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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 | |
 | Shiva's Guard | 14 | 23.73% | 100.0 | 85.71% | +45.71% | -10.71% | -19.04% | -0.46% | 34:08 | 22:56 | 26:51 | 29:50 | 44:57 | 52:21 | 18:06 | 13:24 |
 | Bottle | 23 | 38.98% | 97.5 | 73.91% | +37.80% | -23.91% | -7.24% | 16.67% | 01:38 | 00:41 | 01:28 | 01:35 | 01:46 | 02:12 | 00:18 | 00:13 |
 | Quelling Blade | 28 | 47.46% | 95.0 | 64.29% | +25.58% | -35.72% | +35.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Overwhelming Blink | 4 | 6.78% | 92.5 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 47:51 | 34:57 | 34:57 | 48:45 | 51:38 | 56:04 | 16:41 | 12:21 |
 | Blink Dagger | 32 | 54.24% | 90.0 | 59.38% | +18.64% | +15.62% | +3.12% | -0.97% | 30:37 | 18:25 | 22:39 | 30:03 | 35:35 | 58:21 | 12:56 | 09:34 |
 | Black King Bar | 54 | 91.53% | 87.5 | 53.70% | +33.70% | +10.59% | -22.93% | -7.13% | 19:52 | 15:08 | 16:34 | 17:27 | 21:16 | 39:07 | 04:42 | 03:28 |
 | Phase Boots | 48 | 81.36% | 85.0 | 54.17% | +17.81% | -12.50% | -12.50% | 0.00% | 08:40 | 05:02 | 06:49 | 07:52 | 09:57 | 24:57 | 03:08 | 02:19 |
 | Chainmail | 48 | 81.36% | 82.5 | 54.17% | +17.81% | -20.84% | -12.50% | 3.00% | 07:29 | 02:10 | 05:56 | 06:41 | 08:43 | 24:20 | 02:47 | 02:03 |
 | Wind Lace | 57 | 96.61% | 80.0 | 52.63% | +52.63% | +4.51% | -16.92% | -5.04% | 05:26 | -01:30 | 02:46 | 05:16 | 07:01 | 32:35 | 04:15 | 03:08 |
 | Magic Wand | 57 | 96.61% | 77.5 | 52.63% | +52.63% | -2.63% | +11.66% | 3.42% | 08:25 | -01:29 | 05:56 | 08:41 | 10:07 | 22:06 | 04:11 | 03:05 |
 | Boots of Speed | 59 | 100.00% | 75.0 | 50.85% | +50.85% | -24.18% | -4.18% | 9.52% | 03:57 | -01:29 | 02:33 | 03:55 | 04:39 | 10:07 | 02:06 | 01:33 |
 | Magic Stick | 57 | 96.61% | 72.5 | 50.88% | +0.88% | -29.45% | +20.55% | 8.77% | 04:38 | -01:29 | 01:47 | 04:48 | 07:29 | 22:06 | 05:42 | 04:13 |
 | Kaya and Sange | 18 | 30.51% | 70.0 | 55.56% | +6.78% | +4.44% | -30.56% | -3.56% | 29:52 | 22:14 | 24:55 | 27:48 | 34:45 | 44:29 | 09:50 | 07:17 |
 | Ring of Health | 14 | 23.73% | 67.5 | 57.14% | +8.25% | -7.14% | -23.81% | -0.72% | 25:34 | 03:38 | 11:01 | 29:30 | 34:16 | 43:25 | 23:15 | 17:13 |
 | Kaya | 22 | 37.29% | 65.0 | 50.00% | -1.35% | +16.67% | -30.00% | -4.39% | 27:07 | 19:05 | 21:57 | 25:37 | 32:35 | 44:03 | 10:38 | 07:52 |
 | Sange | 20 | 33.90% | 62.5 | 50.00% | -1.28% | +30.00% | -30.00% | -7.23% | 28:17 | 18:28 | 24:02 | 26:58 | 32:20 | 37:28 | 08:18 | 06:08 |
 | Void Stone | 14 | 23.73% | 60.0 | 50.00% | -1.11% | 0.00% | -50.00% | -7.11% | 34:55 | 22:35 | 29:30 | 33:26 | 36:32 | 50:21 | 07:02 | 05:12 |
 | Refresher Orb | 6 | 10.17% | 57.5 | 66.67% | +17.61% | +33.33% | -66.67% | 0.00% | 39:28 | 33:57 | 36:29 | 39:26 | 40:53 | 45:13 | 04:24 | 03:15 |
 | Scythe of Vyse | 2 | 3.39% | 55.0 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 35:07 | 33:27 | 33:27 | 36:47 | 36:47 | 36:47 | 03:20 | 02:28 |
 | Aghanim's Scepter | 9 | 15.25% | 52.5 | 44.44% | -7.56% | -44.44% | +5.56% | 0.00% | 31:03 | 24:58 | 25:36 | 29:41 | 33:42 | 42:07 | 08:06 | 06:00 |
 | Ring of Protection | 9 | 15.25% | 50.0 | 44.44% | -7.56% | +5.56% | +5.56% | 0.00% | 07:56 | -01:29 | 07:23 | 08:21 | 09:18 | 12:37 | 01:55 | 01:25 |
 | Fluffy Hat | 3 | 5.08% | 47.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 13:38 | 13:04 | 13:04 | 13:46 | 14:05 | 14:05 | 01:01 | 00:45 |
 | Tranquil Boots | 11 | 18.64% | 45.0 | 36.36% | -17.81% | +30.31% | -3.03% | -8.66% | 10:50 | 05:18 | 08:18 | 10:41 | 12:09 | 19:29 | 03:51 | 02:51 |
 | Aghanim's Shard | 16 | 27.12% | 42.5 | 31.25% | -26.89% | -6.25% | +18.75% | 2.60% | 30:57 | 17:24 | 24:13 | 29:39 | 33:50 | 47:26 | 09:37 | 07:07 |
 | Soul Ring | 8 | 13.56% | 40.0 | 37.50% | -15.44% | -37.50% | +12.50% | 0.00% | 10:07 | 07:59 | 08:04 | 08:52 | 12:17 | 13:06 | 04:13 | 03:07 |
 | Aeon Disk | 1 | 1.69% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.69% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.69% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Bracer | 10 | 16.95% | 30.0 | 30.00% | -25.10% | +3.33% | +20.00% | 10.64% | 01:55 | -01:29 | 00:51 | 01:32 | 02:25 | 09:23 | 01:34 | 01:09 |
 | Lotus Orb | 2 | 3.39% | 27.5 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 27:19 | 23:31 | 23:31 | 31:07 | 31:07 | 31:07 | 07:36 | 05:37 |
 | Force Staff | 2 | 3.39% | 25.0 | 50.00% | -0.88% | +50.00% | 0.00% | 0.00% | 19:12 | 18:58 | 18:58 | 19:26 | 19:26 | 19:26 | 00:28 | 00:20 |
 | Linken's Sphere | 4 | 6.78% | 22.5 | 25.00% | -27.73% | -25.00% | -25.00% | 0.00% | 35:32 | 32:04 | 32:04 | 32:21 | 34:18 | 43:25 | 02:14 | 01:39 |
 | Ghost Scepter | 4 | 6.78% | 20.0 | 25.00% | -27.73% | +75.00% | -25.00% | 0.00% | 39:20 | 26:15 | 26:15 | 35:43 | 46:42 | 48:38 | 20:27 | 15:08 |
 | Drum of Endurance | 2 | 3.39% | 17.5 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 52:54 | 52:24 | 52:24 | 53:24 | 53:24 | 53:24 | 01:00 | 00:44 |
 | Heaven's Halberd | 1 | 1.69% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.69% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 3.39% | 10.0 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 49:35 | 48:27 | 48:27 | 50:43 | 50:43 | 50:43 | 02:16 | 01:40 |
 | Null Talisman | 1 | 1.69% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.69% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.69% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |