Live Accuracy Feed

Mainboard IPO AI Prediction Accuracy Scorecard

This scorecard tracks the performance of our proprietary 5-Pillar AI Model on Mainboard IPOs. We compare the AI's pre-listing predicted gains against actual listing-day gains to verify long-term model integrity.
Mainboard Dataset
196 Listings
AI Hit Rate (±10%)
78%
153 / 196 predictions landed within 10%
Avg AI Closeness
93.83%
Average similarity to actual listing price
Directional Accuracy
87%
171 / 196 called gain/loss correctly

AI Model Average Accuracy Closeness

Closeness = 100% minus the average absolute prediction error
🤖 Nifty20 5-Pillar AI Model Performance 93.83% Accuracy (6.17% avg error)
# IPO Name Listing Date Actual Gain AI Pred AI Err Result
1 Aastha Spintex 01-Jan-1970 -4.4% +1.9% 6.3% 🎯 Hit
2 Caliber Mining 24-Jul-2026 +18.0% +16.0% 2% 🎯 Hit
3 Laser Power 16-Jul-2026 +16.8% +4.8% 12.1% Miss
4 Knack Packaging 08-Jul-2026 +10.6% +2.9% 7.7% 🎯 Hit
5 CSM Technologies 02-Jul-2026 +0.0% +2.0% 2% 🎯 Hit
6 Waterways Leisure Tourism 01-Jul-2026 -15.7% -0.5% 15.2% Miss
7 Advit Jewels 01-Jul-2026 +36.9% +23.2% 13.7% Miss
8 Turtlemint Fintech 29-Jun-2026 -11.3% -0.5% 10.8% Miss
9 Hexagon Nutrition 12-Jun-2026 +7.2% +4.8% 2.4% 🎯 Hit
10 CMR Green Technologies 10-Jun-2026 +39.6% +21.7% 17.9% Miss
11 Q Line Biotech 29-May-2026 +31.8% +21.2% 10.6% Miss
12 Kissht 08-May-2026 +11.1% +7.0% 4.1% 🎯 Hit
13 Om Power Transmission 17-Apr-2026 +6.3% +0.6% 5.7% 🎯 Hit
14 Powerica 02-Apr-2026 -7.3% 0.0% 7.3% 🎯 Hit
15 Sai Parenterals 02-Apr-2026 +2.0% -0.5% 2.5% 🎯 Hit
16 Aeroplane Basmati Rice 02-Apr-2026 -5.7% +1.0% 6.7% 🎯 Hit
17 Central Mine Planning 30-Mar-2026 -7.0% -5.0% 1.9% 🎯 Hit
18 GSP Crop Science 24-Mar-2026 +2.5% -0.5% 3% 🎯 Hit
19 Innovision 23-Mar-2026 -9.9% -3.6% 6.3% 🎯 Hit
20 Rajputana Stainless 19-Mar-2026 +0.0% +0.0% 0% 🎯 Hit
21 SEDEMAC Mechatronics 11-Mar-2026 +13.5% +6.2% 7.4% 🎯 Hit
22 Omnitech Engineering 05-Mar-2026 -11.0% -7.7% 3.4% 🎯 Hit
23 PNGS Reva 04-Mar-2026 -2.9% +0.9% 3.7% 🎯 Hit
24 Clean Max Enviro Energy 02-Mar-2026 -8.8% -0.3% 8.6% 🎯 Hit
25 Gaudium IVF 27-Feb-2026 +5.1% +2.8% 2.3% 🎯 Hit
26 Aye Finance 16-Feb-2026 +0.0% +2.0% 2% 🎯 Hit
27 Fractal Analytics 16-Feb-2026 -2.7% +0.2% 2.9% 🎯 Hit
28 Shadowfax Technologies 28-Jan-2026 -9.2% -3.7% 5.5% 🎯 Hit
29 Amagi Media Labs 21-Jan-2026 -11.9% -8.2% 3.7% 🎯 Hit
30 Bharat Coking Coal 19-Jan-2026 +95.7% +94.4% 1.2% 🎯 Hit
31 Gujarat Kidney Super Speciality 30-Dec-2025 +5.3% +2.9% 2.3% 🎯 Hit
32 KSH International 23-Dec-2025 -3.7% +0.7% 4.3% 🎯 Hit
33 ICICI Prudential AMC 19-Dec-2025 +20.1% +6.4% 13.7% Miss
34 NephroPlus 17-Dec-2025 +6.5% +3.0% 3.5% 🎯 Hit
35 Park Medi World 17-Dec-2025 -1.9% -1.7% 0.2% 🎯 Hit
36 Wakefit Innovations 15-Dec-2025 +0.0% +0.5% 0.5% 🎯 Hit
37 Corona Remedies 15-Dec-2025 +38.4% +24.8% 13.6% Miss
38 Meesho 10-Dec-2025 +46.9% +24.4% 22.5% Miss
39 Aequs 10-Dec-2025 +12.9% +5.7% 7.2% 🎯 Hit
40 Vidya Wires 10-Dec-2025 +0.0% -0.5% 0.5% 🎯 Hit
41 Sudeep Pharma 28-Nov-2025 +23.1% +6.8% 16.4% Miss
42 Excelsoft Technologies 26-Nov-2025 +12.5% +5.4% 7.1% 🎯 Hit
43 Capillary Technologies 21-Nov-2025 -0.9% +2.7% 3.5% 🎯 Hit
44 Fujiyama Power Systems 20-Nov-2025 -3.5% -0.5% 3% 🎯 Hit
45 Tenneco Clean Air India 19-Nov-2025 +27.2% +10.2% 17% Miss
46 Physicswallah 18-Nov-2025 +33.0% +20.8% 12.3% Miss
47 Emmvee Photovoltaic 18-Nov-2025 +0.0% +0.7% 0.7% 🎯 Hit
48 Pine Labs 14-Nov-2025 +9.5% +0.7% 8.8% 🎯 Hit
49 Groww (Nextbillion Technology) 12-Nov-2025 +12.0% +3.4% 8.6% 🎯 Hit
50 Studds Accessories 07-Nov-2025 -3.4% -2.7% 0.7% 🎯 Hit
51 Lenskart Solutions 07-Nov-2025 -1.7% -1.6% 0.1% 🎯 Hit
52 Orkla India 06-Nov-2025 +2.7% +5.8% 3.1% 🎯 Hit
53 Midwest 24-Oct-2025 +9.4% +6.6% 2.8% 🎯 Hit
54 Canara HSBC Life Insurance 17-Oct-2025 +0.0% -0.5% 0.5% 🎯 Hit
55 Canara Robeco AMC 16-Oct-2025 +5.3% +3.2% 2.1% 🎯 Hit
56 Rubicon Research 16-Oct-2025 +27.8% +11.2% 16.7% Miss
57 LG Electronics India 14-Oct-2025 +50.0% +33.5% 16.5% Miss
58 Tata Capital 13-Oct-2025 +1.2% +1.1% 0.1% 🎯 Hit
59 WeWork India Management 10-Oct-2025 +0.3% +0.1% 0.2% 🎯 Hit
60 Advance Agrolife 08-Oct-2025 +14.0% +7.3% 6.8% 🎯 Hit
61 Fabtech Technologies 07-Oct-2025 +0.5% +0.2% 0.3% 🎯 Hit
62 Glottis 07-Oct-2025 -34.9% -23.2% 11.7% Miss
63 Pace Digitek 06-Oct-2025 +16.4% +4.0% 12.5% Miss
64 TruAlt Bioenergy 03-Oct-2025 +9.9% +9.3% 0.6% 🎯 Hit
65 BMW Ventures 01-Oct-2025 -21.2% -14.3% 6.9% 🎯 Hit
66 EPACK Prefab 01-Oct-2025 -9.8% -6.9% 2.9% 🎯 Hit
67 Jain Resource Recycling 01-Oct-2025 +14.2% +4.5% 9.7% 🎯 Hit
68 Jaro Education 30-Sep-2025 +0.0% -0.5% 0.5% 🎯 Hit
69 Solarworld Energy 30-Sep-2025 +10.8% +8.4% 2.4% 🎯 Hit
70 Anand Rathi Share Brokers 30-Sep-2025 +4.4% +5.1% 0.7% 🎯 Hit
71 Seshaasai Technologies 30-Sep-2025 +2.1% +0.9% 1.3% 🎯 Hit
72 Ganesh Consumer 29-Sep-2025 -8.1% -5.8% 2.3% 🎯 Hit
73 Atlanta Electricals 29-Sep-2025 +13.7% +9.4% 4.2% 🎯 Hit
74 GK Energy 26-Sep-2025 +11.8% +6.3% 5.5% 🎯 Hit
75 Saatvik Green Energy 26-Sep-2025 +0.0% +0.9% 0.9% 🎯 Hit
76 iValue Infosolutions 25-Sep-2025 -4.7% +0.8% 5.5% 🎯 Hit
77 Euro Pratik Sales 23-Sep-2025 +10.5% +2.1% 8.4% 🎯 Hit
78 Urban Company 17-Sep-2025 +57.3% +54.1% 3.1% 🎯 Hit
79 Shringar House of Mangalsutra 17-Sep-2025 +14.6% +9.6% 4.9% 🎯 Hit
80 Vikran Engineering 03-Sep-2025 +2.1% +4.5% 2.4% 🎯 Hit
81 Mangal Electrical 28-Aug-2025 -0.9% +3.3% 4.2% 🎯 Hit
82 Vikram Solar 26-Aug-2025 +1.8% +0.7% 1.1% 🎯 Hit
83 Gem Aromatics 26-Aug-2025 +2.5% +5.3% 2.8% 🎯 Hit
84 Shreeji Shipping 26-Aug-2025 +7.1% +6.7% 0.4% 🎯 Hit
85 Patel Retail 26-Aug-2025 +17.7% +10.1% 7.5% 🎯 Hit
86 Regaal Resources 20-Aug-2025 +38.2% +19.5% 18.7% Miss
87 BlueStone Jewellery 19-Aug-2025 -1.4% +0.8% 2.1% 🎯 Hit
88 JSW Cement 14-Aug-2025 +11.6% +2.2% 9.4% 🎯 Hit
89 All Time Plastics 14-Aug-2025 +13.1% +4.9% 8.2% 🎯 Hit
90 M&B Engineering 06-Aug-2025 +0.0% -0.5% 0.5% 🎯 Hit
91 Sri Lotus Developers 06-Aug-2025 +18.7% +11.0% 7.7% 🎯 Hit
92 NSDL 06-Aug-2025 +10.0% +8.5% 1.5% 🎯 Hit
93 Laxmi India Finance 05-Aug-2025 -12.7% -8.7% 3.9% 🎯 Hit
94 Aditya Infotech 05-Aug-2025 +50.4% +27.5% 22.9% Miss
95 Shanti Gold 01-Aug-2025 +14.6% +9.9% 4.6% 🎯 Hit
96 Brigade Hotel Ventures 31-Jul-2025 -10.0% -7.0% 3% 🎯 Hit
97 GNG Electronics 30-Jul-2025 +49.8% +27.6% 22.2% Miss
98 IndiQube Spaces 30-Jul-2025 -8.9% -6.3% 2.6% 🎯 Hit
99 Anthem Biosciences 21-Jul-2025 +26.8% +15.7% 11.1% Miss
100 Smartworks Coworking 17-Jul-2025 +6.9% +3.5% 3.4% 🎯 Hit
101 Travel Food Services 14-Jul-2025 +2.3% +0.2% 2.1% 🎯 Hit
102 Crizac 09-Jul-2025 +14.7% +5.2% 9.5% 🎯 Hit
103 Indogulf Cropsciences 03-Jul-2025 +0.0% +4.2% 4.2% 🎯 Hit
104 Sambhv Steel Tubes 02-Jul-2025 +34.2% +21.6% 12.5% Miss
105 HDB Financial Services 02-Jul-2025 +12.8% +4.3% 8.5% 🎯 Hit
106 Ellenbarrie Industrial 01-Jul-2025 +21.5% +12.1% 9.4% 🎯 Hit
107 Kalpataru 01-Jul-2025 +0.0% +0.3% 0.3% 🎯 Hit
108 ArisInfra Solutions 25-Jun-2025 -7.7% -5.5% 2.2% 🎯 Hit
109 Oswal Pumps 20-Jun-2025 +3.3% +4.9% 1.6% 🎯 Hit
110 Scoda Tubes 04-Jun-2025 +0.0% -0.5% 0.5% 🎯 Hit
111 Prostarm Info Systems 03-Jun-2025 +14.3% +11.7% 2.6% 🎯 Hit
112 Aegis Vopak Terminals 02-Jun-2025 -6.4% +1.7% 8.1% 🎯 Hit
113 Schloss Bangalore 02-Jun-2025 -6.7% +0.3% 6.9% 🎯 Hit
114 Belrise Industries 28-May-2025 +0.0% -0.5% 0.5% 🎯 Hit
115 Ather Energy 06-May-2025 +2.2% +0.1% 2.1% 🎯 Hit
116 Quality Power Electrical 24-Feb-2025 +1.7% +0.6% 1.1% 🎯 Hit
117 Hexaware Technologies 19-Feb-2025 +5.2% 0.0% 5.3% 🎯 Hit
118 Ajax Engineering 17-Feb-2025 -8.4% -6.0% 2.5% 🎯 Hit
119 Dr. Agarwal's Health 04-Feb-2025 +0.0% 0.0% 0% 🎯 Hit
120 Denta Water and Infra 29-Jan-2025 +12.2% +5.2% 7.1% 🎯 Hit
121 Stallion India Fluorochemicals 23-Jan-2025 +33.3% +21.0% 12.3% Miss
122 Laxmi Dental 20-Jan-2025 +26.6% +20.5% 6.1% 🎯 Hit
123 Quadrant Future Tek 14-Jan-2025 +27.6% +16.7% 10.9% Miss
124 Standard Glass Lining 13-Jan-2025 +25.7% +15.3% 10.4% Miss
125 Indo Farm Equipment 07-Jan-2025 +19.1% +10.3% 8.8% 🎯 Hit
126 Unimech Aerospace 07-Jan-2025 +86.0% +74.9% 11.1% Miss
127 Ventive Hospitality 30-Dec-2024 +11.4% +4.1% 7.3% 🎯 Hit
128 Carraro India 30-Dec-2024 -7.5% -5.1% 2.4% 🎯 Hit
129 Senores Pharmaceuticals 30-Dec-2024 +53.5% +53.6% 0.2% 🎯 Hit
130 Concord Enviro Systems 27-Dec-2024 +18.0% +9.5% 8.5% 🎯 Hit
131 DAM Capital Advisors 27-Dec-2024 +46.7% +31.0% 15.7% Miss
132 Mamata Machinery 27-Dec-2024 +146.9% +148.3% 1.3% 🎯 Hit
133 Transrail Lighting 27-Dec-2024 +28.1% +23.4% 4.7% 🎯 Hit
134 Sanathan Textiles 27-Dec-2024 +21.0% +11.7% 9.2% 🎯 Hit
135 International Gemmological Institute (IGI) 20-Dec-2024 +13.0% +5.7% 7.3% 🎯 Hit
136 Inventurus Knowledge Solutions 19-Dec-2024 +47.5% +31.7% 15.9% Miss
137 One Mobikwik Systems 18-Dec-2024 +89.3% +87.7% 1.5% 🎯 Hit
138 Sai Life Sciences 18-Dec-2024 +39.3% +25.5% 13.8% Miss
139 Vishal Mega Mart 18-Dec-2024 +43.5% +28.6% 14.9% Miss
140 Suraksha Diagnostic 06-Dec-2024 -0.7% -0.1% 0.6% 🎯 Hit
141 Enviro Infra Engineers 29-Nov-2024 +48.7% +32.5% 16.2% Miss
142 NTPC Green Energy 27-Nov-2024 +3.2% +0.7% 2.5% 🎯 Hit
143 Zinka Logistics (BlackBuck) 22-Nov-2024 +2.9% +3.7% 0.8% 🎯 Hit
144 Niva Bupa Health Insurance 14-Nov-2024 +5.6% +0.4% 5.2% 🎯 Hit
145 Swiggy 13-Nov-2024 +7.7% +2.5% 5.2% 🎯 Hit
146 ACME Solar Holdings 13-Nov-2024 -13.2% -9.1% 4.1% 🎯 Hit
147 Sagility India 12-Nov-2024 +3.5% +1.7% 1.9% 🎯 Hit
148 Afcons Infrastructure 04-Nov-2024 -8.0% -5.7% 2.3% 🎯 Hit
149 Godavari Biorefineries 30-Oct-2024 -12.5% -8.6% 3.9% 🎯 Hit
150 Deepak Builders 28-Oct-2024 -20.2% -13.6% 6.6% 🎯 Hit
151 Waaree Energies 28-Oct-2024 +55.6% +52.4% 3.2% 🎯 Hit
152 Hyundai Motor India 22-Oct-2024 -7.2% +0.3% 7.5% 🎯 Hit
153 Garuda Construction 15-Oct-2024 +10.5% +5.0% 5.6% 🎯 Hit
154 Diffusion Engineers 04-Oct-2024 +15.2% +7.4% 7.8% 🎯 Hit
155 KRN Heat Exchanger 03-Oct-2024 +117.6% +117.5% 0.1% 🎯 Hit
156 Manba Finance 30-Sep-2024 +20.8% +11.6% 9.2% 🎯 Hit
157 Northern Arc Capital 24-Sep-2024 +33.1% +20.8% 12.3% Miss
158 Arkade Developers 24-Sep-2024 +36.7% +23.5% 13.2% Miss
159 Western Carriers India 24-Sep-2024 -0.6% -0.9% 0.3% 🎯 Hit
160 P N Gadgil Jewellers 17-Sep-2024 +65.3% +59.6% 5.6% 🎯 Hit
161 Bajaj Housing Finance 16-Sep-2024 +135.7% +136.5% 0.8% 🎯 Hit
162 Kross 16-Sep-2024 +0.0% -0.5% 0.5% 🎯 Hit
163 Tolins Tyres 16-Sep-2024 +0.9% +0.1% 0.8% 🎯 Hit
164 Shree Tirupati Balajee 12-Sep-2024 +13.9% +6.4% 7.5% 🎯 Hit
165 Gala Precision Engineering 09-Sep-2024 +36.3% +23.2% 13.1% Miss
166 Baazar Style Retail 06-Sep-2024 +0.0% -0.5% 0.5% 🎯 Hit
167 ECOS India Mobility 04-Sep-2024 +16.8% +8.6% 8.2% 🎯 Hit
168 Premier Energies 03-Sep-2024 +120.0% +120.0% 0% 🎯 Hit
169 Orient Technologies 28-Aug-2024 +39.8% +25.9% 14% Miss
170 Saraswati Saree Depot 20-Aug-2024 +21.3% +11.0% 10.3% Miss
171 Unicommerce eSolutions 13-Aug-2024 +117.6% +117.5% 0.1% 🎯 Hit
172 Brainbees Solutions (FirstCry) 13-Aug-2024 +40.0% +26.0% 14% Miss
173 Ola Electric Mobility 09-Aug-2024 +0.0% -0.5% 0.5% 🎯 Hit
174 Ceigall India 08-Aug-2024 +4.5% +2.4% 2.1% 🎯 Hit
175 Akums Drugs and Pharmaceuticals 06-Aug-2024 +6.8% +3.9% 2.9% 🎯 Hit
176 Sanstar 26-Jul-2024 +14.7% +7.1% 7.7% 🎯 Hit
177 Emcure Pharmaceuticals 10-Jul-2024 +31.5% +19.1% 12.4% Miss
178 Bansal Wire Industries 10-Jul-2024 +39.1% +25.3% 13.8% Miss
179 Vraj Iron and Steel 03-Jul-2024 +15.9% +8.0% 8% 🎯 Hit
180 Allied Blenders and Distillers 02-Jul-2024 +13.9% +6.4% 7.5% 🎯 Hit
181 Stanley Lifestyles 28-Jun-2024 +34.1% +28.5% 5.6% 🎯 Hit
182 DEE Development Engineers 26-Jun-2024 +16.2% +8.2% 8.1% 🎯 Hit
183 Akme Fintrade 26-Jun-2024 +5.8% +3.3% 2.5% 🎯 Hit
184 Le Travenues Technology (ixigo) 18-Jun-2024 +48.5% +32.4% 16.1% Miss
185 Kronox Lab Sciences 10-Jun-2024 +21.3% +12.0% 9.3% 🎯 Hit
186 Awfis Space Solutions 30-May-2024 +13.6% +6.2% 7.4% 🎯 Hit
187 Go Digit General Insurance 23-May-2024 +5.2% +1.9% 3.3% 🎯 Hit
188 Aadhar Housing Finance 15-May-2024 +9.5% +5.7% 3.8% 🎯 Hit
189 TBO Tek 15-May-2024 +54.6% +51.3% 3.3% 🎯 Hit
190 Indegene 13-May-2024 +37.6% +24.2% 13.4% Miss
191 JNK India 30-Apr-2024 +49.6% +33.2% 16.4% Miss
192 Vodafone Idea FPO 25-Apr-2024 +7.3% +5.4% 1.9% 🎯 Hit
193 Bharti Hexacom 12-Apr-2024 +32.5% +20.4% 12.1% Miss
194 SRM Contractors 03-Apr-2024 +31.0% +19.2% 11.7% Miss
195 Krystal Integrated Services 21-Mar-2024 +9.8% +2.2% 7.6% 🎯 Hit
196 Popular Vehicles 19-Mar-2024 -2.0% -1.8% 0.2% 🎯 Hit
💡 Summary Insights
  • Our proprietary 5-Pillar AI Model correctly predicted the listing direction (gain vs. loss) in 171 out of 196 Mainboard IPOs (87% directional accuracy).
  • The model achieved a 78% Hit Rate (predictions landing within ±10% absolute margin of actual gain) across a volatile multi-year market.
  • The average prediction closeness score was 93.83%, with the average absolute error kept to just 6.17%.

AI Prediction Disclaimer: Past prediction accuracy is not a guarantee of future listing performance. Nifty20's AI listing gain estimates are probabilistic quantitative assessments generated by analyzing five core pre-listing indicators: QIB institutional subscription velocity, retail and NII subscription demand, post-issue float liquidity, valuation gaps (IPO PE vs. peer industry PE), and promoter share offloading structures (OFS ratios). Stock market listings carry substantial market risk and volatility.

Financial Investment Disclaimer: The predictions and analysis provided on this page are for informational and educational purposes only and do not constitute professional financial, investment, legal, or tax advice. We do not recommend buying, selling, or holding any securities. IPO investments are subject to market risks. Please consult with a registered SEBI investment advisor and read all official offer documents (Red Herring Prospectus) carefully before making any investment decisions.

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