The daily read from the close of 1 Jun 2026
Computed on the morning of 2 Jun 2026 (simulated: computed after the fact, standing on that close with only what was known then): 804 names ranked. Judged ten sessions later: the names to look at averaged +2.1% vs Nifty (3 of 5 beat it), the names to stay away from averaged +5.5% (1 of 5 trailed it), the whole field +3.8%.
The read from the close of 1 Jun 2026 · Week
Our calculation, not advice.
Follow in my book
rank 1 of 804
DEEDEV
DEE Development Engineers Limited
▲ Look at
95.3
score /100rank 1 of 804
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹623.05close 1 Jun
Upside reference₹684.94+9.9% · its typical 10-session rise
Downside reference₹588.90-5.5% · its typical 10-session fall
+18.9% over the week · +20.4% vs Nifty · 100% of its week range · after results +8.6% vs Nifty (last result, before the week)
10 sessions on: +10.7% (+8.6% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 2 of 804
SIGACHI
Sigachi Industries Limited
▲ Look at
95.0
score /100rank 2 of 804
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹22.35close 1 Jun
Upside reference₹24.69+10.5% · its typical 10-session rise
Downside reference₹20.67-7.5% · its typical 10-session fall
+9.8% over the week · +11.2% vs Nifty · 100% of its week range
10 sessions on: -4.2% (-6.2% vs Nifty) —
went against the lean; upside reference not reached
Follow in my book
rank 3 of 804
RATEGAIN
Rategain Travel Technologies Limited
▲ Look at
94.0
score /100rank 3 of 804
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹777.15close 1 Jun
Upside reference₹826.85+6.4% · its typical 10-session rise
Downside reference₹742.76-4.4% · its typical 10-session fall
+8.8% over the week · +10.2% vs Nifty · 100% of its week range · after results +9.7% vs Nifty (last result, before the week) · delivery rising
10 sessions on: +6.1% (+4.1% vs Nifty) —
went the way it leaned; upside reference not reached
Follow in my book
rank 4 of 804
AIAENG
AIA Engineering Ltd.
▲ Look at
92.5
score /100rank 4 of 804
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹4,522.70close 1 Jun
Upside reference₹4,703.79+4.0% · its typical 10-session rise
Downside reference₹4,400.90-2.7% · its typical 10-session fall
+13.2% over the week · +14.7% vs Nifty · 100% of its week range · delivery rising
10 sessions on: -1.2% (-3.2% vs Nifty) —
went against the lean; upside reference not reached
Follow in my book
rank 5 of 804
RAIN
Rain Industries Limited
▲ Look at
92.1
score /100rank 5 of 804
chance it beats
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹190.70close 1 Jun
Upside reference₹203.23+6.6% · its typical 10-session rise
Downside reference₹181.04-5.1% · its typical 10-session fall
+22.0% over the week · +23.4% vs Nifty · 100% of its week range · after results +25.0% vs Nifty (last result, before the week) · delivery rising
10 sessions on: +9.0% (+6.9% vs Nifty) —
went the way it leaned; upside reference reached
Follow in my book
rank 804 of 804
TECHNOE
Techno Electric & Engineering Company Ltd. · INFRASTRUCTURE
▼ Stay away
7.3
score /100rank 804 of 804
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹1,053.20close 1 Jun
Upside reference₹1,119.72+6.3% · its typical 10-session rise
Downside reference₹995.92-5.4% · its typical 10-session fall
-21.1% over the week · -19.7% vs Nifty · -19.8% vs its sector · 0% of its week range · after results -21.4% vs Nifty · delivery falling
10 sessions on: +2.5% (+0.5% vs Nifty) —
went against the lean; downside reference reached
Follow in my book
rank 803 of 804
NATCOPHARM
NATCO Pharma Ltd. · HEALTHCARE INDEX
▼ Stay away
7.4
score /100rank 803 of 804
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹933.30close 1 Jun
Upside reference₹977.90+4.8% · its typical 10-session rise
Downside reference₹898.56-3.7% · its typical 10-session fall
-20.2% over the week · -18.8% vs Nifty · -17.6% vs its sector · 0% of its week range · delivery falling
10 sessions on: -9.2% (-11.2% vs Nifty) —
went the way it leaned; downside reference reached
Follow in my book
rank 802 of 804
JYOTICNC
Jyoti CNC Automation Ltd.
▼ Stay away
8.4
score /100rank 802 of 804
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹585.50close 1 Jun
Upside reference₹608.35+3.9% · its typical 10-session rise
Downside reference₹551.56-5.8% · its typical 10-session fall
-12.3% over the week · -10.9% vs Nifty · 0% of its week range · delivery falling
10 sessions on: +17.7% (+15.7% vs Nifty) —
went against the lean; downside reference not reached
Follow in my book
rank 801 of 804
EASEMYTRIP
Easy Trip Planners Limited
▼ Stay away
8.6
score /100rank 801 of 804
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹6.99close 1 Jun
Upside reference₹7.28+4.2% · its typical 10-session rise
Downside reference₹6.66-4.8% · its typical 10-session fall
-13.0% over the week · -11.5% vs Nifty · 0% of its week range · delivery falling
10 sessions on: +19.7% (+17.7% vs Nifty) —
went against the lean; downside reference reached
Follow in my book
rank 800 of 804
ANUP
The Anup Engineering Limited
▼ Stay away
11.4
score /100rank 800 of 804
chance it trails
Nifty in 10 sessions
Nifty in 10 sessions
Entry reference₹1,840.10close 1 Jun
Upside reference₹1,920.70+4.4% · its typical 10-session rise
Downside reference₹1,737.22-5.6% · its typical 10-session fall
-7.0% over the week · -5.5% vs Nifty · 0% of its week range · after results -13.6% vs Nifty (last result, before the week) · delivery falling
10 sessions on: +6.6% (+4.6% vs Nifty) —
went against the lean; 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 | ||||||||||
| DEEDEVDEE Development Engineers Limited | +4.6% | +5.5% | +2.4% | +7.8% | +14.2%▲ | +11.1%▲ | +5.7%▲ | +1.3%▲ | +4.4%▲ | +8.6%▲ |
| SIGACHISigachi Industries Limited | -2.5% | -3.4% | -4.3% | -3.9% | -4.4% | -4.7% | -4.8% | -6.8% | -8.7% | -6.2% |
| RATEGAINRategain Travel Technologies Limited | -0.7% | -1.6% | -0.9% | -2.3% | -2.9% | -2.8% | +1.5% | +0.4% | -0.3% | +4.1% |
| AIAENGAIA Engineering Ltd. | +0.2% | -0.1% | +1.5% | +2.5% | +1.6% | -0.1% | -1.1% | -3.6% | -5.2% | -3.2% |
| RAINRain Industries Limited | +3.3% | +5.0% | +2.4% | +3.4% | +2.1% | +7.6%▲ | +4.7%▲ | +3.0%▲ | +2.2%▲ | +6.9%▲ |
| ▼ Names to stay away from — move vs Nifty since the close; green while behind | ||||||||||
| TECHNOETechno Electric & Engineering Company Ltd. | +0.8% | -0.7% | -4.2% | -3.4% | -3.1% | -4.6% | -5.1%▼ | -3.2%▼ | -2.4%▼ | +0.5%▼ |
| NATCOPHARMNATCO Pharma Ltd. | +0.2% | +0.0% | -1.7% | -4.2%▼ | -5.9%▼ | -6.7%▼ | -7.7%▼ | -8.8%▼ | -8.5%▼ | -11.2%▼ |
| JYOTICNCJyoti CNC Automation Ltd. | +2.0% | +1.1% | +2.0% | +8.4% | +5.3% | +9.2% | +10.0% | +9.0% | +15.4% | +15.7% |
| EASEMYTRIPEasy Trip Planners Limited | -1.0% | -1.4% | -5.0%▼ | -3.5%▼ | -3.0%▼ | +13.2%▼ | +26.9%▼ | +19.8%▼ | +18.3%▼ | +17.7%▼ |
| ANUPThe Anup Engineering Limited | +1.2% | +5.0% | +3.7% | +4.2% | +4.5% | +2.4% | -0.6% | -1.3% | +2.3% | +4.6% |
| Look at, ahead of Nifty | 3/5 | 2/5 | 3/5 | 3/5 | 3/5 | 2/5 | 3/5 | 3/5 | 2/5 | 3/5 |
| … on the record | 48% | 49% | 50% | 50% | 50% | 51% | 50% | 50% | 51% | 51% |
| Stay away, behind Nifty | 1/5 | 2/5 | 3/5 | 3/5 | 3/5 | 2/5 | 3/5 | 3/5 | 2/5 | 1/5 |
| … on the record | 54% | 53% | 53% | 53% | 54% | 54% | 54% | 54% | 54% | 53% |
| Spread, look-at minus stay-away | +0.3% | +0.2% | +1.3% | +1.2% | +2.6% | -0.5% | -3.5% | -4.2% | -6.5% | -3.4% |
| … on the record | — | — | — | — | — | — | — | — | — | — |
Each cell is the name's move from the close of 1 Jun 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 week | vs Nifty | vs sector | Range | After results | Delivery | 10 sessions on | vs Nifty |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 look at | DEEDEVDEE Development Engineers Limited | 95.3 | 49% | ₹623.05 | +18.9% | +20.4% | — | 100% | +8.6%* | — | +10.7% | +8.6% |
| 2 look at | SIGACHISigachi Industries Limited | 95.0 | 49% | ₹22.35 | +9.8% | +11.2% | — | 100% | — | — | -4.2% | -6.2% |
| 3 look at | RATEGAINRategain Travel Technologies Limited | 94.0 | 49% | ₹777.15 | +8.8% | +10.2% | — | 100% | +9.7%* | +14.9 pp | +6.1% | +4.1% |
| 4 look at | AIAENGAIA Engineering Ltd. | 92.5 | 49% | ₹4,522.70 | +13.2% | +14.7% | — | 100% | — | +7.6 pp | -1.2% | -3.2% |
| 5 look at | RAINRain Industries Limited | 92.1 | 49% | ₹190.70 | +22.0% | +23.4% | — | 100% | +25.0%* | +4.4 pp | +9.0% | +6.9% |
| 800 stay away | ANUPThe Anup Engineering Limited | 11.4 | 52% | ₹1,840.10 | -7.0% | -5.5% | — | 0% | -13.6%* | -8.3 pp | +6.6% | +4.6% |
| 801 stay away | EASEMYTRIPEasy Trip Planners Limited | 8.6 | 52% | ₹6.99 | -13.0% | -11.5% | — | 0% | — | -14.5 pp | +19.7% | +17.7% |
| 802 stay away | JYOTICNCJyoti CNC Automation Ltd. | 8.4 | 52% | ₹585.50 | -12.3% | -10.9% | — | 0% | — | -16.7 pp | +17.7% | +15.7% |
| 803 stay away | NATCOPHARMNATCO Pharma Ltd. | 7.4 | 52% | ₹933.30 | -20.2% | -18.8% | -17.6% | 0% | — | -9.4 pp | -9.2% | -11.2% |
| 804 stay away | TECHNOETechno Electric & Engineering Company Ltd. | 7.3 | 52% | ₹1,053.20 | -21.1% | -19.7% | -19.8% | 0% | -21.4% | -6.2 pp | +2.5% | +0.5% |
Score ranks every name on six checks over the week (last week plus this week so far), 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.