Cricombo ke baare mein

Prediction ke tareeke kaun-se hain?

Is project ka poora idea yahi tha ki main kisi ek prediction method par nirbhar nahi rehna chahta tha. Alag-alag tareeke alag tarah se galti karte hain, isliye main kai methods saath-saath chalata hoon — isse dikhta hai ki woh kahan sehmat hain, kahan nahi, aur aise patterns bhi pakad mein aate hain jo akela ek method miss kar deta:

ML — historical match data par trained gradient boosting models ka ensemble.
AI 1 — large language model #1.
AI 2 — large language model #2.
Math — dataset ke historical patterns se bana ek fixed, rule-based model.
Books — khud bookmaker market: pre-match odds se bookmaker ka margin hatakar nikali gayi implied probabilities.

Books ka role baaki chaar se alag hai. Yeh khud kuch predict nahi karta — yeh bas market hai, aur main ise ek paimane ki tarah rakhta hoon. Bookmaker odds mein pehle se bahut saari jaankari hoti hai, isliye agar mera koi method lambe samay mein us number ko beat nahi kar pata, to mere hisaab se woh apni jagah ka haqdaar nahi hai.

Yeh kaam kaise karta hai?

Sab kuch 9,000 se zyada T20 matches ke dataset par tika hai. Match, scorecard aur lineup data Sportmonks se aata hai. Odds main khud kuch bade bookmakers se, har match se theek pehle, collect karta hoon.

Har match ke liye main lagbhag 20 features nikalta hoon. Kuch ka weight baaki se zyada hai. ELO ratings sabse zyada kaam karti hain, aur main Net Run Rate aur points table mein dono teams ki position par bhi kaafi bharosa karta hoon. Recent form aur head-to-head record bhi shamil hote hain. Phir khud lineup hai — announce hui playing XI asal mein kitni strong hai, aur har team innings ke alag-alag stages mein aam taur par kaisa khelti aayi hai.

ML aur AI methods in sab se jeet ke patterns seekhte hain; Math wahi numbers rules ke ek fixed set se guzaarta hai.

Aane wale match ke liye main pehle se bilkul wahi features taiyaar karta hoon, aur predictions tabhi chalata hoon jab playing XI aur toss pata chal jaayein — taaki koi bhi method aise lineup par andaaza na lagaye jo abhi confirm nahi hua.

Iske baad har method dono teams ko win probability deta hai aur apni pasand ki team chunta hai.

Results

Har prediction match shuru hone se pehle publish hua, aur sirf toss aur playing XI confirm hone ke baad.

Inhe parakhne ke liye maine har method se uski chuni hui team par 1,000 units ka flat stake lagwaya. Poore season rules ek jaise rakhe — na koi tweak, na mushkil results ko hatana.

Prediction Stats

0%10%20%30%40%50%60%70% 13 Sept8 Oct26 Oct

Method	Accuracy	Record	ROI
ML	65.5%	38 – 20	-5.8%
AI 1	67.8%	40 – 19	-1.9%
AI 2	66.1%	39 – 20	-5.3%
Math	60.3%	35 – 23	-12.4%
Books	69.5%	41 – 18	-2%

Hum ise kaise maapte hain Updated 26 Oct 2026

Transparency aur track record

Har prediction final result ke hisaab se settle hota hai — pick sahi nikla to win, nahi nikla to loss, aur agar match abandon hua ya koi faisla nahi nikla to no-result. No-results kisi taraf nahi gine jaate.

Main main match prediction track karta hoon: kaun jeetega. Accuracy bas chune gaye period mein settle hue picks mein se sahi nikle picks ka hissa hai; ROI% woh hai jo ek flat stake un odds par lautata, jo pick publish hote waqt market mein the.

Main numbers achhe dikhane ke liye purane predictions na delete karta hoon, na unki date badalta hoon. Jo aap dekh rahe hain woh us period ka poora record hai — jeet ke saath haar bhi — aur har match khatam hone par update hota hai.

Variance ke baare mein

Asli edge bhi short-term variance se takrata hai. Yahan jo dikh raha hai woh matches ki lambi series mein tikne ke liye hai — yeh kisi ek match ka winner nahi batayega, aur ab tak ka achha record aage bhi waisa hi rehne ki guarantee nahi hai.

Sirf public data

Main jo kuch use karta hoon woh public hai — purane results, teams ke announce kiye lineups, toss aur market ke odds. Ismein kahin bhi koi insider ya private data nahi hai. Jo bhi edge hai woh isi public jaankari ko kai methods se jodne se aata hai, na ki kuch aisa dekhne se jo kisi aur ko na dikhe.

Responsible use

Cricombo jaankari aur manoranjan ke liye hai. Yeh betting advice nahi hai aur kisi cheez ki guarantee nahi deta. Agar aap bet karte hain, to sirf wahin jahan yeh legal ho, sirf tab jab aapki umar iski ijaazat de, aur sirf utne paison se jinhe khona aapko bura na lage.