Maximizing Shooting Efficiency With Data-Informed Insights

This artic­le is based on insights shared by Jonas Boh­ner, Pro­duct Lead — COM­PE­TE Visi­on at KIN­EXON Sports, during his talk at the 1^st KIN­EXON Sports Bas­ket­ball & Per­for­mance Sum­mit at BMW Park in Munich.

Suc­cess in bas­ket­ball is built on pre­cis­i­on, skill, and repe­ti­ti­on. Yet, tra­di­tio­nal trai­ning methods far too often rely on intui­ti­on rather than meaningful data. KIN­EXON Sports has inno­va­ted the game with KIN­EXON COM­PE­TE Visi­on: an intui­ti­ve com­pu­ter visi­on soft­ware solu­ti­on that inte­gra­tes with seve­ral major came­ra track­ing pro­vi­ders and offers a game-chan­ging approach to auto­ma­ted shot track­ing and ana­ly­sis. This is tra­cked in small-group prac­ti­ces with key data mea­su­red and insights auto-gene­ra­ted across posi­ti­ons and down to the indi­vi­du­al play­er level.

During a recent pre­sen­ta­ti­on at KIN­EXON Sports’ 1^st Bas­ket­ball Coa­ching & Per­for­mance Sum­mit, Jonas Boh­ner, Pro­duct Lead for the COM­PE­TE Visi­on solu­ti­on at KIN­EXON Sports, shared insights from over 950,000 tra­cked shots in 2024. The fin­dings reve­al how advan­ced data ana­ly­tics are res­ha­ping trai­ning effi­ci­en­cy, shot accu­ra­cy, and over­all play­er development.

A sin­gle sta­tic came­ra with a wide field of view tracks, records, and ana­ly­zes every shot taken in prac­ti­ce, gene­ra­ting reports of the data in seve­ral dif­fe­rent con­ve­ni­ent dash­board views. This enables teams to move bey­ond guess­work and gain pre­cise, actionable insights into shoo­ting effi­ci­en­cy. Over the past year, KIN­EXON COM­PE­TE Visi­on tra­cked the prac­ti­ce ses­si­ons of more than 26 teams, inclu­ding NBA fran­chi­ses, col­lege pro­grams, and Euro­pean clubs. The results unco­ver­ed vast dif­fe­ren­ces in shoo­ting volu­me, inten­si­ty, and effec­ti­ve­ness across teams and leagues. 

One of the most striking fin­dings was the dis­pa­ri­ty in shot volu­me per ses­si­on. Some teams recor­ded over 1,500 shots per ses­si­on, while others took fewer than 300. This varia­ti­on stems from dif­fe­ren­ces in coa­ching phi­lo­so­phies, ses­si­on dura­ti­on, and stra­te­gic prio­ri­ties. 

To make meaningful com­pa­ri­sons, KIN­EXON Sports nor­ma­li­zed the data to ana­ly­ze shot volu­me per minu­te. The results were reve­al­ing: cer­tain Euro­Le­ague teams prio­ri­ti­zed effi­ci­en­cy, taking 1.5 shots per minu­te, while other teams shot at lower fre­quen­ci­es, even as low as 0.1 shots per minu­te. Under­stan­ding the­se nuan­ces allows teams to deri­ve fin­dings and opti­mi­ze trai­ning regi­mens based on hard data rather than assumptions.

To enhan­ce shot ana­ly­sis, KIN­EXON deve­lo­ped a pro­prie­ta­ry metric: Shot Load. This metric inte­gra­tes both phy­si­cal exer­ti­on and shoo­ting acti­vi­ty, clas­si­fy­ing shots into three categories: 

• Low-Load Shots: Unpres­su­red, high-repe­ti­ti­on shots desi­gned to build mus­cle memory
• Medi­um-Load Shots: Shots taken with move­ment, repli­ca­ting in-game scenarios
• High-Load Shots: Game-like shots under peak phy­si­cal intensity

The data reve­a­led that dome­stic league & col­lege teams often train with a hig­her pro­por­ti­on of high-load shots to com­pen­sa­te for lower game fre­quen­cy, whe­re­as Euro­Le­ague teams natu­ral­ly accu­mu­la­te the­se shots in live com­pe­ti­ti­on. The right balan­ce of shot types is cru­cial for effec­ti­ve play­er deve­lo­p­ment; the goal is to find the ​“sweet spot” based on the game sche­du­le and game-like practices.

A clear trend emer­ged: teams that incor­po­ra­ted a hig­her per­cen­ta­ge of high-load shots in prac­ti­ce often out­per­for­med their com­pe­ti­ti­on. One team, which struc­tu­red 30% of its trai­ning shots under high-load con­di­ti­ons, had a stand­out sea­son. Mean­while, ano­ther team, prac­ti­cing with only 6% high-load shots, strug­g­led. 

While shot load alo­ne does not deter­mi­ne suc­cess, the data unders­cores its role in repli­ca­ting game con­di­ti­ons and pre­pa­ring play­ers for high-pres­su­re moments.

Bey­ond team-wide ana­ly­tics, KINEXON’s track­ing tech­no­lo­gy pro­vi­des detail­ed insights at an indi­vi­du­al play­er level. By ana­ly­zing shot devia­ti­on (the gap bet­ween high- and low-load shot accu­ra­cy), coa­ches can pro­fi­le play­ers’ shoo­ting beha­vi­or, iden­ti­fy strengths/​weaknesses and tail­or trai­ning regi­mens to address spe­ci­fic weak­ne­s­ses. 

For ins­tance, one young shoo­ting guard in a pro­fes­sio­nal team exhi­bi­ted lower effi­ci­en­cy in high-load situa­tions. Using KINEXON’s data, coa­ches could imple­ment a pro­gres­si­ve trai­ning approach: 

1. Build con­fi­dence with low-load shots. 
2. Tran­si­ti­on to move­ment-based shoo­ting to simu­la­te real-game conditions. 
3. Gra­du­al­ly intro­du­ce high-load shots to prepa­re for in-game pres­su­re.

This tar­ge­ted approach ensu­res play­ers deve­lop both tech­ni­cal accu­ra­cy and men­tal resi­li­ence under stress.

A com­mon chall­enge in coa­ching is the reli­ance on sub­jec­ti­ve esti­ma­ti­ons. Many coa­ches belie­ve their play­ers take a cer­tain num­ber of shots per ses­si­on — yet KIN­EXON data often reve­als a dif­fe­rent rea­li­ty. In one case, a coach esti­ma­ted 600 – 800 shots per ses­si­on, but the data show­ed only 250. 

Having objec­ti­ve data allows coa­ching staff to refi­ne trai­ning metho­do­lo­gies, ensu­ring every minu­te on the court is maxi­mi­zed for effi­ci­en­cy. Moreo­ver, shot sel­ec­tion trai­ning has pro­ven inva­luable. One major U.S. col­lege team used KIN­EXON data to rest­rict a play­er from taking rim shots due to con­sis­t­ent­ly poor per­for­mance. After weeks of tail­o­red trai­ning, the player’s effi­ci­en­cy impro­ved, and the rest­ric­tion was lifted. The­se insights enable teams to make infor­med, data-backed decis­i­ons that direct­ly impact performance.