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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 | |
 | Aether Lens | 12 | 5.48% | 100.0 | 91.67% | +43.84% | +8.33% | +8.33% | 0.00% | 38:46 | 26:31 | 35:47 | 39:14 | 42:36 | 43:57 | 06:49 | 05:02 |
 | Shiva's Guard | 74 | 33.79% | 98.5 | 62.16% | +18.02% | +11.52% | -6.60% | -3.00% | 33:36 | 23:29 | 30:33 | 32:24 | 36:35 | 1:01:50 | 06:02 | 04:28 |
 | Octarine Core | 9 | 4.11% | 97.0 | 88.89% | +40.32% | +11.11% | +11.11% | 0.00% | 40:31 | 33:35 | 36:36 | 42:27 | 43:24 | 43:57 | 06:48 | 05:02 |
 | Ring of Health | 68 | 31.05% | 95.5 | 58.82% | +12.46% | 0.00% | 0.00% | 0.00% | 23:57 | 09:40 | 15:10 | 19:10 | 32:59 | 60:26 | 17:49 | 13:11 |
 | Headdress | 11 | 5.02% | 93.9 | 81.82% | +33.26% | -15.15% | -15.15% | 0.00% | 24:15 | 12:12 | 14:12 | 23:57 | 30:11 | 40:10 | 15:59 | 11:50 |
 | Void Stone | 155 | 70.78% | 92.4 | 52.26% | +6.95% | +1.59% | -6.11% | -1.74% | 13:48 | 06:01 | 11:02 | 13:09 | 15:27 | 34:13 | 04:25 | 03:16 |
 | Eul's Scepter of Divinity | 152 | 69.41% | 90.9 | 51.97% | +5.70% | +5.92% | -1.97% | -2.30% | 15:41 | 08:54 | 13:34 | 15:13 | 17:00 | 34:28 | 03:26 | 02:32 |
 | Magic Stick | 193 | 88.13% | 89.4 | 50.78% | +4.63% | +5.47% | -7.03% | -2.47% | 04:30 | -01:29 | 01:46 | 04:27 | 06:50 | 18:17 | 05:04 | 03:45 |
 | Boots of Speed | 219 | 100.00% | 87.9 | 50.23% | +50.23% | -1.14% | +7.95% | 5.00% | 05:34 | -01:29 | 04:31 | 05:16 | 06:20 | 12:50 | 01:49 | 01:20 |
 | Lotus Orb | 15 | 6.85% | 86.4 | 73.33% | +24.80% | +1.67% | -23.33% | -2.42% | 28:44 | 20:00 | 22:46 | 28:40 | 33:06 | 37:55 | 10:20 | 07:39 |
 | Null Talisman | 161 | 73.52% | 84.8 | 50.93% | +2.65% | -0.93% | +4.07% | 2.29% | 02:52 | 00:13 | 01:45 | 02:20 | 03:56 | 08:10 | 02:11 | 01:37 |
 | Wind Lace | 197 | 89.95% | 83.3 | 49.75% | -4.80% | -2.81% | +7.39% | 1.99% | 10:27 | -01:29 | 07:16 | 10:14 | 12:24 | 26:03 | 05:08 | 03:48 |
 | Magic Wand | 180 | 82.19% | 81.8 | 50.00% | -1.28% | +12.22% | -5.56% | -3.84% | 07:35 | 00:29 | 05:10 | 07:22 | 09:48 | 18:56 | 04:38 | 03:25 |
 | Black King Bar | 136 | 62.10% | 80.3 | 50.74% | +1.34% | -0.74% | -15.45% | -2.67% | 24:39 | 15:58 | 21:08 | 23:27 | 26:38 | 48:17 | 05:30 | 04:04 |
 | Quelling Blade | 10 | 4.57% | 78.8 | 80.00% | +31.20% | -13.33% | +20.00% | 0.00% | 10:53 | -01:29 | 08:34 | 08:43 | 13:39 | 25:46 | 05:05 | 03:45 |
 | Bottle | 115 | 52.51% | 77.3 | 49.57% | -1.39% | +2.15% | -1.29% | -2.79% | 03:20 | 01:33 | 02:31 | 03:04 | 03:45 | 08:37 | 01:14 | 00:54 |
 | Ring of Protection | 32 | 14.61% | 75.8 | 59.38% | +10.72% | -21.88% | +3.12% | 1.77% | 10:40 | -01:29 | -01:29 | 03:33 | 15:36 | 1:01:59 | 17:05 | 12:39 |
 | Chainmail | 73 | 33.33% | 74.2 | 52.05% | +2.73% | +14.62% | -13.16% | -4.03% | 12:30 | 04:24 | 07:57 | 10:17 | 14:51 | 47:40 | 06:54 | 05:06 |
 | Urn of Shadows | 19 | 8.68% | 72.7 | 63.16% | +14.16% | +16.84% | -3.16% | -6.19% | 05:45 | 02:24 | 03:53 | 05:20 | 07:07 | 14:13 | 03:14 | 02:23 |
 | Heaven's Halberd | 11 | 5.02% | 71.2 | 72.73% | +23.69% | +27.27% | -6.06% | 0.00% | 27:31 | 18:50 | 21:57 | 26:51 | 29:08 | 42:40 | 07:11 | 05:19 |
 | Arcane Boots | 11 | 5.02% | 69.7 | 72.73% | +23.69% | +27.27% | -6.06% | 0.00% | 26:12 | 14:35 | 18:09 | 25:41 | 31:02 | 37:27 | 12:53 | 09:32 |
 | Sange | 15 | 6.85% | 68.2 | 66.67% | +17.65% | +33.33% | -41.67% | -6.67% | 27:05 | 16:14 | 20:32 | 25:11 | 31:47 | 46:41 | 11:15 | 08:20 |
 | Solar Crest | 13 | 5.94% | 66.7 | 69.23% | +20.20% | -35.90% | -2.56% | 4.28% | 25:41 | 16:31 | 22:14 | 25:35 | 30:01 | 33:32 | 07:47 | 05:45 |
 | Hood of Defiance | 39 | 17.81% | 65.2 | 53.85% | +4.41% | +16.15% | -13.85% | -4.42% | 16:33 | 09:45 | 11:46 | 15:44 | 18:33 | 34:12 | 06:47 | 05:01 |
 | Witch Blade | 4 | 1.83% | 63.6 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 17:43 | 11:08 | 11:08 | 14:02 | 16:40 | 29:01 | 05:32 | 04:05 |
 | Phase Boots | 45 | 20.55% | 62.1 | 51.11% | +1.11% | +21.62% | -5.66% | -8.02% | 10:26 | 05:42 | 07:42 | 09:33 | 11:06 | 23:30 | 03:24 | 02:31 |
 | Power Treads | 56 | 25.57% | 60.6 | 48.21% | -2.71% | +1.79% | +1.79% | 0.00% | 09:40 | 05:02 | 08:19 | 09:41 | 10:27 | 15:27 | 02:08 | 01:34 |
 | Fluffy Hat | 43 | 19.63% | 59.1 | 48.84% | -1.73% | -12.48% | -3.39% | 1.31% | 08:16 | -01:29 | 04:37 | 09:37 | 11:32 | 19:53 | 06:55 | 05:07 |
 | Linken's Sphere | 10 | 4.57% | 57.6 | 70.00% | +20.72% | -3.33% | -20.00% | 0.00% | 38:31 | 24:38 | 28:21 | 36:46 | 43:21 | 58:53 | 15:00 | 11:06 |
 | Blight Stone | 35 | 15.98% | 56.1 | 48.57% | -1.97% | +6.99% | +6.99% | 0.00% | 14:37 | -01:29 | 12:23 | 15:01 | 18:12 | 34:51 | 05:49 | 04:18 |
 | Medallion of Courage | 31 | 14.16% | 54.5 | 48.39% | -2.14% | +14.11% | +14.11% | 0.00% | 17:30 | 08:28 | 13:33 | 16:04 | 20:29 | 34:51 | 06:56 | 05:08 |
 | Blink Dagger | 30 | 13.70% | 53.0 | 46.67% | -4.12% | +3.33% | -18.10% | -2.49% | 28:58 | 17:54 | 23:05 | 28:25 | 31:42 | 51:59 | 08:37 | 06:22 |
 | Tranquil Boots | 33 | 15.07% | 51.5 | 45.45% | -5.63% | +4.55% | +17.05% | 2.04% | 13:12 | 05:43 | 09:45 | 12:34 | 15:53 | 23:26 | 06:08 | 04:32 |
 | Glimmer Cape | 12 | 5.48% | 50.0 | 58.33% | +8.57% | +8.34% | -58.33% | -7.98% | 27:04 | 14:58 | 21:25 | 25:40 | 29:46 | 42:23 | 08:21 | 06:11 |
 | Holy Locket | 5 | 2.28% | 48.5 | 80.00% | +30.47% | +20.00% | +20.00% | 0.00% | 23:19 | 17:12 | 17:12 | 20:36 | 20:47 | 40:36 | 03:35 | 02:39 |
 | Heart of Tarrasque | 11 | 5.02% | 47.0 | 54.55% | +4.55% | +12.12% | -54.55% | 0.00% | 42:28 | 34:08 | 35:33 | 40:03 | 42:55 | 60:50 | 07:22 | 05:27 |
 | Ghost Scepter | 32 | 14.61% | 45.5 | 37.50% | -14.91% | +12.50% | 0.00% | -1.07% | 28:36 | 09:50 | 22:17 | 28:19 | 33:55 | 44:18 | 11:38 | 08:37 |
 | Buckler | 9 | 4.11% | 43.9 | 55.56% | +5.56% | -5.56% | -55.56% | 0.00% | 33:34 | 22:43 | 24:24 | 30:34 | 30:58 | 1:01:59 | 06:34 | 04:51 |
 | Aghanim's Shard | 16 | 7.31% | 42.4 | 43.75% | -6.99% | +31.25% | -18.75% | -9.71% | 33:32 | 20:16 | 29:56 | 32:22 | 35:05 | 49:16 | 05:09 | 03:48 |
 | Pipe of Insight | 4 | 1.83% | 40.9 | 75.00% | +25.23% | +25.00% | -75.00% | 0.00% | 28:52 | 13:52 | 13:52 | 31:41 | 34:12 | 35:43 | 20:20 | 15:03 |
 | Aeon Disk | 20 | 9.13% | 39.4 | 40.00% | -11.26% | 0.00% | 0.00% | 0.00% | 36:08 | 26:17 | 31:24 | 35:15 | 38:44 | 48:34 | 07:20 | 05:25 |
 | Falcon Blade | 13 | 5.94% | 37.9 | 46.15% | -4.34% | -12.82% | +20.52% | 10.10% | 08:30 | 05:01 | 06:25 | 07:34 | 09:43 | 14:04 | 03:18 | 02:26 |
 | Wind Waker | 2 | 0.91% | 36.4 | 100.00% | +50.23% | 0.00% | 0.00% | 0.00% | 51:16 | 50:24 | 50:24 | 52:08 | 52:08 | 52:08 | 01:44 | 01:17 |
 | Kaya | 8 | 3.65% | 34.8 | 50.00% | -0.24% | 0.00% | 0.00% | 0.00% | 28:56 | 16:17 | 18:20 | 25:07 | 32:05 | 53:30 | 13:45 | 10:11 |
 | Bracer | 5 | 2.28% | 33.3 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 08:37 | 02:44 | 02:44 | 07:12 | 11:50 | 16:42 | 09:06 | 06:44 |
 | Aghanim's Scepter | 5 | 2.28% | 31.8 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 36:31 | 17:56 | 17:56 | 37:25 | 38:19 | 55:34 | 20:23 | 15:05 |
 | Ring of Basilius | 5 | 2.28% | 30.3 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 26:47 | 11:27 | 11:27 | 27:01 | 30:57 | 45:27 | 19:30 | 14:26 |
 | Eternal Shroud | 9 | 4.11% | 28.8 | 44.44% | -6.04% | +5.56% | -44.44% | 0.00% | 21:20 | 14:41 | 20:00 | 20:45 | 22:16 | 29:00 | 02:16 | 01:40 |
 | Vladmir's Offering | 3 | 1.37% | 27.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 34:35 | 27:21 | 27:21 | 30:57 | 45:27 | 45:27 | 18:06 | 13:24 |
 | Morbid Mask | 3 | 1.37% | 25.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 34:28 | 27:01 | 27:01 | 30:57 | 45:27 | 45:27 | 18:26 | 13:39 |
 | Drum of Endurance | 3 | 1.37% | 24.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 17:21 | 12:19 | 12:19 | 17:34 | 22:11 | 22:11 | 09:52 | 07:18 |
 | Assault Cuirass | 3 | 1.37% | 22.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 41:02 | 29:46 | 29:46 | 31:01 | 1:02:19 | 1:02:19 | 32:33 | 24:06 |
 | Crimson Guard | 1 | 0.46% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.46% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.46% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.46% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Bloodstone | 5 | 2.28% | 15.2 | 40.00% | -10.47% | -40.00% | -40.00% | 0.00% | 34:32 | 25:08 | 25:08 | 28:06 | 39:38 | 53:46 | 14:30 | 10:44 |
 | Refresher Orb | 6 | 2.74% | 13.6 | 33.33% | -17.37% | -33.33% | +66.67% | 0.00% | 47:41 | 40:28 | 42:05 | 45:12 | 50:00 | 60:26 | 07:55 | 05:51 |
 | Force Staff | 6 | 2.74% | 12.1 | 33.33% | -17.37% | +16.67% | -33.33% | 0.00% | 30:56 | 22:10 | 25:19 | 32:55 | 35:11 | 35:27 | 09:52 | 07:18 |
 | Scythe of Vyse | 8 | 3.65% | 10.6 | 25.00% | -26.18% | -25.00% | +25.00% | 0.00% | 44:46 | 33:16 | 36:43 | 45:08 | 48:49 | 56:53 | 12:06 | 08:57 |
 | Blade Mail | 2 | 0.91% | 9.1 | 50.00% | -0.23% | +50.00% | 0.00% | 0.00% | 39:14 | 30:47 | 30:47 | 47:40 | 47:40 | 47:40 | 16:53 | 12:30 |
 | Kaya and Sange | 2 | 0.91% | 7.6 | 50.00% | -0.23% | +50.00% | 0.00% | 0.00% | 27:15 | 19:00 | 19:00 | 35:29 | 35:29 | 35:29 | 16:29 | 12:12 |
 | Spirit Vessel | 3 | 1.37% | 6.1 | 33.33% | -17.13% | +66.67% | 0.00% | 0.00% | 18:05 | 14:06 | 14:06 | 18:15 | 21:53 | 21:53 | 07:47 | 05:45 |
 | Arcane Blink | 3 | 1.37% | 4.5 | 33.33% | -17.13% | -33.33% | 0.00% | 0.00% | 53:28 | 42:41 | 42:41 | 58:05 | 59:38 | 59:38 | 16:57 | 12:33 |
 | Soul Ring | 1 | 0.46% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.46% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |