松果大人

Contract Quantitative Brief #58

Market Status:
We're still in a 'wait for confirmation' structure. There are strong assets, but the divergence is clear; it's best to wait for cleaner pullback supports or volume breakouts rather than chasing highs.

Candidates:
1) NAORISUSDT
Reason for Selection: 24-hour price increase is strong, the 1-hour trend and open interest are both expanding, funding rates remain moderate, and momentum is the strongest.
Watch Level: Around 0.1098
Trigger Condition: Hold above 0.1148 and continue with increased volume.
Invalidation Condition: Drop back below 0.1126.

2) SKYAIUSDT
Reason for Selection: High trading volume, still strong intraday, moderate increase in open interest, suitable for waiting for a secondary confirmation.
Watch Level: Around 0.2563
Trigger Condition: Reclaim above 0.2715.
Invalidation Condition: Fall below 0.2662.

3) UBUSDT
Reason for Selection: Still strong intraday, open interest is trending up, price is close to the short-term moving average, pullback elasticity is worth monitoring.
Watch Level: Around 0.0638
Trigger Condition: Hold above 0.0650.
Invalidation Condition: Break below 0.0637.

4) SWARMSUSDT
Reason for Selection: Uptrend continues, volume is decent, short-term still running above.
Watch Level: Around 0.0239
Trigger Condition: Volume breakout above 0.0253.
Invalidation Condition: Drop back below 0.0248.

5) 1000LUNCUSDT
Reason for Selection: Strengthening over the last 6 hours, funding rate turned negative, it's a speculative opportunity, suitable for light position observation.
Watch Level: Around 0.0683
Trigger Condition: Reclaim above 0.0704.
Invalidation Condition: Fall below 0.0690.

Risk Warning:
Current structure is somewhat divergent, sentiment-driven assets are volatile, best to wait for confirmation before entering, keep positions light, and prioritize stop-loss discipline.

Summary in One Sentence:
Today is better suited for waiting for 'pullbacks not breaking' or 'breakout confirmations', not for chasing highs recklessly.

Contract Quantitative Brief #57

Market Status: Continuation of bullish sentiment, but the front runners have already stretched; it's currently better to wait for a pullback confirmation rather than chasing the pump.

Top Candidates:
1. BROCCOLI714USDT
- Selection Reason: Both 1h and 6h trends are continuing, high trading volume, significant OI increase in the last hour, strong but prone to becoming crowded.
- Observation Level: Around the 20-day moving average.
- Trigger Condition: Re-establish above the short-term moving averages after a pullback, with volume not shrinking.
- Invalid Condition: Fails to quickly reclaim after breaking below the 20-day moving average or shows a sell-off after a spike.

2. LUMIAUSDT
- Selection Reason: Strong price increase but not overly extreme, closer to the 20-day moving average, suitable for watching pullback support.
- Observation Level: Around the 20-day moving average.
- Trigger Condition: Turns strong again after a pullback without breaking down.
- Invalid Condition: Breaks below the 20-day moving average and OI continues to weaken.

3. ZKPUSDT
- Selection Reason: Sufficient trading volume, increasing OI, 6h still has room to continue, belongs to a strong consolidation type.
- Observation Level: Around the 20-day moving average.
- Trigger Condition: Volume increases after stopping the decline.
- Invalid Condition: Fails to rebound and loses the 20-day moving average.

4. LYNUSDT
- Selection Reason: High price increase combined with OI recovery, large elasticity, but has already risen, leaning towards sentiment-driven.
- Observation Level: Support zone after a pullback.
- Trigger Condition: Pullback with reduced volume, then breaks out with increased volume.
- Invalid Condition: High volume at peak with stagnation.

5. BIOUSDT
- Selection Reason: Large trading volume, negative funding rate, crowding of bulls not overly extreme; if it stabilizes after a pullback, it resembles a relay candidate.
- Observation Level: Around the 20-day moving average.
- Trigger Condition: Volume recovery after a pullback.
- Invalid Condition: Breaks below the 20-day moving average and funding rate turns crowded.

Risk Warning: Most front runners have shown obvious stretching, making chasing pumps less cost-effective; if OI continues to expand rapidly without price following, it can easily spike and then retreat; short-term is more suitable for waiting for pullback confirmations and secondary launches.

Summary in One Sentence: The market is still continuing, but the best opportunities now mostly come from confirmations after pullbacks of strong coins, not directly chasing when they are at peak heat.

Contract Quantitative Brief #56

Market Status:
The trend is still intact, and the funding rates are overall manageable. Focus on assets with strong trends and active trading. Currently, it feels more like a strong rotation; avoid chasing highs and wait for a pullback or breakout confirmation.

Top Candidates:
1. PENGUUSDT
Reason for Selection: Strong gains and trading volume over 6 hours, slight pullback over 1 hour but positions are still increasing, trend continuity is the best.
Watch Level: Around 0.010312
Trigger Condition: Stay above 0.010623 and maintain strength
Invalidation Condition: Drop back below 0.010001

2. UAIUSDT
Reason for Selection: High intraday elasticity, significant increase in positions, signs of continued short-term funding speculation.
Watch Level: Around 0.3651
Trigger Condition: Break above 0.382279 with volume
Invalidation Condition: Drop below 0.347921

3. PRLUSDT
Reason for Selection: Largest gain, high trading volume, positions surged in one hour, but negative funding rates indicate intense long-short competition.
Watch Level: Around 0.3175
Trigger Condition: Breakthrough at 0.3475 and remain strong
Invalidation Condition: Drop back below 0.2875

4. AINUSDT
Reason for Selection: Not the most extreme gain, closer to short-term moving averages, structure is relatively more suitable for a pullback relay.
Watch Level: Around 0.09066
Trigger Condition: Re-establish above 0.094131
Invalidation Condition: Drop below 0.087189

5. AIOTUSDT
Reason for Selection: Trading volume and position increases are solid, after the pullback there is still potential for further rotation.
Watch Level: Around 0.08325
Trigger Condition: Recover 0.088929
Invalidation Condition: Drop below 0.077571

Risk Warning:
Frontline assets have already seen significant stretch, chasing highs decreases cost-effectiveness; if volume doesn't sustain, it can easily turn into high-level consolidation. Small caps will continue to amplify volatility, keep positions light and cut losses quickly.

In Summary:
This round is still a continuation market, but better opportunities are likely to come from strong coins after a pullback's second confirmation rather than chasing in at the peak of excitement.

Contract Quant Report #56

Market Status: The continuation structure is still intact, but many front-running positions have been stretched. It's better to wait for a pullback confirmation rather than chasing highs.

Top Picks:
1. NAORISUSDT: High rating, strong 6-hour performance, high trading volume, noticeable increase in open interest, and the most complete trend.
2. 1000LUNCUSDT: Notable price increase and open interest growth, neutral capital flow, strong short-term elasticity, but with higher volatility.
3. SWARMSUSDT: The most aggressive 6-hour price increase, with both volume and open interest expanding, suitable for monitoring for a second acceleration.
4. BASEDUSDT: While not the highest score, it’s relatively lower in position, making it easier to confirm after a pullback.

Observation Levels: Focus on the 20-day moving average and pullback zones, with particular attention to the buying interest after a volume decrease during the pullback.
Trigger Conditions: After a pullback that doesn't break support, an increase in volume and continued rise in open interest.
Invalidation Conditions: Breaking below the pullback support with a weak rebound, or a shift to weaker capital flow and declining open interest.
Risk Warning: High positions are heavily stretched; chasing highs can lead to buying at the peak of emotions. Small caps have high volatility, so keep your position sizes and stop losses conservative.
One-liner Summary: Currently, it's more suitable to wait for strong coins to confirm after a pullback rather than diving in at the hottest moment.

Contract Quant Report #55

Market Status:
Continuing to show strength, but clear divergence at highs; prioritize looking for a volume-backed pullback before a secondary launch, avoid chasing pumps.

Top Candidates:
1) NAORISUSDT
Reason for Selection: Strong price movement, high trading volume, and robust 1h/6h momentum, with a notable increase in open interest (OI) and high participation.
Observation Level: Near the 20-day moving average.
Trigger Condition: Re-establish above short-term moving averages with increased volume after a pullback that doesn't break.
Invalidation Condition: Drop below the 20-day moving average accompanied by a decline in OI.

2) 1000LUNCUSDT
Reason for Selection: High trading volume, slightly bearish funding rates; better to wait for a pullback confirmation after a short-term spike.
Observation Level: Near the 20-day moving average.
Trigger Condition: Post-pullback, a stop-loss and volume recovery.
Invalidation Condition: Fails to recover after dropping below the 20-day moving average.

3) BASEDUSDT
Reason for Selection: Moderate price increase, close to the 20-day moving average, pattern looks more like a healthy continuation.
Observation Level: Near the 20-day moving average.
Trigger Condition: Maintain above short-term moving averages and continue upward.
Invalidation Condition: Drop below the 20-day moving average and significant retracement.

4) SWARMSUSDT
Reason for Selection: Strong 6h performance, one of the fastest-growing OIs, but already deviated far from moving averages; more of a strong follow-through.
Observation Level: Revisiting around the 20-day moving average.
Trigger Condition: After a high-level consolidation, continue breaking up with volume.
Invalidation Condition: High spike followed by a drop back below moving averages.

5) AINUSDT
Reason for Selection: Significant intraday volatility, a high-elasticity observation after a strong trend, suitable to wait for cooling.
Observation Level: Near the 20-day moving average.
Trigger Condition: Decreased volume pullback followed by a resurgence with volume.
Invalidation Condition: Pullback failure and drop below short-term support.

Risk Warning:
This period has many high-level stretching assets; chasing pumps can lead to retracements; diversify positions and prioritize waiting for pullback confirmations.

Summary in One Sentence:
Strength is still present, but it's better to wait for confirmations; not suitable for chasing high entries.

Contract Quantitative Brief #54

Market Status: Continuing strong, funding rates are overall manageable, prioritize observing trends that remain intact and have increasing OI.

Top Candidates:
1. NAORISUSDT
- Reason for Selection: Increase of 26.898%, 1h/6h still showing positive returns, trading volume at 83.19 million, OI increased by 30.199% in 1h, funding rates moderate, close to the 20-day line, best continuity.
- Observation Level: Near the 20-day line.
- Trigger Condition: After a pullback, regain stability and increase volume.
- Invalid Condition: Drops below the pullback zone and OI continues to decline.

2. AGTUSDT
- Reason for Selection: Strong in 6h, trading volume at 211 million, OI increased by 22.386% in 1h, strong trend continuity, but short-term surge is already evident.
- Observation Level: Support zone after a pullback.
- Trigger Condition: After a low-volume pullback, re-attack.
- Invalid Condition: Pullback too deep and buy pressure wanes.

3. AINUSDT
- Reason for Selection: Increase of 40.172%, OI increased by 27.768% in 1h, funding rates very low, in a strong expansion phase, but position is relatively high.
- Observation Level: Pullback around the 20-day line.
- Trigger Condition: Quick recovery after a drop.
- Invalid Condition: Losing momentum after high-level consolidation.

4. GWEIUSDT
- Reason for Selection: Trading volume at 92.78 million, moderate funding rates, price still above the 50-day line, but slightly weak in 1h/6h, more observational.
- Observation Level: Near the 20-day line.
- Trigger Condition: After a stop decline, regain strength.
- Invalid Condition: Drops back below the 20-day line and increases the pullback.

5. 1000LUNCUSDT
- Reason for Selection: OI increased by 33.28% in 1h, short-term funding support, but still weak in 6h, suitable for waiting for confirmation, not for chasing highs.
- Observation Level: Near the 20-day line.
- Trigger Condition: After a pullback that doesn't break, regain strength.
- Invalid Condition: Rebound without volume and drops back to previous low regions.

Risk Warning: Some assets show significant short-term stretching, chasing highs has average cost-effectiveness; although funding rates are overall manageable, if pullbacks become unstable, it can easily shift from continuation to high-level oscillation.

Summary in One Sentence: This wave is more suitable for focusing on strong coins' pullback confirmations and secondary launches, not chasing already expanded segments.

Contract Quantitative Brief #53

Market Status:
Continuing strong, but some high-position targets have stretched; currently more suitable to wait for a pullback confirmation, not chasing the pump.

Top Candidates:
1. NAORISUSDT
Reason for Selection: 6-hour gains and trading volume are strong, with a noticeable increase in positions over the past hour, making it one of the strongest continuations.
Observation Level: Whether it can quickly recover after a pullback near the 20-day line.
Trigger Condition: Re-accumulating volume after the pullback holds.
Failure Condition: Drops back into the pullback zone and position growth no longer expands.

2. GWEIUSDT
Reason for Selection: Price is closest to the 20-day line, funding rates are slightly negative, positioning relatively better for waiting for confirmation.
Observation Level: Support near the 20-day line.
Trigger Condition: Volume breaks back into the short-term strong zone.
Failure Condition: Breaks below the 20-day line and loses support.

3. PENGUUSDT
Reason for Selection: Strong 6-hour gains, high trading volume, and moderate position increase, making it a strong continuation candidate.
Observation Level: Whether it can hold the upper edge after consolidation.
Trigger Condition: After a volume contraction consolidation, it re-accumulates volume.
Failure Condition: High volume stagnation after peaking.

4. BSBUSDT
Reason for Selection: Largest gains and highest volume, but positions haven't strengthened in sync, decreasing the cost-effectiveness of chasing.
Observation Level: Previous highs and consolidation area.
Trigger Condition: Re-accumulate strength after the pullback holds.
Failure Condition: Pulls back after a peak and breaks below the consolidation area.

5. 1000LUNCUSDT
Reason for Selection: Significant position increase over the past hour, funding rates are negative, making it a high-volatility speculative target.
Observation Level: Strength of support after the pullback.
Trigger Condition: Volume breaks through the intraday high.
Failure Condition: Fails to continue after a peak and positions fall back.

Risk Warning:
Current market is strong, but targets with large gains carry higher risks when chasing; prioritize waiting for pullbacks, confirmation, and then participate, avoiding catching a falling knife at high levels.

Summary in One Sentence:
Strong continuation is still present, but today is more suitable for “waiting for confirmation” instead of “chasing the strongest.”

Contract Quantitative Brief #52

Market Status: Continuing to show strength, but some high-level assets have already stretched. Prefer to wait for a pullback confirmation, don't chase the pump.

Top Candidates:
1. 1000LUNCUSDT: 6-hour increase continues, significant position increase in the 1-hour timeframe, funding rate slightly negative, suitable for watching for a restart after a pullback.
2. NAORISUSDT: Trading volume has expanded, short-term continues to strengthen, not far from the 20-day moving average, waiting for a solid confirmation.
3. LDOUSDT: Volume increased significantly with a large position build, strong trend, but has clearly stretched, better to wait for a pullback.
4. AVNTUSDT: After retracement, still maintains 6-hour strength, negative funding rate combined with position increase, likely to experience a second surge.
5. ZBTUSDT: Extremely high trading volume, positions continue to rise, but there is some pullback in the 6-hour chart, first watch for digestion before it can reclaim the short-term moving average.

Observation Zone: Near the 20-day moving average, short-term pullback area.

Trigger Conditions: Re-increase in volume after a pullback that doesn't break, reclaiming the intraday high or previous high.

Invalidation Conditions: Continuing to weaken after breaking the 20-day moving average, or position continues to expand but price does not follow.

Risk Warning: Strong assets are generally overheated, chasing pumps can easily lead to buying at local highs; if the funding rate quickly turns crowded, volatility will increase significantly.

Summary in One Sentence: This round is more suitable for waiting for strong coins to confirm after a pullback before following, not suitable for hard chasing at the end of a surge.

Contract Quantitative Brief #51

Market Status: The market shows good continuity, and the funding rates are generally manageable. Focus on trends that haven't been broken; currently, it's better to go with the flow and avoid chasing the hottest stretches.

Top Candidates:
1. RAVEUSDT
2. ZBTUSDT
3. AGTUSDT
4. OPGUSDT
5. GWEIUSDT

Brief Selection Reasons:
- RAVEUSDT: High trading volume, still showing continuity after the rise, and the trend structure hasn't deteriorated significantly.
- ZBTUSDT: Strong price increase and trading volume, high short-term elasticity, but higher volatility as well.
- AGTUSDT: Noticeable position growth in the last hour, likely to see a second acceleration.
- OPGUSDT: Stable volume, remains in a relatively strong area after a pullback.
- GWEIUSDT: Low funding rate; if it strengthens again, there may be a catch-up potential.

Observation Points: Focus on the 20-day moving average and the support near recent highs; for strong candidates, check if they can quickly recover after a pullback.

Trigger Conditions: Volume increases again after a pullback without breaking, or a breakout above recent highs and continues to rise for 1 hour.

Invalidation Conditions: Drops below the 20-day moving average with no volume on the rebound, or positions weaken synchronously with price increases.

Risk Warning: Many assets have high volatility, making them prone to rapid pullbacks after a stretch; while funding rates are generally manageable, localized congestion can still amplify stop-loss hunts.

Summary: Currently, it's better to wait for a confirmation after a pullback before jumping in with the trend. Avoid chasing in the hottest candles.

Contract Quantitative Brief #50

Market Status: There are still opportunities in the market, but the structure is quite distinct. It’s best to wait for cleaner pullbacks or breakout confirmations.

Top Candidates:
1. BSBUSDT: Strong leader in the rally, high trading volume and open interest, the trend is the strongest.
Observation Level: Around 0.69
Trigger Condition: Stabilize above 0.69 and continue to increase volume
Invalid Condition: Drops back below 0.58
2. ZBTUSDT: Volume rebound, decent momentum over the last 6 hours, but short-term stretch is obvious.
Observation Level: Around 0.19
Trigger Condition: Breakthrough around 0.205 and hold steady
Invalid Condition: Drops back below 0.172
3. LABUSDT: High volume, high volatility, active funds, suitable for waiting for pullback confirmation.
Observation Level: Around 0.91
Trigger Condition: Reclaim above 1.03 to see continuation
Invalid Condition: Drops below 0.80
4. AIOTUSDT: Neutral to strong, fees are manageable, still observing after short-term pullback.
Observation Level: Around 0.055
Trigger Condition: Reestablish above the 0.060 mark
Invalid Condition: Loses the 0.0506 area
5. BUSDT: Moderate volatility, suitable for low leverage tracking, waiting for direction choice.
Observation Level: Around 0.123
Trigger Condition: Effectively stabilize above the 0.129 mark
Invalid Condition: Drops below around 0.1165

Risk Warning: High-level stretching is obvious, some targets have rapid increases in open interest, chasing the pump can easily lead to pullbacks; while the funding rate is generally manageable, still be cautious of short-term spikes followed by dropbacks.

One-Sentence Summary: Wait for confirmation before following, today is more suitable for trend-following trades after pullbacks or breakouts.

Contract Quantification Brief #49

Market Status: Watching. The current structure shows clear differentiation, and there are still opportunities, but it's better to wait for cleaner pullbacks or breakout confirmations rather than chasing emotional surges.

Top Picks:
1. BSBUSDT: Extremely strong momentum, both 1-hour and 6-hour indicators show robust energy, noticeable position expansion, and high trading volume, but it’s already stretched.
2. BUSDT: More stable price increase, very low funding rate; if it pulls back and finds support, it could provide a second chance more easily.
3. AIOTUSDT: Some consolidation space among the front runners, short-term momentum is slightly weak, so let's wait for a support confirmation before proceeding.
4. ZBTUSDT: The 6-hour trend remains strong, positions continue to expand, but the price has clearly deviated from the short-term moving average.
5. LABUSDT: Trading volume and positions are still decent, a trend continuation candidate from the back row worth observing.

Brief Selection Reason: Focus on targets where capital and positions are expanding in sync; during a phase of strong-weak differentiation, the win rate tends to be better after pullbacks.

Observation Levels / Trigger Conditions: Prioritize watching for pullbacks stabilizing near the 20EMA, or breakout confirmations on previous highs with increased volume; for strong candidates, if they pull back without breaking down, it’s safer to follow up when they regain strength.
Invalidation Conditions: If it drops back below the 20EMA and positions and volume can't keep up, or if there’s a rapid weakening after a high-volume surge, it will be regarded as invalidated.

Risk Warning: Front-running targets have shown stretching; chasing highs can easily lead to pullbacks; while the funding rate isn’t extreme, volatility and slippage can still amplify.

One-Line Summary: This round is not an environment for going all-in on strong moves, but rather for waiting for confirmations and looking for second chances.

Contract Quantitative Briefing #50
Market Status: Continuation is still in play, funding rates are generally manageable. Prioritize assets where trends remain intact and can still be picked up after a pullback.

Top Candidates:
1. LABUSDT
Selection Reason: 24h increase of 12.41%, momentum on both 1h and 6h charts is strong, slight increase in OI, low funding rate, and the trend is the most stable.
Observation Level: Around 0.8021 (20EMA)
Trigger Condition: Stabilize above 20EMA and continue to push up with volume
Invalidation Condition: Drops back below 20EMA and OI declines

2. BUSDT
Selection Reason: Strong in 24h, noticeable OI growth, funding rate is nearly neutral; after a short-term pullback, there is still potential for further strength.
Observation Level: Around 0.1197 (20EMA)
Trigger Condition: Reclaim 20EMA and increase volume
Invalidation Condition: Failed rebound, 6h momentum continues to weaken

3. AIOTUSDT
Selection Reason: Stronger 24h increase, some recovery on 1h, synchronous OI expansion; however, the 6h pullback is significant, confirming a rebound.
Observation Level: Around 0.0544 (20EMA)
Trigger Condition: Stand above 20EMA and continue strengthening
Invalidation Condition: Rebound falls short of expectations and loses short-term moving average

4. ZBTUSDT
Selection Reason: Sufficient volume, rapid OI growth, strong trend, but significantly distanced from 20EMA, tracking in a high position.
Observation Level: Around 0.1601 (20EMA)
Trigger Condition: After a volume reduction pullback, regain strength
Invalidation Condition: High volume stagnation at elevated levels

5. SOMIUSDT
Selection Reason: Still strong on 6h, OI surged, funding rate turned negative, sentiment may not be fully crowded yet; however, volatility and divergence are significant.
Observation Level: Around 0.1939 (20EMA)
Trigger Condition: After a pullback, increase volume for an upward assault
Invalidation Condition: Rapid OI decline and drop below short-term moving average

Risk Warning: High momentum assets like SOMIUSDT and ZBTUSDT are prone to sharp rises followed by pullbacks; while funding rates are generally manageable, be cautious of chasing high prices that may fail to sustain momentum.
In Summary: This edition leans towards continuation, prioritize strong coins with intact trends that can hold above the 20EMA after pullbacks, and avoid chasing assets that have already surged too far.

Contract Quant Report #49

Market Status: Continuation of strength, but some assets have already stretched; it's better to wait for a pullback confirmation instead of chasing the pump.

Top Candidates:
1) HEMIUSDT
- 24h Gain: 17.20%, 6h momentum still active, trading volume around 21.1 million, OI 1h +4.17%, funding rate close to neutral.
- Observation Level: Near 20EMA.
- Trigger Conditions: Strong rebound after a pullback that doesn't break.
- Invalid Conditions: Falling below 50EMA or quickly turning weak after a pullback.
- Risk: Short-term has stretched; chasing highs may lead to a pullback.

2) ZBTUSDT
- 24h Gain: 18.77%, trading volume around 122 million, OI 1h +36.75%, funding rate still low.
- Observation Level: 20EMA and short-term pullback area.
- Trigger Conditions: Low-volume pullback followed by a strong breakout.
- Invalid Conditions: Quick drop in OI and price falling below 20EMA.
- Risk: OI rising quickly; volatility may increase.

3) LINEAUSDT
- 24h Gain: 11.10%, 6h momentum stable, slight negative funding rate, OI 1h +13.82%.
- Observation Level: Near 20EMA.
- Trigger Conditions: Stabilizing after a pullback, then attacking again.
- Invalid Conditions: Falling below 50EMA.
- Risk: Low price, noise, and spikes are more pronounced.

4) AXSUSDT
- 24h Gain: 38.16%, massive trading volume, OI 1h +60.27%, negative funding rate.
- Observation Level: Whether it can hold above 20EMA.
- Trigger Conditions: Holding above 20EMA before breaking the intraday high.
- Invalid Conditions: Falling back below 20EMA and showing weakness on volume.
- Risk: Excessive gains; high probability of a pullback after a surge.

5) DUSDT
- 24h Gain: 11.51%, but 1h pullback, OI 1h -15.71%, low funding rate, insufficient confirmation.
- Observation Level: Near 20EMA / 50EMA.
- Trigger Conditions: Recapturing 20EMA and stopping the drop in OI.
- Invalid Conditions: Continuously losing 20EMA and 50EMA.
- Risk: More like a correction, not the start of a new strong trend.

Risk Warning: Market is strong but starting to diverge; strong assets are better suited for waiting on pullback confirmation; leverage trading requires attention to funding rates, chasing pumps, and quick spikes.

In a nutshell: Prioritize “strong pullback before restarting”; don't chase assets that have already run far.

Contract Quantification Brief #48

Market Status: Continuation. Overall continuity is solid, funding rates are manageable; focus on trends that remain intact, particularly those that are easier to catch after a pullback.

Top Candidates:
1) LABUSDT
- Score 30.2; strong 6-hour trend, ample trading volume, moderate funding rate.
- Reason for Selection: Trend remains intact, classified as a strong continuation.
- Observation Level: Near 20EMA, close to previous highs.
- Trigger Condition: Rebound and stabilize after a pullback, then move up with volume.
- Invalid Condition: Break below 20EMA and continue to weaken.

2) BUSDT
- Score 28.45; robust 24-hour increase, noticeable increase in positions over the past hour.
- Reason for Selection: Strong momentum, but short-term is a bit overheated.
- Observation Level: Pullback confirmation level, avoid chasing the pump.
- Trigger Condition: Re-establish above short-term moving averages post-pullback with volume.
- Invalid Condition: Rapid decline after high-level consolidation.

3) SLPUSDT
- Score 27.85; very low funding rate, significant increase in 1-hour OI.
- Reason for Selection: Signs of continuation, but watch out for a potential spike and drop.
- Observation Level: Upper edge of short-term platform, near 20EMA.
- Trigger Condition: Breakout with volume, then pullback without breaking.
- Invalid Condition: Inability to sustain volume post-breakout, falling back into the platform.

4) ALGOUSDT
- Score 27.0; stable trading volume, low funding rate, relatively clean structure.
- Reason for Selection: Balanced continuity and liquidity.
- Observation Level: Near 20EMA.
- Trigger Condition: Pullback with reduced volume followed by renewed strength.
- Invalid Condition: Break below short-term moving averages, losing continuity.

5) DUSDT
- Score 25.49; noticeable 1-hour surge, but still weak on the 6-hour.
- Reason for Selection: Repairing market, suitable for waiting for confirmation.
- Observation Level: Previous high recovery level, near 20EMA.
- Trigger Condition: Re-establish above short-term moving averages and continue with volume.
- Invalid Condition: Retreat of funds after a rebound; OI continues to weaken.

Risk Warning: Current market leans towards continuation, but some assets have accelerated or deviated significantly from moving averages, reducing the cost-effectiveness of chasing pumps; it’s essential to manage positions, enter and exit in batches, and set strict stop-losses.

One-Liner Summary: Focus on strong coins that have not broken the trend and confirmed after pullbacks, while avoiding chasing pumps at high levels.

Contract Quantitative Brief #47

Market Status: Continuity looks good, funding rates are generally manageable; prioritize targets where the trend remains intact and OI continues to rise.

Top Picks:
1) PIPPINUSDT
- Up 17.05% with no obvious overheating, continuing for 6 hours, OI up 2.98% in 1 hour, funding rate moderate.
- Watch Level: 0.02895 (near the 20-day MA)
- Trigger: Hold above the 20-day MA and continue to push up.
- Invalid: Drop back below the 20-day MA with increased pullback.

2) ZBTUSDT
- 24-hour increase of 16.88%, high trading volume, OI up 32.24% in 1 hour, but short-term pullback, showing strong consolidation.
- Watch Level: 0.14161 (near the 20-day MA)
- Trigger: Return to the 20-day MA and continue to rise with volume.
- Invalid: Break below the 20-day MA and OI continues to weaken.

3) GALAUSDT
- Still up in the last 24 hours, high trading volume, OI up 27.28% in 1 hour, but after a 6-hour pullback, it's still below the 20-day MA, indicating a repair watch level.
- Watch Level: 0.00357 (near the 20-day MA)
- Trigger: Re-establish above the 20-day MA and continue to increase volume.
- Invalid: Failed rebound, continuing to be pressed below the 20-day MA.

4) DUSDT
- Positive growth in the last 24 hours, strong OI up 52.38% in 1 hour, but a significant pullback in 6 hours suggests a consolidation under negative funding rates.
- Watch Level: 0.01258 (near the 20-day MA)
- Trigger: Recover the 20-day MA and strengthen.
- Invalid: Break below the 20-day MA and continue to weaken.

5) SOONUSDT
- One of the highest trading volumes, but a significant pullback in 6 hours, still weak in the short term; need to wait for a return to key moving averages.
- Watch Level: 0.20407 (near the 20-day MA)
- Trigger: Re-establish above the 20-day MA and repair 1-hour momentum.
- Invalid: Rebound fails to surpass the 20-day MA.

Risk Warning: Small-cap coins can be volatile, and rapid spikes and drops are common; although funding rates are not extreme, it’s advised to prioritize controlling positions and leverage.

In Summary: Currently, it's more suitable to focus on opportunities where the "trend remains intact + funding is manageable," avoiding chasing highs and waiting for stability before proceeding.

Contract Quantitative Brief #46

Market Status
The market shows good continuity, and the funding rates are generally controllable. Focus on trends that haven't been broken and are continuing with volume.

Top Candidates
1) ZBTUSDT: Strong continuation, minor pullback in 1 hour, still has upward momentum in 6 hours, noticeable increase in open interest, and ample volume.
Observation Level: around 0.141
Trigger Condition: Stabilize and continue to push up with volume
Invalid Condition: Drop below the 20-day moving average and lose continuity

2) DUSDT: One of the strongest gainers of the day, still maintaining continuity in 6 hours, significant increase in open interest, and slightly negative funding rate.
Observation Level: around 0.0131
Trigger Condition: Bounce back without breaking after a pullback, then strengthen again
Invalid Condition: Spike and then drop below short-term support

3) SLPUSDT: Strong in 6 hours, but has a pullback in 1 hour, with high volatility, suitable for waiting for confirmation.
Observation Level: around 0.00078
Trigger Condition: Strengthen again after a pullback
Invalid Condition: Drop below short-term support and continue to weaken

4) PIPPINUSDT: Still has elasticity in 6 hours, but a pullback has occurred in the short term, suitable for waiting for a repair signal.
Observation Level: around 0.0284
Trigger Condition: Recover short-term moving average
Invalid Condition: Continue to lose ground and transition into weak consolidation

5) GALAUSDT: High trading volume, trend not completely broken, suitable for observing repairs.
Observation Level: around 0.00355
Trigger Condition: Strengthen after stopping the decline, then look for continuity
Invalid Condition: Continue to weaken and dip further

Risk Warning
Current candidates have high volatility; chasing the pump requires caution against rapid pullbacks. If the funding rate and open interest increase simultaneously and become overheated, it can easily lead to a high washout.

Summary in One Sentence
Prioritize monitoring the continuity of ZBT, DUS, and SLP; consider following after confirming a pullback.

Contract Quant Report #45

Market Status: Continuation, funding rates are overall manageable, prioritize assets where the trend remains intact.

Top Candidates:
1. BASUSDT: 24h up by 16.3%, continues to strengthen over 6h, funding rates are low; however, there's a pullback in 1h and OI has decreased in 1h, best to wait for confirmation and not chase the highs.
2. ZBTUSDT: Sufficient trading volume, OI increased by 16.3% in 1h, funding rates are nearly flat, trend continuation is more solid.
3. PIPPINUSDT: 24h up by 17.4%, also strong over 6h; however, it has clearly deviated from the moving average, represents a strong extension, chasing the rise poses greater risks.
4. GALAUSDT: High trading volume, OI increased by 29.9% in 1h, but remains weak over 6h, wait for confirmation after capital inflow repair.
5. DUSDT: The strongest rebound in 24h, OI surged by 77.3% in 1h, but both 1h and 6h are weak, represents a high volatility gamble, not suitable for chasing the hottest.

Watch Levels: Focus on 20EMA and confirmation near recent highs on pullbacks.
Trigger Conditions: 1h turns strong again, stabilizes at watch levels, and continues to expand, with OI no longer rapidly decreasing.
Failure Conditions: Break below recent pullback lows, or funding rates/volatility continue to spiral out of control after a surge.

Risk Warning: Currently in a continuation trend, but signs of high-level stretching have appeared; the biggest danger is chasing the hottest assets; a better strategy is to wait for pullback confirmation.

In a nutshell: Trade with the trend today, avoid chasing highs, prioritize waiting for pullbacks before entering.

Contract Quant Report #44

Market Status: Slightly bullish continuation, but some high-position assets are showing stretches. It's better to wait for pullback confirmation rather than chasing pumps.

Top Candidates:
1) DYDXUSDT
- Selection Reason: Strong 6-hour gains, negative funding rate, significant 1-hour position growth, and decent volume.
- Observation Level: Around 0.1635 (near the 20-day line)
- Trigger Condition: Reclaim above 0.1658 after a pullback with continued volume
- Invalid Condition: Drops below 0.1598

2) PUMPBTCUSDT
- Selection Reason: Strongest short-term momentum, significant increase in 1-hour positions, active trading, but also higher volatility.
- Observation Level: Around 0.02625
- Trigger Condition: Hold the observation level and push higher
- Invalid Condition: Drops below 0.02524

3) DYMUSDT
- Selection Reason: High 6-hour gains, negative funding rate, positions continue to rise, suitable to wait for pullback confirmation.
- Observation Level: Around 0.0200
- Trigger Condition: Stabilize above 0.02046
- Invalid Condition: Drops below 0.01927

4) GALAUSDT
- Selection Reason: High trading volume, funding rate remains mild, suitable for observation in strong rotation.
- Observation Level: Around 0.00350
- Trigger Condition: Recover above 0.00356
- Invalid Condition: Drops below 0.00341

5) ZKPUSDT
- Selection Reason: Closest to the 20-day line, relatively stable position, suitable to wait for confirmation.
- Observation Level: Around 0.07893
- Trigger Condition: Stand above 0.07970 and continue
- Invalid Condition: Drops below 0.07770

Risk Warning: The overall market is slightly bullish, but high-position stretches are evident. Chasing pumps can lead to volatility; small-cap assets retract quickly, must wait for confirmation and strictly set stop-losses.

Summary: The market remains slightly bullish, prioritize strong follow-ups after pullback confirmations, avoid chasing highs.

Contract Quantitative Brief #43

Market Status: Good continuation, funding rates overall manageable, prioritize assets where the trend remains intact.

Top Candidates:
1. DYDXUSDT: 24-hour surge and 6-hour momentum both strong, OI increased in the last hour, leaning towards a trend continuation.
Watch Level: Around 0.163
Trigger Condition: Stabilize and continue increasing volume upwards
Invalid Condition: Drops back below the watch level and momentum weakens
2. GRIFFAINUSDT: Strong gains, OI rising in sync, funding rates moderate, good continuation.
Watch Level: Around 0.0211
Trigger Condition: Break past previous high and continue increasing volume
Invalid Condition: Retracement after a spike accompanied by weakening OI
3. ROBOUSDT: Good price movement and volume, OI continues to rise, but 1-hour retracement shows divergence.
Watch Level: Around 0.0242
Trigger Condition: Bounce back without breaking the level then strengthen again
Invalid Condition: Volume drops below the watch level
4. ESPORTSUSDT: The strongest short-term, 6-hour momentum very strong, but deviating far from the moving average, chasing the pump is risky.
Watch Level: Around 0.470
Trigger Condition: Consolidate at high levels before breaking out again
Invalid Condition: Quick drop after a spike
5. STABLEUSDT: High trading volume, OI continues to increase, funding rates slightly negative, more favorable during pullbacks for recovery.
Watch Level: Around 0.0353
Trigger Condition: Bounce back after holding the watch level
Invalid Condition: Break below leading to continued weakness

Risk Warning: Most strong short-term assets have deviated from moving averages, chasing highs can lead to pullbacks; focus on assets where the trend is intact and pullbacks hold, position control is crucial.

In a nutshell: Today continues the trend, prioritize strong pullbacks and second confirmations, avoid chasing the hottest but overextended assets.

Contract Quantitative Brief #42

Market Status: The continuation structure is still intact, but the high-level targets in the front row have already stretched. Prioritize looking for pullback confirmations, and avoid chasing emotional tops.

Top Candidates:
- PUMPBTCUSDT: Strongest gains, with significant increases in trading volume and open interest (OI), showing the best continuation. Watch level 0.02877, trigger above 0.031263, invalid below 0.026277.
- INXUSDT: OI change nearing 50%, with noticeable capital follow-through, suitable for monitoring for a second attack after a pullback. Watch level 0.010649, trigger above 0.011305, invalid below 0.009993.
- QUSDT: More stable returns, not too far from the 20-day moving average, leaning towards buying the dip. Watch level 0.010488, trigger above 0.010972, invalid below 0.010004.
- ROBOUSDT: Active trading and still within trend, friendlier after pullback confirmation. Watch level 0.02437, trigger above 0.025262, invalid below 0.023478.
- TRADOORUSDT: High gains but slight OI decline, suitable for waiting on a pullback, do not add in speed segments. Watch level 9.355, trigger above 9.717786, invalid below 8.992214.

Brief Selection Reasons:
- PUMPBTCUSDT and INXUSDT show the most significant expansion in trading and OI, indicating stronger trend continuation.
- QUSDT and ROBOUSDT appear more like stable continuations, suitable for waiting for a pullback before following.
- TRADOORUSDT is still in a strong zone, but short-term OI has declined, reducing the cost-effectiveness of chasing higher prices.

Risk Warning:
- Retracements after high-level stretches can happen quickly, especially for assets with expanded OI; stop-losses must be prioritized.
- The overall funding rate is manageable, but when the positive rate is high, avoid mindlessly chasing longs.
- Only trade after pullback confirmations in the direction of the trend, not during the peak emotional highs.

One-Sentence Summary:
- The market is still leaning towards strong continuation, but better opportunities come from strong coins after pullback confirmations.