:49 | 1:02:49 | 1:02:49 | 1:02:49 | 1:02:49 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.58% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.58% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.58% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Refresher Orb | 6 | 3.51% | 16.4 | 33.33% | -16.97% | -33.33% | -33.33% | 0.00% | 52:36 | 39:06 | 45:38 | 54:33 | 58:22 | 60:41 | 12:44 | 09:25 |
 | Ghost Scepter | 7 | 4.09% | 14.8 | 28.57% | -22.04% | -28.57% | +21.43% | 0.00% | 28:36 | 19:55 | 23:17 | 30:48 | 30:58 | 40:00 | 07:41 | 05:41 |
 | Orb of Venom | 1 | 0.58% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 00:00 | 00:00 |
 | Bracer | 2 | 1.17% | 11.5 | 0.00% | -50.30% | 0.00% | 0.00% | 0.00% | 10:57 | 05:30 | 05:30 | 16:23 | 16:23 | 16:23 | 10:53 | 08:03 |
 | Yasha and Kaya | 1 | 0.58% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 1.17% | 8.2 | 0.00% | -50.30% | 0.00% | 0.00% | 0.00% | 37:48 | 34:12 | 34:12 | 41:23 | 41:23 | 41:23 | 07:11 | 05:19 |
 | Tranquil Boots | 1 | 0.58% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.58% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.58% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 2.92% | 1.6 | 0.00% | -51.20% | 0.00% | 0.00% | 0.00% | 04:11 | 02:32 | 02:32 | 04:10 | 04:36 | 05:28 | 02:04 | 01:31 |