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	18763	Texpand	106.2	119.4	103.4	36.5	54.2	12.7	8.7	3.6	16.2	2.1	1.2	0.2	124.4	3:8:8:0:0:281,51:56:11:182:0:0,44:66:21:170:0:0,45:74:11:170:0:0,41:76:13:171:0:0	169		South Africa Western Cape Regional 01/31/26	1	4.60	1.88	5	7‑1‑0
2	28338	AUTONOVA	79.9	86.1	82.3	28.0	43.7	10.6	7.1	1.9	13.7	1.1	1.0	0.1	107.2	26:47:8:219:0:0,23:28:8:241:0:0,40:49:20:190:0:0,31:52:11:206:0:0,19:45:7:229:0:0	130		South Africa Western Cape Regional 01/31/26	2	4.00	0.77	5	8‑0‑0
3	27937	WolfSpark	61.2	83.7	58.7	19.3	29.2	10.3	3.7	3.0	8.6	1.4	1.0	0.1	72.8	4:0:15:281:0:0,24:34:10:232:0:0,10:39:6:244:0:0,30:28:9:232:0:0,26:41:10:0:0:224	90		South Africa Western Cape Regional 01/31/26	3	4.00	1.27	5	7‑3‑0
4	19001	SYRE	52.0	75.7	49.7	14.4	26.1	9.2	3.2	1.7	6.0	2.9	0.6	0.3	85.0	6:22:0:272:0:0,12:16:7:265:0:0,19:20:0:0:0:261,16:52:16:216:0:0,21:38:17:225:0:0	124		South Africa Western Cape Regional 01/31/26	4	3.40	0.63	5	6‑3‑0
5	24695	Android_User	46.3	49.8	45.9	12.6	23.7	9.6	3.0	1.4	6.1	2.2	0.8	0.1	70.6	6:24:12:258:0:0,19:23:16:242:0:0,9:21:8:263:0:0,24:27:6:0:0:243,12:24:7:257:0:0	76		South Africa Gauteng Regional 01/24/26	2	3.20	0.57	5	7‑1‑0
6	26442	St331 S0@r3rs	40.0	45.9	39.7	10.5	22.0	7.2	2.1	1.5	4.8	3.1	0.9	0.1	63.8	11:25:7:257:0:0,3:14:3:280:0:0,15:20:8:257:0:0,13:25:12:250:0:0,8:25:5:0:0:262	86		South Africa Gauteng Regional 01/24/26	3	3.20	0.49	5	6‑3‑0
7	23388	Steam Bunnies	39.3	32.3	39.5	12.0	24.3	3.2	2.3	1.3	5.4	3.3	0.8	0.0	65.2	13:27:3:257:0:0,12:22:8:0:0:258,9:21:2:267:0:0,13:22:3:262:0:0,15:31:3:251:0:0	86		South Africa Gauteng Regional 01/24/26	1	3.40	0.64	5	5‑3‑0
8	23148	The Buccaneers	38.6	42.8	38.3	7.6	24.0	6.7	1.4	0.2	6.0	2.4	1.0	0.0	52.8	2:23:7:269:0:0,11:25:5:0:0:259,14:22:7:257:0:0,0:18:5:0:0:277,10:25:8:257:0:0,6:34:9:251:0:0	81		South Africa Gauteng Regional 01/24/26	8	2.00	0.14	6	5‑4‑0
9	33585	Wireless Wizards	36.2	27.2	35.6	7.5	22.3	5.7	1.9	0.9	4.6	3.1	0.9	0.0	58.0	9:14:4:273:0:0,5:20:4:0:0:271,8:30:6:0:0:256,11:21:8:0:0:259,5:25:6:264:0:0	70		South Africa Western Cape Regional 01/31/26	23	1.60	0.11	5	2‑3‑0
10	21309	TekSense	33.8	29.5	33.3	10.4	21.1	1.8	1.9	1.1	4.3	3.2	0.9	0.0	54.4	16:16:4:0:0:264,3:30:1:265:0:0,5:13:2:280:0:0,14:20:2:264:0:0,8:26:1:0:0:265	79		South Africa Gauteng Regional 01/24/26	4	2.60	0.54	5	6‑2‑0
11	31439	Cybersquish	33.5	41.1	28.3	0.6	21.1	6.6	0.0	0.1	5.4	1.9	1.0	0.0	58.6	0:21:8:271:0:0,0:19:8:273:0:0,0:0:4:0:0:295,1:17:5:277:0:0,11:36:9:243:0:0	106		South Africa Western Cape Regional 01/31/26	6	3.00	0.20	5	6‑3‑0
12	26811	MufasaBots	32.4	50.1	31.9	9.8	19.4	2.6	1.7	1.0	4.6	2.0	0.5	0.0	54.4	3:30:2:0:0:265,5:20:3:272:0:0,17:18:3:262:0:0,12:10:0:278:0:0,13:21:5:0:0:262	81		South Africa Gauteng Regional 01/24/26	6	2.20	0.22	5	5‑4‑0
13	28604	Nguzo Sabers	32.1	39.5	30.7	0.6	21.8	8.3	0.0	0.1	5.6	2.4	1.1	0.0	52.2	0:18:9:274:0:0,1:22:7:270:0:0,1:27:10:262:0:0,0:32:10:258:0:0,0:0:6:0:0:294	82		South Africa Western Cape Regional 01/31/26	8	3.00	0.30	5	4‑3‑0
14	25197	Circuit Breakers	32.0	46.3	29.7	8.6	17.5	3.7	1.9	1.0	4.6	1.6	0.5	0.0	67.2	4:5:4:0:0:287,10:15:2:0:0:274,11:22:6:262:0:0,9:21:4:266:0:0,6:19:4:271:0:0	128		South Africa Western Cape Regional 01/31/26	13	2.20	0.01	5	3‑2‑0
15	17226	D.R.O.I.D.S.	31.4	40.3	31.1	3.7	22.5	5.0	0.1	0.8	6.1	2.0	0.6	0.0	60.8	0:18:0:0:0:282,2:24:5:269:0:0,1:10:8:0:0:281,5:30:4:261:0:0,4:16:7:273:0:0	169		South Africa Western Cape Regional 01/31/26	5	3.20	0.85	5	3‑4‑0
16	33525	RoboRhinos FTC	31.0	41.4	31.0	13.9	14.1	3.1	2.6	1.8	3.9	1.0	0.8	0.0	48.0	13:11:3:0:0:273,15:14:3:268:0:0,10:12:4:0:0:275,19:18:2:0:0:261,13:13:4:0:0:270	62		South Africa Western Cape Regional 01/31/26	29	1.00	0.08	5	1‑4‑0
17	22917	High Voltage	31.0	34.0	33.1	9.9	17.0	6.2	1.6	1.2	5.0	0.8	1.1	0.0	54.6	7:24:6:0:0:263,8:15:7:270:0:0,13:21:9:256:0:0,16:24:6:0:0:254,6:1:3:0:0:290	82		South Africa Western Cape Regional 01/31/26	17	2.00	0.57	5	2‑3‑0
18	24407	Fairobots	30.4	50.7	32.3	12.3	12.7	7.3	1.7	1.0	4.7	0.1	0.9	0.1	63.4	9:13:0:277:0:0,9:11:6:0:0:274,6:10:8:0:0:276,15:11:5:269:0:0,17:18:13:251:0:0	124		South Africa Western Cape Regional 01/31/26	10	2.60	0.57	5	3‑2‑0
19	26695	The Originals	30.0	53.2	33.0	0.0	26.7	6.3	0.0	0.0	7.4	1.6	0.8	0.0	54.8	0:27:7:266:0:0,0:28:5:267:0:0,0:20:7:0:0:273,0:52:9:240:0:0,0:8:3:289:0:0	82		South Africa Western Cape Regional 01/31/26	7	3.00	0.26	5	6‑3‑0
20	30845	SOLITA_bot6	29.3	40.5	31.6	0.0	29.2	2.4	0.0	0.0	7.5	2.9	0.3	0.0	54.2	0:25:0:275:0:0,0:19:2:0:0:279,0:52:4:244:0:0,0:30:10:0:0:261,0:12:3:0:0:285	106		South Africa Western Cape Regional 01/31/26	32	0.80	0.00	5	2‑3‑0
21	24091	Apollo24	28.9	26.7	28.9	5.6	15.9	7.4	0.5	0.4	4.8	0.8	1.4	0.0	45.6	6:16:6:272:0:0,0:10:8:0:0:282,5:27:8:260:0:0,7:24:6:0:0:263,9:10:9:0:0:272	61		South Africa Western Cape Regional 01/31/26	22	1.80	0.32	5	2‑3‑0
22	25310	PHS Stingers	24.8	40.2	24.6	2.0	17.0	5.7	0.3	0.0	3.9	2.6	0.4	0.1	72.6	1:8:5:0:0:285,3:18:5:275:0:0,2:20:9:268:0:0,3:10:5:0:0:282,1:18:3:278:0:0	162		South Africa Western Cape Regional 01/31/26	9	2.80	0.23	5	3‑2‑0
23	19002	Astrix	22.9	38.9	22.7	9.1	9.1	4.6	1.7	1.3	0.7	2.9	0.8	0.0	51.6	6:13:4:0:0:277,6:14:5:0:0:275,17:11:5:267:0:0,14:9:7:0:0:271,3:3:2:292:0:0	71		South Africa Western Cape Regional 01/31/26	18	2.00	0.46	5	2‑3‑0
24	17133	Metagearz	22.6	20.0	22.6	6.4	13.2	3.0	1.1	1.3	2.7	1.9	0.8	0.0	49.6	1:12:3:283:0:0,10:10:6:0:0:274,8:21:2:0:0:269,7:12:2:279:0:0,5:16:3:0:0:275	62		South Africa Gauteng Regional 01/24/26	9	1.80	0.32	5	2‑3‑0
25	33568	Fifth Order	22.4	39.2	23.1	0.0	12.2	10.9	0.0	0.0	2.6	2.4	1.3	0.1	49.2	0:0:9:0:0:291,0:18:9:274:0:0,0:9:10:0:0:282,0:14:18:268:0:0,0:13:8:279:0:0	82		South Africa Gauteng Regional 01/24/26	5	2.40	0.26	5	3‑4‑0
26	18011	Hyperion Bots	22.1	31.3	28.5	0.0	24.4	4.1	0.0	0.0	8.0	0.3	0.6	0.0	64.8	0:4:2:0:0:294,0:0:2:0:0:298,0:44:6:250:0:0,0:35:5:260:0:0,0:42:6:252:0:0	106		South Africa Western Cape Regional 01/31/26	14	2.20	0.00	5	6‑4‑0
27	28610	Nex Gen	18.7	26.3	18.2	4.2	9.8	4.2	0.4	0.4	2.3	1.4	0.7	0.0	38.8	2:9:2:0:0:287,10:13:6:0:0:270,3:14:7:276:0:0,6:14:4:0:0:276,2:1:2:0:0:295	61		South Africa Western Cape Regional 01/31/26	31	1.00	0.08	5	1‑4‑0
28	24229	Innovatrix FTC 24229	16.9	9.2	18.5	1.6	11.1	5.8	0.1	0.0	3.0	1.1	0.9	0.0	51.8	1:3:6:0:0:290,4:15:9:0:0:273,1:15:4:281:0:0,2:15:3:0:0:280,2:8:8:282:0:0	75		South Africa Western Cape Regional 01/31/26	24	1.60	0.00	5	2‑3‑0
29	28906	Pax College Team 1	16.5	28.3	16.4	1.0	8.7	6.7	0.1	0.0	1.6	1.7	0.7	0.1	41.8	0:14:5:0:0:282,0:6:2:292:0:0,0:0:15:0:0:285,2:10:4:0:0:284,1:11:7:0:0:282	73		South Africa Gauteng Regional 01/24/26	12	1.00	0.06	5	1‑4‑0
30	23389	CodeABot1	16.1	28.4	12.6	6.6	0.5	5.5	1.0	1.0	0.1	0.0	0.5	0.1	47.0	7:1:4:288:0:0,3:5:7:285:0:0,10:1:10:280:0:0,3:3:2:0:0:293,3:0:4:0:0:293	130		South Africa Western Cape Regional 01/31/26	11	2.60	0.31	5	5‑4‑0
31	28288	Girls in Robotics Innovators	14.5	14.6	11.8	2.6	3.8	5.4	0.1	0.0	1.0	0.6	1.0	0.0	37.6	2:2:5:0:0:292,2:6:5:0:0:287,3:0:5:0:0:292,3:3:7:288:0:0,3:5:5:0:0:286	90		South Africa Western Cape Regional 01/31/26	25	1.60	0.46	5	1‑4‑0
32	27961	Algorithm Avengers	13.2	16.1	10.7	2.4	8.3	0.0	0.0	0.0	0.6	3.1	0.0	0.0	48.0	2:9:0:290:0:0,3:10:0:287:0:0,3:6:0:0:0:291,0:8:0:0:0:292,3:12:0:0:0:285	81		South Africa Western Cape Regional 01/31/26	21	1.80	0.00	5	2‑3‑0
33	28513	Tech Fusion1	12.7	22.0	10.9	0.0	6.3	4.6	0.0	0.0	1.4	0.5	0.7	0.0	34.4	0:2:0:0:0:298,0:0:3:0:0:297,0:9:8:283:0:0,0:12:6:281:0:0,0:6:6:0:0:288	82		South Africa Western Cape Regional 01/31/26	26	1.60	0.26	5	2‑3‑0
34	28206	Girls in Robotics	12.3	12.0	13.8	6.0	1.7	6.2	0.5	0.4	0.0	1.1	0.9	0.0	37.4	6:1:7:0:0:286,3:15:8:274:0:0,3:0:7:0:0:290,9:2:6:284:0:0,3:0:3:0:0:294	84		South Africa Western Cape Regional 01/31/26	16	2.20	0.62	5	2‑3‑0
35	18736	Turbo	12.0	23.2	15.4	7.3	0.0	8.1	0.7	1.1	0.0	0.7	0.6	0.1	44.2	9:0:6:285:0:0,8:0:3:0:0:288,3:0:6:0:0:292,8:0:14:278:0:0,4:0:10:286:0:0	106		South Africa Western Cape Regional 01/31/26	12	2.40	0.40	5	3‑2‑0
36	33827		11.6	15.1	10.6	0.0	7.4	3.1	0.0	0.0	1.6	1.2	0.8	0.0	39.8	0:8:2:290:0:0,0:0:6:0:0:294,0:10:4:0:0:286,0:16:4:0:0:280,0:0:2:0:0:298	91		South Africa Western Cape Regional 01/31/26	30	1.00	0.02	5	1‑4‑0
37	16771	Creepy Crawlies	11.1	29.1	11.7	1.9	1.4	8.4	0.0	0.0	1.3	0.0	0.9	0.1	43.4	0:2:8:0:0:290,3:1:14:282:0:0,1:1:8:290:0:0,6:0:0:0:0:294,2:2:7:289:0:0	76		South Africa Gauteng Regional 01/24/26	7	2.20	0.00	5	3‑4‑0
38	33765		11.0	25.4	10.8	2.1	3.8	4.8	0.4	0.0	0.0	2.0	0.5	0.0	39.2	1:3:3:0:0:293,1:4:5:290:0:0,1:3:6:0:0:289,3:6:4:0:0:287,3:3:6:0:0:288	59		South Africa Western Cape Regional 01/31/26	28	1.40	0.43	5	1‑4‑0
39	27378	Tuka's Curious Minds	10.8	6.7	10.9	0.0	10.6	0.3	0.0	0.0	2.0	2.2	0.4	0.0	33.4	0:16:0:0:0:283,0:14:1:0:0:285,0:7:0:0:0:292,0:8:0:0:0:292,0:11:0:0:0:288	50		South Africa Gauteng Regional 01/24/26	14	0.00	0.00	5	0‑5‑0
40	33540	Vosbot	9.5	19.9	8.8	0.0	8.2	0.7	0.0	0.0	0.3	2.4	0.5	0.0	29.4	0:1:0:299:0:0,0:7:2:0:0:291,0:18:1:0:0:281,0:0:0:0:0:300,0:11:1:288:0:0	61		South Africa Gauteng Regional 01/24/26	10	1.80	0.40	5	2‑3‑0
41	17955	Astrovo	8.5	13.7	7.8	1.6	0.0	6.3	0.0	0.0	0.0	0.0	0.9	0.0	31.8	0:0:6:294:0:0,6:0:6:0:0:289,1:0:7:292:0:0,3:0:5:0:0:292,3:0:7:0:0:290	48		South Africa Western Cape Regional 01/31/26	20	2.00	0.52	5	2‑5‑0
42	34160		7.0	25.3	7.5	0.0	1.0	6.5	0.0	0.0	1.2	0.0	0.5	0.1	33.8	0:0:5:295:0:0,0:1:5:0:0:294,0:0:15:0:0:285,0:2:3:0:0:295,0:1:4:0:0:295,0:1:5:0:0:294	47		South Africa Gauteng Regional 01/24/26	13	0.60	0.00	6	1‑5‑0
43	33638		7.0	9.8	8.4	4.1	0.0	4.3	0.8	0.1	0.0	0.0	0.8	0.0	41.8	0:0:0:0:0:300,6:0:4:290:0:0,2:0:7:0:0:291,3:0:6:0:0:291,2:0:5:293:0:0	128		South Africa Western Cape Regional 01/31/26	19	2.00	0.13	5	2‑3‑0
44	33815		5.6	13.5	7.0	0.4	4.1	2.5	0.1	0.0	0.7	0.6	0.5	0.0	40.8	0:3:0:0:0:297,2:0:4:0:0:293,0:0:3:0:0:297,0:3:3:293:0:0,0:6:2:291:0:0	138		South Africa Western Cape Regional 01/31/26	15	2.20	0.24	5	2‑5‑0
45	25302	Pax College Team A	3.3	3.3	4.6	2.8	0.0	1.8	0.4	0.2	0.0	0.6	0.5	0.0	26.0	0:0:1:0:0:299,3:0:4:0:0:293,0:0:4:0:0:296,4:0:0:296:0:0,4:0:2:294:0:0	49		South Africa Gauteng Regional 01/24/26	11	1.40	0.00	5	2‑3‑0
46	32918	Pixel Pi-oneers	1.3	18.7	10.3	0.0	0.0	10.3	0.0	0.0	0.0	0.0	1.1	0.1	24.0	0:0:15:285:0:0,0:0:9:0:0:291,0:0:10:0:0:290,0:0:3:0:0:297,0:0:15:0:0:285	34		South Africa Western Cape Regional 01/31/26	27	1.60	0.49	5	1‑4‑0

* 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.