Rank	Team	Team name	Non Penalty OPR *	OPR *	Non Penalty OPRc *	Auto OPRc *	TeleOp OPRc *	End Game OPRc *	Auto Artifacts *	Auto Pattern *	Tele Artifacts *	Tele Pattern *	End Returned *	End Bonus *	Norm Avg **	Histogram	Max Norm Score	Worlds	Event	Quals Rank	RS	RS Bonus OPR	Qual matches	Event W-L-T
1	23521	DeSoto Technix	110.7	124.3	111.3	37.5	63.5	10.2	9.8	2.8	19.5	2.3	1.1	0.0	127.0	39:69:10:182:0:0,24:19:11:246:0:0,47:76:13:164:0:0,33:75:11:182:0:0,41:55:9:195:0:0,43:89:8:160:0:0	164		Mississippi Water Valley 01/17/26	1	4.70	1.36	6	9‑0‑0
2	8803	East Rankin Robotics	100.1	120.6	100.4	36.5	55.7	8.1	8.6	5.1	14.9	4.1	0.9	0.0	131.5	45:71:9:175:0:0,39:78:9:174:0:0,41:70:8:181:0:0,39:24:9:228:0:0,37:55:6:203:0:0,26:45:7:222:0:0	156		Mississippi Tupelo 11/15/25	1	5.00	1.70	6	9‑0‑0
99999	23521	DeSoto Technix	99.0	102.6	98.8	32.9	57.2	8.8	7.1	4.0	16.0	4.2	0.7	0.1	132.5	28:52:17:203:0:0,43:74:6:177:0:0,38:52:8:0:0:202,35:72:7:186:0:0,39:57:6:197:0:0,24:46:8:222:0:0	156		Mississippi Tupelo 11/15/25	2	4.30	1.32	6	8‑1‑0
3	23994	Downpour	62.1	70.8	62.4	24.1	33.3	5.0	5.5	2.3	9.5	1.9	0.9	0.0	87.0	24:37:5:234:0:0,18:39:4:240:0:0,23:25:6:246:0:0,23:37:8:233:0:0,33:41:6:221:0:0,25:24:0:251:0:0	101		Mississippi Biloxi 12/13/25	1	3.50	0.26	6	8‑0‑0
4	12272	Team Lightning	41.7	47.6	41.1	10.8	23.6	6.8	2.5	1.2	6.4	2.2	0.6	0.0	68.8	14:33:5:248:0:0,11:25:4:0:0:260,10:17:9:264:0:0,14:29:8:250:0:0,5:15:6:0:0:273,11:24:8:257:0:0	90		Mississippi Biloxi 12/13/25	4	2.30	0.12	6	4‑4‑0
5	8690	Twisted Circuits	35.5	50.2	35.2	7.5	22.4	5.3	1.3	0.5	5.5	2.6	0.7	0.0	61.0	11:32:5:0:0:252,12:12:4:0:0:272,6:24:6:0:0:264,3:7:5:0:0:285,7:22:4:266:0:0,7:40:8:0:0:246	131		Mississippi Tupelo 11/15/25	11	0.80	0.00	6	1‑5‑0
6	23394	Bionic Panthers	31.4	34.1	31.4	0.3	24.8	6.4	0.0	0.0	6.1	2.2	0.9	0.1	61.0	0:23:13:264:0:0,0:23:3:274:0:0,2:33:6:259:0:0,0:26:5:269:0:0,0:25:5:0:0:270,0:24:5:0:0:270	133		Mississippi Tupelo 11/15/25	5	2.50	0.09	6	6‑4‑0
7	14627	Spare Parts	30.4	27.7	30.9	5.6	23.6	1.7	1.2	0.5	6.1	1.2	0.2	0.0	62.8	6:20:3:271:0:0,4:27:1:267:0:0,9:28:2:262:0:0,10:19:1:0:0:270,0:21:2:277:0:0,6:24:2:268:0:0	93		Mississippi Biloxi 12/13/25	2	2.70	0.00	6	7‑1‑0
8	20217	Surge	29.5	36.0	29.9	6.7	18.4	4.9	0.8	0.9	4.2	2.1	0.7	0.0	59.7	7:16:7:270:0:0,8:20:4:268:0:0,7:21:4:0:0:268,6:20:7:266:0:0,4:11:5:0:0:280,7:22:5:0:0:267	101		Mississippi Biloxi 12/13/25	5	2.30	0.57	6	3‑3‑0
9	12390	The Robotic Raiders	28.7	42.6	28.6	4.4	16.9	7.3	0.1	0.0	3.8	2.3	1.3	0.0	58.8	2:4:9:286:0:0,3:16:7:0:0:274,5:15:7:0:0:273,6:18:5:271:0:0,4:30:12:254:0:0,5:22:6:267:0:0	125		Mississippi Tupelo 11/15/25	4	3.00	0.67	6	5‑4‑0
10	11279	Pure Imagination	28.1	38.5	26.8	7.4	10.4	9.0	1.3	0.5	2.1	1.6	0.9	0.0	42.7	6:7:7:280:0:0,14:23:9:0:0:255,9:14:8:0:0:268,8:7:12:273:0:0,3:10:10:278:0:0,6:11:9:0:0:275	55		Mississippi Water Valley 01/17/26	5	2.50	0.75	6	5‑5‑0
11	10191	Trial and Error Robotics	27.3	22.0	26.9	4.4	16.7	5.9	0.4	0.2	3.7	2.7	1.1	0.0	49.2	3:19:7:0:0:271,3:21:9:0:0:267,5:20:7:267:0:0,5:13:4:277:0:0,4:4:4:0:0:289,4:20:5:0:0:270	83		Mississippi Biloxi 12/13/25	6	1.80	0.60	6	2‑4‑0
12	16489	Virtual North	26.2	36.6	25.4	5.9	10.7	8.9	0.8	0.3	3.5	0.3	1.0	0.1	46.3	2:4:15:0:0:278,3:14:7:0:0:276,10:12:8:269:0:0,7:12:6:0:0:275,8:18:8:266:0:0,5:2:6:0:0:286	69		Mississippi Biloxi 12/13/25	7	1.50	0.19	6	2‑4‑0
13	8651	Wait For It...	25.4	42.2	24.5	7.4	10.8	6.3	1.1	0.7	2.3	1.4	1.0	0.0	52.7	6:3:7:284:0:0,7:11:8:274:0:0,8:15:7:270:0:0,8:16:6:269:0:0,8:9:6:277:0:0,6:12:5:277:0:0,5:11:6:0:0:277	128		Mississippi Water Valley 01/17/26	3	3.30	0.39	7	7‑3‑0
14	19795	Rockbotics	22.1	39.6	21.2	2.6	12.6	5.9	0.4	0.3	3.7	0.9	0.9	0.0	52.8	4:17:5:274:0:0,3:14:5:278:0:0,0:12:11:0:0:277,4:10:4:0:0:282,2:8:5:0:0:285,0:13:6:0:0:280	88		Mississippi Biloxi 12/13/25	8	1.00	0.00	6	2‑4‑0
99999	23394	Bionic Panthers	19.7	46.1	20.5	3.4	13.2	3.9	0.3	0.0	2.4	2.7	0.8	0.0	54.0	3:9:3:285:0:0,2:4:4:290:0:0,6:28:5:262:0:0,4:20:4:273:0:0,6:21:2:0:0:270,7:21:6:265:0:0	64		Mississippi Water Valley 01/17/26	2	3.30	0.29	6	7‑3‑0
15	23628	TMS Tornadoes Legacy	19.3	25.4	18.8	1.2	15.0	2.6	0.0	0.0	4.3	0.7	0.6	0.0	46.7	0:7:2:0:0:291,3:23:3:272:0:0,0:1:3:0:0:296,1:11:3:285:0:0,0:17:4:279:0:0,1:9:2:288:0:0,1:21:2:276:0:0	164		Mississippi Water Valley 01/17/26	4	3.30	0.19	7	8‑2‑0
16	23577	Regents Roaring Lions	17.5	16.6	16.2	3.3	8.8	4.1	0.4	0.0	1.9	1.0	0.7	0.0	48.0	4:3:4:0:0:289,4:5:5:0:0:286,3:8:5:285:0:0,3:10:4:282:0:0,6:14:3:0:0:278,2:6:3:289:0:0	136		Mississippi Water Valley 01/17/26	6	2.30	0.36	6	3‑5‑0
17	23659	RoboBears	16.2	17.5	16.1	3.2	7.5	5.5	0.5	0.2	2.5	0.0	0.8	0.0	62.7	1:2:6:290:0:0,3:11:6:280:0:0,0:6:7:287:0:0,0:5:5:0:0:290,4:8:4:285:0:0,6:7:5:0:0:283	146		Mississippi Tupelo 11/15/25	3	3.00	0.34	6	5‑4‑0
18	31726	DSA Lions Robotics	15.0	15.3	15.8	2.3	6.0	7.6	0.0	0.0	1.2	0.6	0.9	0.0	28.5	0:7:4:0:0:288,2:4:10:0:0:284,3:8:8:281:0:0,3:6:9:0:0:283,3:8:8:0:0:282,3:4:6:0:0:287	49		Mississippi Water Valley 01/17/26	11	1.30	0.50	6	1‑5‑0
19	14800	Cyberdine	14.7	22.4	14.7	1.3	7.9	5.5	0.0	0.4	3.1	0.0	1.1	0.0	50.5	2:10:6:282:0:0,0:5:8:0:0:287,1:7:5:0:0:287,0:3:5:0:0:292,0:8:5:0:0:287,1:11:4:284:0:0	143		Mississippi Tupelo 11/15/25	7	1.50	0.07	6	2‑6‑0
99999	14800	Cyberdine	14.7	35.3	13.5	0.0	8.7	4.7	0.0	0.0	1.7	1.4	1.1	0.0	28.8	0:4:3:0:0:293,0:18:5:276:0:0,0:7:5:287:0:0,0:0:4:0:0:296,0:10:6:284:0:0,0:5:4:0:0:291	62		Mississippi Water Valley 01/17/26	7	2.20	0.42	6	3‑5‑0
20	8772	RoboWildcats	14.4	23.0	14.2	0.8	6.5	6.9	0.1	0.4	1.6	0.4	1.3	0.0	40.0	1:11:6:0:0:282,1:9:4:286:0:0,0:5:8:287:0:0,0:5:8:0:0:287,0:0:6:0:0:294,0:0:10:290:0:0	137		Mississippi Tupelo 11/15/25	6	1.70	0.00	6	5‑5‑0
99999	23577	Regents Roaring Lions	13.6	13.5	13.4	2.7	5.8	4.9	0.0	0.0	0.6	1.3	0.9	0.0	48.0	2:10:4:0:0:284,3:5:2:290:0:0,2:5:5:0:0:288,3:2:6:289:0:0,3:10:6:0:0:281,2:10:7:0:0:280	83		Mississippi Tupelo 11/15/25	8	1.50	0.13	6	2‑6‑0
21	31657	Mechaneers	13.2	20.5	12.5	2.1	2.0	8.3	0.1	0.1	0.1	1.3	0.7	0.1	43.8	1:1:15:0:0:284,3:2:6:289:0:0,3:3:3:0:0:291,3:2:6:290:0:0,3:2:9:285:0:0,0:2:8:290:0:0	94		Mississippi Biloxi 12/13/25	3	2.70	0.40	6	4‑4‑0
22	23776	Lab Rats	12.4	15.6	12.5	0.0	10.2	2.3	0.0	0.0	1.5	2.8	0.5	0.0	43.7	0:11:3:0:0:286,0:11:1:0:0:288,0:10:4:0:0:286,0:6:4:0:0:290,0:17:2:281:0:0,0:7:0:293:0:0	56		Mississippi Biloxi 12/13/25	9	1.00	0.00	6	2‑4‑0
23	24073	AJHS Robotics 2	10.1	11.7	10.9	0.0	7.6	3.4	0.0	0.0	2.1	0.9	0.6	0.0	43.5	0:0:0:0:0:300,0:7:3:0:0:290,0:8:4:0:0:288,0:9:3:288:0:0,0:13:4:0:0:283,0:0:5:295:0:0	126		Mississippi Tupelo 11/15/25	10	1.20	0.00	6	2‑4‑0
24	24340	Pirates	9.7	5.6	10.2	3.0	5.0	2.2	0.3	0.2	1.1	0.1	0.3	0.0	24.0	3:2:2:0:0:293,4:7:2:0:0:288,0:0:2:0:0:298,0:6:3:0:0:291,0:1:0:0:0:299,7:8:4:282:0:0	53		Mississippi Water Valley 01/17/26	13	0.80	0.00	6	1‑5‑0
99999	8772	RoboWildcats	9.5	28.1	10.0	0.0	4.8	5.2	0.0	0.0	0.5	1.0	0.8	0.0	41.2	0:5:5:290:0:0,0:2:3:0:0:295,0:4:6:0:0:289,0:6:7:0:0:287,0:4:5:290:0:0,0:10:4:0:0:286	128		Mississippi Water Valley 01/17/26	8	2.00	0.50	6	2‑4‑0
25	31728	JagWires	9.3	4.0	9.1	2.7	4.9	1.5	0.5	0.3	0.8	0.8	0.2	0.0	41.7	0:0:0:0:0:300,4:3:1:0:0:292,3:6:2:289:0:0,0:3:2:0:0:295,2:8:3:287:0:0,0:2:1:0:0:297	130		Mississippi Tupelo 11/15/25	9	1.30	0.00	6	2‑4‑0
26	25773	Crusader Robotics	8.4	6.9	10.9	0.0	7.2	3.7	0.0	0.0	2.4	0.0	0.7	0.0	32.2	0:9:3:0:0:288,0:9:6:0:0:285,0:11:2:0:0:288,0:5:6:0:0:289,0:5:4:0:0:292,0:8:4:0:0:289	48		Mississippi Biloxi 12/13/25	10	0.20	0.00	6	0‑6‑0
27	6205	SCARLET	7.4	29.2	7.6	0.0	0.2	7.4	0.0	0.0	0.0	0.3	1.3	0.0	21.7	0:0:8:292:0:0,0:0:7:292:0:0,0:0:8:0:0:292,0:0:8:0:0:292,0:0:7:0:0:292,0:0:6:0:0:294	36		Mississippi Water Valley 01/17/26	9	1.50	0.22	6	2‑4‑0
28	12389	TMS Tornadoes	6.7	8.0	5.3	0.7	2.9	1.7	0.1	0.6	0.8	0.3	0.5	0.0	35.3	0:4:1:0:0:296,1:3:2:294:0:0,1:3:2:294:0:0,0:1:2:0:0:297,0:0:2:0:0:298,0:0:0:0:0:300	142		Mississippi Water Valley 01/17/26	10	1.30	0.00	6	3‑6‑0
29	23745	Axolbotics	5.2	12.8	5.7	0.0	0.8	4.8	0.0	0.0	0.0	1.1	0.8	0.0	25.5	0:1:5:0:0:294,0:0:7:0:0:293,0:1:4:295:0:0,0:0:5:0:0:295,0:0:4:0:0:296,0:0:4:0:0:296	54		Mississippi Tupelo 11/15/25	12	0.50	0.00	6	1‑5‑0
30	32075	TigerBots	3.9	17.3	7.9	1.8	0.0	6.1	0.2	0.0	0.0	0.0	1.2	0.0	22.5	2:0:6:0:0:292,3:0:6:0:0:291,0:0:7:0:0:293,0:0:6:0:0:294,0:0:8:0:0:292,2:0:5:294:0:0	55		Mississippi Water Valley 01/17/26	12	1.00	0.13	6	1‑5‑0

* Scoring explanation:

OPR: A fairly common way to compute team offense in FRC. We got the formula from here. You can also see more details here.
OPRc: Similar to OPR but we are instead minimizing the Ax-b linear equation rather than solving for Ax=b in order to apply constraints such as ensuring scores >= 0 and imposing upper bounds on game-specific performance. For example, constraints for CENTERSTAGE are: auto <= 80, teleop <= 180, end-game <= 50, end-hang <= 1, end-drone <= 30.
Non-penalty OPR/OPRc: If available, this is the OPR/OPRc when all penalties are removed from matches. For CENTERSTAGE, Non-penalty OPR includes subtracted penalties for remote events.
Auto, TeleOp, and End Game OPRc: If available, this is the OPRc for each phase of matches as reported. Should sum to Non-Penalty OPRc.
Norm Avg: Team's average score through all matches with penalties subtracted.
Histogram: Team's histogram of estimated contribution from matches. Order from bottom is auto, teleop, end-game, and diff between max score of 300 and total contribution. Contribution is computed as match_score * (team_oprc / (team_oprc + partner_oprc)).
Max Norm Score: Team's max alliance score through all matches with penalties subtracted.
RS Bonus: Team's additional RS score beyond the expected 3 for win and 1 for tie.
Top-10 Scores: The top 10 non-penalty scores reported.

Thanks to Bill Gardner for the pointer to FRC metrics and many ideas on how to improve the stats!


Please take a look and send us a note at feedback@ftcstats.org if you have some feedback.