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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 | |
 | Overwhelming Blink | 20 | 13.99% | 100.0 | 90.00% | +37.97% | +10.00% | -10.00% | -1.80% | 45:21 | 35:01 | 39:28 | 42:53 | 50:33 | 60:02 | 11:05 | 08:12 |
 | Aghanim's Scepter | 68 | 47.55% | 98.5 | 66.18% | +16.85% | +22.06% | -7.36% | -3.41% | 26:59 | 18:40 | 22:09 | 26:27 | 30:46 | 40:43 | 08:37 | 06:22 |
 | Skull Basher | 90 | 62.94% | 97.0 | 64.44% | +19.16% | +0.78% | -5.35% | -0.65% | 33:11 | 22:36 | 28:05 | 31:23 | 37:30 | 58:47 | 09:25 | 06:58 |
 | Blink Dagger | 114 | 79.72% | 95.5 | 62.28% | +24.35% | +6.69% | -5.14% | -1.66% | 21:41 | 12:27 | 17:22 | 19:41 | 24:29 | 47:12 | 07:07 | 05:16 |
 | Void Stone | 56 | 39.16% | 94.0 | 66.07% | +14.35% | -16.07% | -8.93% | 0.57% | 30:32 | 05:48 | 24:38 | 30:18 | 37:12 | 57:51 | 12:34 | 09:18 |
 | Ring of Health | 48 | 33.57% | 92.5 | 66.67% | +14.04% | -33.34% | -8.34% | 1.74% | 28:39 | 02:23 | 21:36 | 27:20 | 35:59 | 1:14:08 | 14:23 | 10:39 |
 | Sange | 15 | 10.49% | 91.0 | 80.00% | +25.31% | +20.00% | -5.00% | -3.73% | 24:18 | 17:08 | 19:29 | 23:13 | 26:11 | 38:43 | 06:42 | 04:57 |
 | Heaven's Halberd | 15 | 10.49% | 89.6 | 80.00% | +25.31% | +20.00% | -5.00% | -4.08% | 25:52 | 19:29 | 21:39 | 25:05 | 27:47 | 38:57 | 06:08 | 04:32 |
 | Magic Wand | 129 | 90.21% | 88.1 | 59.69% | +23.98% | -3.44% | -6.56% | -0.62% | 07:48 | 02:18 | 04:45 | 06:32 | 09:49 | 24:23 | 05:04 | 03:45 |
 | Diffusal Blade | 126 | 88.11% | 86.6 | 59.52% | +18.34% | +15.48% | -24.04% | -17.06% | 13:58 | 09:29 | 12:49 | 14:00 | 15:08 | 17:35 | 02:19 | 01:42 |
 | Magic Stick | 136 | 95.10% | 85.1 | 58.82% | +30.25% | -5.88% | +8.83% | 6.35% | 04:01 | -01:29 | 02:19 | 03:05 | 04:38 | 14:41 | 02:19 | 01:42 |
 | Bottle | 122 | 85.31% | 83.6 | 59.02% | +11.40% | +8.72% | -2.35% | -11.07% | 01:37 | 00:18 | 01:23 | 01:35 | 01:46 | 04:34 | 00:23 | 00:17 |
 | Blight Stone | 131 | 91.61% | 82.1 | 58.02% | +8.02% | +11.68% | +5.62% | -4.91% | 03:54 | -01:28 | 02:35 | 03:01 | 03:49 | 14:28 | 01:14 | 00:54 |
 | Boots of Speed | 142 | 99.30% | 80.6 | 57.04% | -42.96% | +12.40% | -2.75% | -7.16% | 05:27 | -01:29 | 04:22 | 05:16 | 06:29 | 15:33 | 02:07 | 01:34 |
 | Fluffy Hat | 123 | 86.01% | 79.1 | 57.72% | +2.72% | +6.80% | -9.33% | -4.00% | 08:10 | 03:27 | 05:22 | 07:30 | 09:24 | 25:22 | 04:02 | 02:59 |
 | Quelling Blade | 127 | 88.81% | 77.6 | 57.48% | +1.23% | +8.15% | -1.23% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:55 | 00:00 | 00:00 |
 | Orb of Corrosion | 118 | 82.52% | 76.1 | 57.63% | +1.63% | +12.37% | -9.35% | -5.90% | 08:38 | 04:23 | 06:01 | 08:02 | 09:42 | 22:08 | 03:41 | 02:43 |
 | Orb of Venom | 118 | 82.52% | 74.6 | 57.63% | +1.63% | +5.70% | -9.35% | -3.45% | 07:48 | 02:46 | 04:58 | 07:10 | 09:20 | 21:31 | 04:22 | 03:14 |
 | Arcane Boots | 111 | 77.62% | 73.1 | 54.95% | -10.68% | +12.91% | -4.95% | -9.01% | 08:20 | 04:23 | 07:10 | 08:13 | 09:09 | 17:11 | 01:59 | 01:28 |
 | Aghanim's Shard | 89 | 62.24% | 71.6 | 56.18% | -3.08% | +2.91% | -1.63% | -0.52% | 24:53 | 15:23 | 19:01 | 22:40 | 27:49 | 54:58 | 08:48 | 06:31 |
 | Octarine Core | 22 | 15.38% | 70.1 | 68.18% | +12.81% | +15.15% | +11.82% | -0.60% | 40:20 | 30:21 | 37:07 | 37:57 | 42:42 | 57:51 | 05:35 | 04:08 |
 | Boots of Travel | 15 | 10.49% | 68.7 | 73.33% | +17.86% | +1.67% | -23.33% | -2.49% | 41:16 | 32:25 | 35:19 | 39:34 | 45:21 | 55:50 | 10:02 | 07:25 |
 | Power Treads | 23 | 16.08% | 67.2 | 65.22% | +9.39% | +18.11% | -15.22% | -5.21% | 13:53 | 07:03 | 08:52 | 13:31 | 15:16 | 48:07 | 06:24 | 04:44 |
 | Linken's Sphere | 29 | 20.28% | 65.7 | 62.07% | +5.93% | -4.93% | -4.93% | 0.00% | 31:26 | 20:17 | 24:16 | 29:53 | 34:49 | 1:17:30 | 10:33 | 07:48 |
 | Shiva's Guard | 9 | 6.29% | 64.2 | 77.78% | +21.81% | +22.22% | -27.78% | 0.00% | 39:56 | 28:23 | 29:44 | 37:24 | 40:07 | 1:06:20 | 10:23 | 07:41 |
 | Lotus Orb | 11 | 7.69% | 62.7 | 72.73% | +16.67% | -6.06% | +27.27% | 0.00% | 27:48 | 22:00 | 23:22 | 27:22 | 30:54 | 34:39 | 07:32 | 05:34 |
 | Black King Bar | 21 | 14.69% | 61.2 | 61.90% | +5.34% | -1.90% | -1.90% | 0.00% | 29:44 | 22:09 | 23:37 | 25:50 | 36:16 | 51:28 | 12:39 | 09:22 |
 | Abyssal Blade | 15 | 10.49% | 59.7 | 66.67% | +10.42% | +33.33% | -16.67% | -5.41% | 48:01 | 32:30 | 42:27 | 45:54 | 51:42 | 1:14:14 | 09:15 | 06:51 |
 | Aether Lens | 18 | 12.59% | 58.2 | 61.11% | +4.31% | +18.89% | +13.89% | -0.90% | 39:32 | 29:51 | 35:47 | 37:33 | 41:20 | 57:51 | 05:33 | 04:06 |
 | Ring of Protection | 16 | 11.19% | 56.7 | 62.50% | +5.81% | -12.50% | -12.50% | 0.00% | 14:11 | -01:29 | 04:36 | 13:39 | 20:50 | 36:28 | 16:14 | 12:01 |
 | Buckler | 10 | 6.99% | 55.2 | 70.00% | +13.61% | +30.00% | -20.00% | 0.00% | 21:09 | 12:39 | 18:18 | 19:25 | 23:46 | 36:28 | 05:28 | 04:02 |
 | Wraith Band | 8 | 5.59% | 53.7 | 75.00% | +18.70% | +25.00% | -25.00% | 0.00% | 04:31 | 00:38 | 01:46 | 02:37 | 04:07 | 15:51 | 02:21 | 01:44 |
 | Vanguard | 18 | 12.59% | 52.2 | 55.56% | -2.04% | -35.56% | -5.56% | 0.86% | 37:36 | 07:52 | 13:46 | 41:00 | 48:51 | 1:14:08 | 35:05 | 25:59 |
 | Maelstrom | 11 | 7.69% | 50.7 | 63.64% | +6.82% | +3.03% | +3.03% | 0.00% | 41:03 | 20:45 | 33:13 | 37:47 | 45:02 | 1:13:29 | 11:49 | 08:45 |
 | Guardian Greaves | 9 | 6.29% | 49.3 | 66.67% | +9.95% | +33.33% | -66.67% | 0.00% | 22:54 | 16:58 | 17:08 | 22:01 | 24:07 | 30:40 | 06:59 | 05:10 |
 | Crown | 5 | 3.50% | 47.8 | 80.00% | +23.48% | +20.00% | +20.00% | 0.00% | 45:47 | 07:03 | 07:03 | 53:07 | 54:39 | 1:14:53 | 47:36 | 35:15 |
 | Javelin | 12 | 8.39% | 46.3 | 58.33% | +1.08% | +8.34% | +8.34% | 0.00% | 39:50 | 18:53 | 27:07 | 33:34 | 48:45 | 1:13:29 | 21:38 | 16:01 |
 | Chainmail | 10 | 6.99% | 44.8 | 60.00% | +2.86% | -26.67% | -10.00% | 0.00% | 13:28 | 06:48 | 10:04 | 12:20 | 16:09 | 23:56 | 06:05 | 04:30 |
 | Mekansm | 10 | 6.99% | 43.3 | 60.00% | +2.86% | -26.67% | -10.00% | 0.00% | 15:01 | 09:53 | 12:31 | 13:54 | 16:45 | 23:57 | 04:14 | 03:08 |
 | Headdress | 11 | 7.69% | 41.8 | 54.55% | -3.03% | -21.22% | -21.22% | 0.00% | 11:30 | 01:34 | 02:47 | 10:21 | 16:09 | 23:56 | 13:22 | 09:54 |
 | Boots of Travel 2 | 4 | 2.80% | 40.3 | 75.00% | +18.17% | +25.00% | -75.00% | 0.00% | 50:54 | 44:46 | 44:46 | 50:06 | 51:06 | 57:38 | 06:20 | 04:41 |
 | Rod of Atos | 4 | 2.80% | 38.8 | 75.00% | +18.17% | +25.00% | +25.00% | 0.00% | 55:43 | 39:15 | 39:15 | 53:07 | 54:40 | 1:15:49 | 15:25 | 11:25 |
 | Gleipnir | 4 | 2.80% | 37.3 | 75.00% | +18.17% | +25.00% | +25.00% | 0.00% | 55:53 | 39:42 | 39:42 | 53:18 | 54:42 | 1:15:49 | 15:00 | 11:06 |
 | Cornucopia | 7 | 4.90% | 35.8 | 57.14% | -0.21% | +42.86% | -7.14% | 0.00% | 22:58 | 13:14 | 14:06 | 23:19 | 25:15 | 35:24 | 11:09 | 08:15 |
 | Mjollnir | 2 | 1.40% | 34.3 | 100.00% | +43.26% | 0.00% | 0.00% | 0.00% | 43:29 | 37:06 | 37:06 | 49:52 | 49:52 | 49:52 | 12:46 | 09:27 |
 | Aeon Disk | 17 | 11.89% | 32.8 | 41.18% | -18.34% | +8.82% | -16.18% | -2.76% | 40:32 | 25:32 | 35:00 | 41:43 | 44:04 | 1:04:54 | 09:04 | 06:42 |
 | Aghanim's Blessing | 3 | 2.10% | 31.3 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 53:51 | 44:59 | 44:59 | 51:54 | 1:04:39 | 1:04:39 | 19:40 | 14:34 |
 | Bracer | 8 | 5.59% | 29.9 | 37.50% | -21.02% | -37.50% | +12.50% | 0.00% | 07:13 | 04:06 | 06:41 | 06:56 | 07:50 | 09:24 | 01:09 | 00:51 |
 | Wind Lace | 4 | 2.80% | 28.4 | 50.00% | -7.55% | +50.00% | -50.00% | 0.00% | 29:28 | 21:06 | 21:06 | 25:41 | 30:31 | 40:32 | 09:25 | 06:58 |
 | Eul's Scepter of Divinity | 4 | 2.80% | 26.9 | 50.00% | -7.55% | +50.00% | -50.00% | 0.00% | 30:55 | 24:49 | 24:49 | 26:56 | 31:19 | 40:36 | 06:30 | 04:48 |
 | Disperser | 1 | 0.70% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:24 | 1:02:24 | 1:02:24 | 1:02:24 | 1:02:24 | 1:02:24 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.70% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.70% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.70% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.70% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.70% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.70% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.70% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Satanic | 1 | 0.70% | 13.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Force Staff | 5 | 3.50% | 11.9 | 40.00% | -17.97% | -40.00% | -40.00% | 0.00% | 24:29 | 17:59 | 17:59 | 24:41 | 27:25 | 33:08 | 09:26 | 06:59 |
 | Urn of Shadows | 2 | 1.40% | 10.4 | 50.00% | -7.45% | +50.00% | 0.00% | 0.00% | 08:59 | 07:13 | 07:13 | 10:44 | 10:44 | 10:44 | 03:31 | 02:36 |
 | Pipe of Insight | 2 | 1.40% | 9.0 | 50.00% | -7.45% | -50.00% | 0.00% | 0.00% | 25:00 | 22:14 | 22:14 | 27:46 | 27:46 | 27:46 | 05:32 | 04:05 |
 | Hood of Defiance | 2 | 1.40% | 7.5 | 50.00% | -7.45% | -50.00% | 0.00% | 0.00% | 18:16 | 11:39 | 11:39 | 24:53 | 24:53 | 24:53 | 13:14 | 09:48 |
 | Pavise | 2 | 1.40% | 6.0 | 50.00% | -7.45% | +50.00% | 0.00% | 0.00% | 10:49 | 09:40 | 09:40 | 11:57 | 11:57 | 11:57 | 02:17 | 01:41 |
 | Monkey King Bar | 2 | 1.40% | 4.5 | 50.00% | -7.45% | +50.00% | 0.00% | 0.00% | 40:09 | 30:57 | 30:57 | 49:21 | 49:21 | 49:21 | 18:24 | 13:37 |
 | Crimson Guard | 1 | 0.70% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:52 | 20:52 | 20:52 | 20:52 | 20:52 | 20:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.70% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |