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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 | |
 | Boots of Travel | 27 | 38.57% | 100.0 | 66.67% | +36.44% | +4.76% | -9.53% | -1.10% | 36:43 | 18:46 | 29:24 | 35:08 | 42:20 | 56:56 | 12:56 | 09:34 |
 | Aghanim's Scepter | 17 | 24.29% | 98.0 | 64.71% | +26.97% | -14.71% | +10.29% | 3.64% | 37:05 | 28:39 | 32:39 | 35:26 | 39:31 | 50:57 | 06:52 | 05:05 |
 | Sange | 6 | 8.57% | 96.1 | 83.33% | +42.70% | +16.67% | +16.67% | 0.00% | 34:44 | 29:01 | 30:53 | 31:29 | 35:33 | 47:17 | 04:40 | 03:27 |
 | Shadow Blade | 8 | 11.43% | 94.1 | 75.00% | +34.68% | -25.00% | +25.00% | 15.08% | 39:13 | 35:17 | 37:02 | 37:25 | 40:21 | 44:23 | 03:19 | 02:27 |
 | Black King Bar | 53 | 75.71% | 92.2 | 47.17% | +11.88% | +6.68% | -24.09% | -6.20% | 25:26 | 19:31 | 22:32 | 24:58 | 27:30 | 37:19 | 04:58 | 03:40 |
 | Blink Dagger | 69 | 98.57% | 90.2 | 44.93% | +44.93% | -9.64% | -15.52% | -2.65% | 11:34 | 08:34 | 10:11 | 11:18 | 12:24 | 20:03 | 02:13 | 01:38 |
 | Chainmail | 67 | 95.71% | 88.2 | 44.78% | +11.45% | +25.81% | -21.25% | -16.81% | 13:30 | 04:03 | 12:20 | 13:36 | 15:08 | 19:47 | 02:48 | 02:04 |
 | Boots of Speed | 70 | 100.00% | 86.3 | 44.29% | +44.29% | -10.96% | -14.88% | -2.40% | 06:31 | 00:13 | 05:54 | 06:32 | 07:32 | 09:32 | 01:38 | 01:12 |
 | Ring of Health | 70 | 100.00% | 84.3 | 44.29% | +44.29% | +5.71% | +20.42% | 14.71% | 02:54 | 01:16 | 02:26 | 02:47 | 03:10 | 11:21 | 00:44 | 00:32 |
 | Blade Mail | 66 | 94.29% | 82.4 | 43.94% | -6.06% | +3.12% | -12.69% | -4.39% | 16:22 | 10:54 | 14:17 | 15:52 | 17:53 | 26:18 | 03:36 | 02:40 |
 | Vanguard | 68 | 97.14% | 80.4 | 42.65% | -57.35% | -1.47% | -7.36% | -3.72% | 05:53 | 03:46 | 04:55 | 05:45 | 06:30 | 09:02 | 01:35 | 01:10 |
 | Phase Boots | 9 | 12.86% | 78.4 | 66.67% | +25.69% | +33.33% | -66.67% | -28.71% | 10:32 | 04:53 | 07:16 | 09:43 | 10:45 | 20:37 | 03:29 | 02:34 |
 | Helm of Iron Will | 9 | 12.86% | 76.5 | 66.67% | +25.69% | -66.67% | -16.67% | 3.10% | 30:20 | 18:06 | 18:22 | 27:47 | 34:30 | 52:09 | 16:08 | 11:57 |
 | Magic Wand | 51 | 72.86% | 74.5 | 43.14% | -4.23% | +10.71% | -20.06% | -5.02% | 07:35 | -01:29 | 04:59 | 08:23 | 11:07 | 19:09 | 06:08 | 04:32 |
 | Kaya and Sange | 5 | 7.14% | 72.5 | 80.00% | +38.46% | +20.00% | +20.00% | 0.00% | 35:31 | 29:01 | 29:01 | 34:27 | 35:41 | 47:17 | 06:40 | 04:56 |
 | Ring of Protection | 34 | 48.57% | 70.6 | 44.12% | -0.32% | -21.90% | +30.88% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Quelling Blade | 49 | 70.00% | 68.6 | 40.82% | -11.56% | +0.85% | +9.18% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:57 | 00:00 | 00:00 |
 | Magic Stick | 47 | 67.14% | 66.7 | 40.43% | -11.74% | -23.76% | -15.43% | 1.04% | 05:00 | -01:30 | -01:29 | 05:05 | 09:31 | 20:40 | 11:00 | 08:08 |
 | Crimson Guard | 8 | 11.43% | 64.7 | 62.50% | +20.56% | -62.50% | -12.50% | 5.87% | 27:11 | 19:12 | 20:23 | 24:33 | 28:54 | 40:50 | 08:31 | 06:18 |
 | Refresher Orb | 8 | 11.43% | 62.7 | 62.50% | +20.56% | +37.50% | -12.50% | -6.41% | 44:43 | 33:17 | 35:51 | 41:06 | 43:39 | 1:04:48 | 07:48 | 05:46 |
 | Aghanim's Shard | 23 | 32.86% | 60.8 | 43.48% | -1.20% | +6.52% | +23.19% | 1.87% | 31:30 | 16:26 | 26:50 | 31:03 | 35:46 | 45:08 | 08:56 | 06:37 |
 | Kaya | 6 | 8.57% | 58.8 | 66.67% | +24.48% | -16.67% | +33.33% | 0.00% | 32:24 | 25:47 | 28:11 | 29:01 | 38:27 | 39:55 | 10:16 | 07:36 |
 | Aghanim's Blessing | 4 | 5.71% | 56.9 | 75.00% | +32.58% | +25.00% | +25.00% | 0.00% | 55:01 | 52:07 | 52:07 | 52:54 | 54:47 | 60:16 | 02:40 | 01:58 |
 | Wind Lace | 19 | 27.14% | 54.9 | 42.11% | -2.99% | -2.11% | -22.11% | -4.05% | 10:11 | 05:28 | 07:16 | 08:59 | 12:12 | 16:22 | 04:56 | 03:39 |
 | Overwhelming Blink | 2 | 2.86% | 52.9 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 41:28 | 39:03 | 39:03 | 43:53 | 43:53 | 43:53 | 04:50 | 03:34 |
 | Shiva's Guard | 2 | 2.86% | 51.0 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 45:42 | 41:17 | 41:17 | 50:06 | 50:06 | 50:06 | 08:49 | 06:31 |
 | Octarine Core | 11 | 15.71% | 49.0 | 45.45% | +1.38% | +21.22% | -12.12% | -4.24% | 39:02 | 21:48 | 32:47 | 36:53 | 40:39 | 58:49 | 07:52 | 05:49 |
 | Cornucopia | 11 | 15.71% | 47.1 | 45.45% | +1.38% | +21.22% | +21.22% | 0.00% | 39:04 | 29:51 | 33:26 | 37:36 | 40:27 | 1:01:30 | 07:01 | 05:11 |
 | Pipe of Insight | 5 | 7.14% | 45.1 | 60.00% | +16.92% | -60.00% | +40.00% | 0.00% | 27:06 | 15:33 | 15:33 | 21:50 | 31:50 | 49:52 | 16:17 | 12:03 |
 | Headdress | 5 | 7.14% | 43.1 | 60.00% | +16.92% | -60.00% | +40.00% | 0.00% | 25:19 | 12:31 | 12:31 | 19:53 | 28:13 | 49:35 | 15:42 | 11:37 |
 | Void Stone | 12 | 17.14% | 41.2 | 41.67% | -3.16% | -8.34% | -8.34% | 0.00% | 36:34 | 20:48 | 29:51 | 34:44 | 40:26 | 56:57 | 10:35 | 07:50 |
 | Boots of Travel 2 | 3 | 4.29% | 39.2 | 66.67% | +23.39% | +33.33% | 0.00% | 0.00% | 48:43 | 47:46 | 47:46 | 48:25 | 49:57 | 49:57 | 02:11 | 01:37 |
 | Arcane Boots | 8 | 11.43% | 37.3 | 37.50% | -7.66% | -37.50% | +12.50% | 8.45% | 36:40 | 25:29 | 31:21 | 36:30 | 37:16 | 53:07 | 05:55 | 04:22 |
 | Heart of Tarrasque | 1 | 1.43% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.43% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.43% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.43% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.43% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Nullifier | 2 | 2.86% | 25.5 | 50.00% | +5.88% | +50.00% | 0.00% | 0.00% | 52:11 | 51:38 | 51:38 | 52:43 | 52:43 | 52:43 | 01:05 | 00:48 |
 | Lotus Orb | 2 | 2.86% | 23.5 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 31:15 | 29:52 | 29:52 | 32:37 | 32:37 | 32:37 | 02:45 | 02:02 |
 | Manta Style | 3 | 4.29% | 21.6 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 31:16 | 22:01 | 22:01 | 34:33 | 37:14 | 37:14 | 15:13 | 11:16 |
 | Yasha | 3 | 4.29% | 19.6 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 29:08 | 18:36 | 18:36 | 32:22 | 36:27 | 36:27 | 17:51 | 13:13 |
 | Force Staff | 1 | 1.43% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.43% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:10 | 54:10 | 54:10 | 54:10 | 54:10 | 54:10 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.43% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.43% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.43% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.43% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Bracer | 2 | 2.86% | 5.9 | 0.00% | -45.59% | 0.00% | 0.00% | 0.00% | 11:03 | 06:52 | 06:52 | 15:14 | 15:14 | 15:14 | 08:22 | 06:11 |
 | Bottle | 1 | 1.43% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.43% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |