The daily read from the close of 23 Apr 2026
Computed on the morning of 24 Apr 2026 (simulated: computed after the fact, standing on that close with only what was known then): 781 names ranked. Judged ten sessions later: the names to look at averaged +8.9% vs Nifty (5 of 5 beat it), the names to stay away from averaged +9.8% (1 of 5 trailed it), the whole field +9.4%.
The read from the close of 23 Apr 2026 · Year
Our calculation, not advice.
Follow in my book
rank 1 of 780
MCX
Multi Commodity Exchange of India Ltd. · FINANCIAL SERVICES
▲ Look at
95.3
score /100rank 1 of 780
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹2,791.40close 23 Apr
Upside reference₹2,961.31+6.1% · its typical 10-session rise
Downside reference₹2,666.01-4.5% · its typical 10-session fall
+127.4% over the year · +128.0% vs Nifty · +128.1% vs its sector · 96% of its year range · delivery rising
10 sessions on: +11.0% (+11.0% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 2 of 780
KRN
KRN Heat Exchanger and Refrigeration Limited
▲ Look at
91.1
score /100rank 2 of 780
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹1,284.10close 23 Apr
Upside reference₹1,362.78+6.1% · its typical 10-session rise
Downside reference₹1,226.66-4.5% · its typical 10-session fall
+56.3% over the year · +57.0% vs Nifty · 100% of its year range · after results +8.6% vs Nifty (avg of 4) · delivery rising
10 sessions on: +1.3% (+1.2% vs Nifty) —
went the way it leaned; upside reference not reached
Follow in my book
rank 3 of 780
SENORES
Senores Pharmaceuticals Limited
▲ Look at
90.3
score /100rank 3 of 780
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹900.95close 23 Apr
Upside reference₹941.22+4.5% · its typical 10-session rise
Downside reference₹878.66-2.5% · its typical 10-session fall
+69.5% over the year · +70.1% vs Nifty · 97% of its year range · after results +3.3% vs Nifty (avg of 4) · delivery rising
10 sessions on: +7.2% (+7.2% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 4 of 780
PRIVISCL
Privi Speciality Chemicals Limited
▲ Look at
89.8
score /100rank 4 of 780
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹3,250.80close 23 Apr
Upside reference₹3,425.73+5.4% · its typical 10-session rise
Downside reference₹3,136.18-3.5% · its typical 10-session fall
+70.4% over the year · +71.1% vs Nifty · 91% of its year range · after results +5.3% vs Nifty (avg of 4) · delivery rising
10 sessions on: +7.3% (+7.3% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 5 of 780
JAYNECOIND
Jayaswal Neco Industries Limited
▲ Look at
89.7
score /100rank 5 of 780
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹97.23close 23 Apr
Upside reference₹106.25+9.3% · its typical 10-session rise
Downside reference₹93.57-3.8% · its typical 10-session fall
+169.3% over the year · +169.9% vs Nifty · 97% of its year range · after results +10.6% vs Nifty (avg of 4)
10 sessions on: +18.0% (+17.9% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 780 of 780
VPRPL
Vishnu Prakash R Punglia Limited
▼ Stay away
2.5
score /100rank 780 of 780
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹40.31close 23 Apr
Upside reference₹42.93+6.5% · its typical 10-session rise
Downside reference₹37.06-8.1% · its typical 10-session fall
-77.6% over the year · -77.0% vs Nifty · 7% of its year range · after results -13.2% vs Nifty (avg of 4) · delivery falling
10 sessions on: +11.9% (+11.9% vs Nifty) —
went against the lean; downside reference not reached
Follow in my book
rank 779 of 780
V2RETAIL
V2 Retail Limited
▼ Stay away
2.6
score /100rank 779 of 780
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹207.43close 23 Apr
Upside reference₹218.43+5.3% · its typical 10-session rise
Downside reference₹196.12-5.5% · its typical 10-session fall
-89.1% over the year · -88.5% vs Nifty · 1% of its year range · after results -5.5% vs Nifty (avg of 4) · delivery falling
10 sessions on: +5.9% (+5.9% vs Nifty) —
went against the lean; downside reference not reached
Follow in my book
rank 778 of 780
TEJASNET
Tejas Networks Ltd. · INFRASTRUCTURE
▼ Stay away
4.4
score /100rank 778 of 780
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹402.15close 23 Apr
Upside reference₹417.60+3.8% · its typical 10-session rise
Downside reference₹380.31-5.4% · its typical 10-session fall
-54.7% over the year · -54.0% vs Nifty · -61.2% vs its sector · 18% of its year range · after results -14.9% vs Nifty (avg of 5) · delivery falling
10 sessions on: +27.9% (+27.9% vs Nifty) —
went against the lean; downside reference not reached
Follow in my book
rank 777 of 780
REFEX
Refex Industries Limited
▼ Stay away
5.1
score /100rank 777 of 780
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹252.07close 23 Apr
Upside reference₹267.68+6.2% · its typical 10-session rise
Downside reference₹235.25-6.7% · its typical 10-session fall
-48.0% over the year · -47.3% vs Nifty · 19% of its year range · after results -11.6% vs Nifty (avg of 4) · delivery falling
10 sessions on: +4.3% (+4.3% vs Nifty) —
went against the lean; downside reference not reached
Follow in my book
rank 776 of 780
SHAKTIPUMP
Shakti Pumps (India) Limited
▼ Stay away
5.4
score /100rank 776 of 780
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹554.95close 23 Apr
Upside reference₹581.62+4.8% · its typical 10-session rise
Downside reference₹523.29-5.7% · its typical 10-session fall
-41.1% over the year · -40.5% vs Nifty · 17% of its year range · after results -10.8% vs Nifty (avg of 4) · delivery falling
10 sessions on: -0.9% (-0.9% vs Nifty) —
went the way it leaned; downside reference not reached
Session by session · the full window
| Name | T+1 | T+2 | T+3 | T+4 | T+5 | T+6 | T+7 | T+8 | T+9 | T+10 |
|---|---|---|---|---|---|---|---|---|---|---|
| ▲ Names to look at — move vs Nifty since the close; green while ahead | ||||||||||
| MCXMulti Commodity Exchange of India Ltd. | +0.0% | +1.7% | +4.6% | +6.3%▲ | +7.2%▲ | +4.6%▲ | +4.6%▲ | +5.9%▲ | +8.4%▲ | +11.0%▲ |
| KRNKRN Heat Exchanger and Refrigeration Limited | -1.7% | +3.8% | +2.7% | -0.1% | +1.6% | -4.5% | -5.6% | -0.2% | +2.9% | +1.2% |
| SENORESSenores Pharmaceuticals Limited | +0.1% | +4.6% | +2.5% | +0.3% | +0.5% | -0.5% | -1.5% | +1.0% | +2.8% | +7.2%▲ |
| PRIVISCLPrivi Speciality Chemicals Limited | +0.6% | +0.7% | +1.3% | +2.0% | +4.1% | +3.7% | +4.4% | +3.6% | +6.8%▲ | +7.3%▲ |
| JAYNECOINDJayaswal Neco Industries Limited | -0.4% | +7.3% | +13.7%▲ | +13.8%▲ | +14.7%▲ | +18.7%▲ | +16.6%▲ | +15.4%▲ | +17.6%▲ | +17.9%▲ |
| ▼ Names to stay away from — move vs Nifty since the close; green while behind | ||||||||||
| VPRPLVishnu Prakash R Punglia Limited | -2.6% | +5.8% | +18.5% | +12.2% | +9.6% | +6.5% | +5.5% | +9.5% | +13.9% | +11.9% |
| V2RETAILV2 Retail Limited | -1.0% | -0.5% | -1.0% | -3.7% | -3.5% | -1.7% | -2.6% | -0.3% | +3.5% | +5.9% |
| TEJASNETTejas Networks Ltd. | +3.3% | +3.3% | +3.4% | +3.6% | +4.0% | +4.7% | +6.4% | +14.5% | +32.0% | +27.9% |
| REFEXRefex Industries Limited | -0.6% | +2.0% | +6.2% | +5.8% | +5.4% | +3.6% | +2.1% | +0.9% | +4.3% | +4.3% |
| SHAKTIPUMPShakti Pumps (India) Limited | -0.6% | +2.2% | +3.3% | +1.1% | +2.4% | +1.6% | -0.7% | +2.6% | +6.7% | -0.9% |
| Look at, ahead of Nifty | 3/5 | 5/5 | 5/5 | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 5/5 | 5/5 |
| … on the record | 50% | 50% | 51% | 51% | 53% | 52% | 52% | 52% | 52% | 52% |
| Stay away, behind Nifty | 4/5 | 1/5 | 1/5 | 1/5 | 1/5 | 1/5 | 2/5 | 1/5 | 0/5 | 1/5 |
| … on the record | 58% | 59% | 58% | 58% | 59% | 60% | 60% | 61% | 61% | 62% |
| Spread, look-at minus stay-away | +0.0% | +1.1% | -1.1% | +0.7% | +2.0% | +1.5% | +1.5% | -0.3% | -4.4% | -0.9% |
| … on the record | — | — | — | — | — | — | — | — | — | — |
Each cell is the name's move from the close of 23 Apr minus Nifty's over the same sessions, at that session's close. A ▲ or ▼ marks the first session by which the card's upside or downside reference had printed. The on the record rows are what every past call has done at that point — 1,865 calls a side — so a day can be read against what usually happens, not just against zero. Sessions are the name's own; a name that did not trade on a day is measured on the sessions it did.
The whole field · top 50 and bottom 50
| Rank | Company | Score | Chance | Close | Move, the year | vs Nifty | vs sector | Range | After results | Delivery | 10 sessions on | vs Nifty |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 look at | MCXMulti Commodity Exchange of India Ltd. | 95.3 | 53% | ₹2,791.40 | +127.4% | +128.0% | +128.1% | 96% | — | +5.2 pp | +11.0% | +11.0% |
| 2 look at | KRNKRN Heat Exchanger and Refrigeration Limited | 91.1 | 53% | ₹1,284.10 | +56.3% | +57.0% | — | 100% | +8.6% | +3.3 pp | +1.3% | +1.2% |
| 3 look at | SENORESSenores Pharmaceuticals Limited | 90.3 | 53% | ₹900.95 | +69.5% | +70.1% | — | 97% | +3.3% | +5.0 pp | +7.2% | +7.2% |
| 4 look at | PRIVISCLPrivi Speciality Chemicals Limited | 89.8 | 53% | ₹3,250.80 | +70.4% | +71.1% | — | 91% | +5.3% | +4.2 pp | +7.3% | +7.3% |
| 5 look at | JAYNECOINDJayaswal Neco Industries Limited | 89.7 | 53% | ₹97.23 | +169.3% | +169.9% | — | 97% | +10.6% | +0.8 pp | +18.0% | +17.9% |
| 776 stay away | SHAKTIPUMPShakti Pumps (India) Limited | 5.4 | 58% | ₹554.95 | -41.1% | -40.5% | — | 17% | -10.8% | -13.4 pp | -0.9% | -0.9% |
| 777 stay away | REFEXRefex Industries Limited | 5.1 | 58% | ₹252.07 | -48.0% | -47.3% | — | 19% | -11.6% | -11.0 pp | +4.3% | +4.3% |
| 778 stay away | TEJASNETTejas Networks Ltd. | 4.4 | 58% | ₹402.15 | -54.7% | -54.0% | -61.2% | 18% | -14.9% | -7.5 pp | +27.9% | +27.9% |
| 779 stay away | V2RETAILV2 Retail Limited | 2.6 | 58% | ₹207.43 | -89.1% | -88.5% | — | 1% | -5.5% | -11.1 pp | +5.9% | +5.9% |
| 780 stay away | VPRPLVishnu Prakash R Punglia Limited | 2.5 | 58% | ₹40.31 | -77.6% | -77.0% | — | 7% | -13.2% | -7.2 pp | +11.9% | +11.9% |
Score ranks every name on six checks over the year, each placed from first to last across the field, then blended: the move and the move against Nifty 30% (on one day and one period they order the field the same way, so they count once), against the sector 20%, where the close sits between the period's high and low 20%, the move against Nifty in the ten sessions after each result in the period 15% (* its last result before the period when there was none), and delivery over the second half of the period against the first half 15%. A missing check's weight is shared among the rest. Chance is the historical rate at which names ranked in the same tenth on this period went the way that tenth leans — blank until a tenth has a hundred judged rows. Every call is judged ten sessions after the close against Nifty, whatever the period.