Contract Quant Brief #174|HBAR day +27%·OI +50% but 6h -4% downgrades; ALGO ~4% from the 20 MA is prioritized
Today’s regime is wait-and-see: the short list has volume and divergence, but the structure is clearly differentiated; it’s not suitable to mechanically chase longs by total score. First, lay out the core facts clearly.$HBAR Daily gain is about +27.3%, 1h OI change about +50%, trading value nearly 940 million U—this is the hottest line in the whole field. But the 6h gain has already fallen back to about -4.2%; current price is about 0.122, only about 3.9% away from the 20 MA and about 13.2% away from the 50 MA. In other words: the daily picture is still strong and positions are scrambling to be long, but the short-term move has already given back part of the upside.$ALGO Daily gain is about +13.7%, 1h OI about +33.7%, 6h still about +1.5%, current price about 0.136—about 4.1% away from the 20 MA and about 8.6% from the 50 MA. It’s weaker than HBAR in strength, but the retracement is shallower and the structure is cleaner.$MUBARAK Daily gain is about +10.8%, only about 0.8% away from the 20 MA, but OI 1h is about -1.2%—both momentum and crowding are clearly down.
Contract quantitative digest #173|W only ~2% from 20MA · OI1h+84% prioritized; SOON daily +43% chase = do not do
[Order book / board] Continuation market (continuation), where the fee rate is generally manageable. Top-three shortlist: W daily increase ~19%, distance to 20MA only ~2.2%, but OI 1h jumps ~+84%; SOON daily increase ~43%, distance to 50MA ~21%, fee rate ~0.043%; INX daily increase ~31%, distance to 20MA ~7%. Structurally the trend isn’t broken, but the differentiation is very clear: being close to the moving averages and having abnormally amplified volume is worth ranking higher; the daily chart is already stretched a lot and far from the moving averages, so those are for watching only. [Trading approach inferred from data] - Priority conditions: distance to 20MA ≤ 3%, daily increase not out of control, 1h not showing one-sided acceleration, and the fee rate not too hot → closer to W.
Contract Quant Brief #172|US up 29% from the day, 7% from the 20-MA · RUNE OI +26%, flattened on 1h—only do pullback-zone entries
Today’s screening is for continuation. In the prior $US day, the rise is about 28.7%, and $RUNE about 18.4%. Over 6h it has all been around +5%, but 1h has flattened (US +0.3%, RUNE near 0). The trend hasn’t broken, but the upside momentum at the tip is weakening—better suited to wait for a move back toward the moving average rather than chasing on daily breakout magnitude. Structurally, US is about 20 away by roughly 7.4%, and about 17% from 50; RUNE is about 5.4% from 20 and about 11% from 50. Fees: US about +0.028%, RUNE about +0.01%. Longs have the edge but not extremely so. The difference lies in positioning: RUNE OI in 1h is +26.1%, while US is only +8.7%—within the same main lineup, RUNE is more crowded, making the probability of a pullback after a false breakout higher.
Contract Quant Brief #171|Lobster leads with 1.7% from the 20 MA; SEI OI1h+14% stretch gets downgraded
【Order book / chart】 Screening criteria: continuation. The funding fee rate overall is controllable, and within the short list the fee rates haven’t reached the extremely crowded tier. Today’s structural difference isn’t about whether there is momentum—it’s about “who is still hugging the moving average, and who has moved too far away from it.” Top two scores: lobster 35.8, SEI 33.8; SUI 33.4 only as an alternative watch. All three have day gains in the 17%–25% range, but they differ clearly in distance to the 20 MA—this is the only hard condition for today’s position ranking. 【Top1|Lobster】 Current price 0.1302|Day gain about +25.4%|1h -0.15%|6h +2.9% Distance to 20 MA about +1.7%|Distance to 50 MA about -1.6%|OI 1h +12.0%|Fee rate about 0.0056%|ATR 0.0077
Contract Quant Summary #170|ONDO OI 1h +49% downgraded; ARK distance to 20 MA 6% before acting
Continuation market. Top-3 screening: ONDO daily gain ~27%, distance from the 20 MA ~6.9%, OI 1h ~+49%; ARK daily gain ~22%, distance from the 20 MA ~6.1%, 1h has already pulled back about -0.3%, OI 1h ~+29%; LTC daily gain ~16%, distance from the 20 MA only ~2%. In terms of volume, ONDO/LTC both have high traded notional/volume at their quotes, but the structure isn’t the same—high scores don’t automatically mean it’s immediately chaseable. Today’s differentiation is clear: Both are bullish expansions, but **ONDO is downgraded first because OI 1h is amplified to nearly half a multiple**; **ARK is the main observation because the 1h has already weakened and the distance from the MAs is still about 6%**; LTC is closer to the moving averages and is only a backup, not expanded into a formal recommendation.
#169 Quant Brief for Futures|Lobster 1h flat·main setup is -2%贴均 (near MA); NIL daily +53% is not a chase ~20% from MA
【Market screen】 regime=continuation: the selected continuation signal is still present, and overall funding rate is under control. The separation among the three instruments is very clear—Lobster: daily up ~18%, but it’s still about -2% away from the 20 MA, and 1h is nearly flat (-0.01%), with OI on 1h slightly declining. NOM: daily +13%, 6h +14%, about +8% from the 20 MA, OI on 1h +7.9%. NIL: daily +53%, 6h +28%, about +20% from the 20 MA and +38% from the 50 MA, with OI on 1h +38%. All belong to a relatively strong pool; structurally, only Lobster is still near the moving-average area, while the other two are in the stretched segment. 【Strategy derived from data】 Continuation does not mean it’s everywhere chaseable. Priority conditions: the trend is not broken + price returns to the moving-average band + in 1h it no longer accelerates into divergence. If the lobster criteria are met: the NOM/NIL scores are determined by volume and turnover, but the way the trigger happens is governed by where the position is and whether OI expands—so the trigger can only be a pullback, not a breakout chase price.
Contract Quant Brief #168|FLOCK is prioritized for being ~3% from the 20 MA; BROCCOLI OI +58% is downgraded
【Market Snapshot】 Continuation (continuation): Daily gain +17% to +24% on the short list; overall fee rate is not high, but the structure has already split—still close to the 20 MA, yet OI 1h quality is worse by a notch. Key data: · $FLOCK Up about 18.6% on the day, 1h -0.07%, 6h +3.4%, ~3.0% away from the 20 MA, ~11% away from the 50 MA. OI 1h +13.9%, fee rate ~0.005%. Trend not broken; leverage expansion is mild. · $BROCCOLI714 Up about 24.5% on the day, ~2.8% away from the 20 MA, but OI 1h +57.9% and 6h already -1.8%. Price is near the MA and positions are stacked at the tip. · $PONS 6h +7.4%, higher trading value, but ~7.9% away from the 20 MA, fee rate ~0.026%, OI 1h -8.4% → don’t enter the main line.
Contract Quant Brief #167 | Exclude PHA OI1h+110%, do PTB only when it’s 4.7% away from the 20 average
Today’s selection as continuation: in the shortlist, most coins’ daily gains are broadly 22%–34%, and funding rates overall are not high, but the structure is clearly differentiated—not “if it’s strong, do it all together,” but rather who can still return to the executable range and who is already distorted by leverage. Key facts: PTB’s daily gain is about 31%, 6h is still +4.7%, OI (1h) is +10.7%, and it’s about 4.7% away from the 20 average. PHA’s daily gain is about 34%, and it’s only about 1.2% away from the 20 average, but OI (1h) has surged by about +110%. TAO’s daily gain is about 22%, 6h is +11.7%, and it’s about 8.4% away from the 20 average; the 1h has turned flat. On the funding side: PTB is about 0.0365%, while PHA/TAO are close to neutral. The continuation market is established, but the main line can only be for assets whose trend is not broken, whose leverage is not out of control, and that still have room for a pullback.
Futures Quant Brief #166|S 1h -0.6%·OI +12% mainly watch 0.038; EPIC 15% away from the 50-MA, not chasing
[Order book/Chart] Continuation: the continuation trend in the market. The pre-screened front-runners all show daily gains in the ~16%–23% range, but in the 1h window they have already flattened or slightly pulled back—more like high-level digestion rather than the very first leg of a fresh start. The first two $S , $EPIC are about 5.8%–6.6% away from the 20-MA, and 13%–15% away from the 50-MA. This is a structure where the trend is still there but the price has already left the moving-average band. Chasing breakouts has poor risk-reward; prioritize reassessing after a move back near the 20-MA. Data anchor points (from the real-time pre-screen): - $S : current price 0.03983, daily gain about +19.2%, 1h -0.6%, 6h +6.2%, about +5.8% away from the 20-MA, about +12.9% away from the 50-MA, OI 1h +11.8%, fee rate about 0.005%, trading volume about 40.50M U
Contract Quant Brief #165|AR stays ~0.5% above the 20-MA priority; BANK +30% day, breaking ~13% above MA—don’t chase
【Order book】continuation continues the market. In the top short list, all three top gainers in the first three days have risen more than +20%, but their structures are quite different: AR’s daily gain is about 20.4%, and it is only about 0.5% away from the 20 average; the 1h trend has already flattened (about -0.25%); OI over 1h is still +13.7%, and the funding rate is about +0.01%—manageable. BANK is up nearly 30% day-over-day, and in the past 6h it’s already +14.6%; it is about 12.8% above the 20 average and about 22% above the 50 average—this is a typical stretching phase. ENA is up +21.4%, about 3.9% above the 20 average; it has the highest traded value, but its priority ranks after AR. The funding rate overall isn’t high. Today’s difference isn’t about “whether to be bullish,” but rather “who is still staying near the moving average, and who has already left it by a whole segment.”
Contract Quant Brief #164|CHIP hugs MA2.2%·OI+1.5% main target, RAY same-gain but OI-5% downgraded
Today’s screen: regime=continuation. Top 3 shortlisted by daily gain are CHIP / RAYSOL / ARB at about +19.4%, +19.8%, +24.9% respectively. The commonality: they’re all hugging the 20 MA (deviation about 2.2%–2.6%), while the 50 MA deviation has already expanded to about 8.9%–11.9%. Funding rates overall are low (CHIP/RAY ~0.005%, ARB ~0.01%); funding rate itself isn’t the main contradiction. The real difference is positioning: CHIP OI 1h about +1.5%, RAY about -5.0%, ARB about -4.5%. In a continuation move, when price structure is similar, prioritize the side where OI is still increasing and closer to the 20 MA. For long candidates where OI is contracting even if price is up, downgrade them and don’t hard-rank purely by daily gain.
#163 Contract Quant Brief | In a ~20% same-rising market, only trade PONS: 4.6% from the 20 MA; NEAR with OI(1h)+25%—don’t chase
【Order book facts】 Selection timing—continuation: Market persistence is still there, and funding/fee rates overall remain controllable. The top two in the short list both jumped on about the same scale over the past two days— $PONS day +19.5%, $NEAR day +20.4%—but the structures differ greatly: PONS is about 4.6% from the 20 MA and 8.3% from the 50 MA; 1h has turned slightly negative (-0.3%); 6h is still +7.4%; OI (1h) is +12%. NEAR has a much hotter turnover (~630 million), but it’s about 7.0% from the 20 MA and 15.6% from the 50 MA; OI (1h) amplifies to +24.6%. Within the same rise magnitude, what matters more is who is “more贴近” (closer/more aligned) and who is “more overheated,” not who rose more. Conclusion first: The official Top keeps only PONS / NEAR (two). For the mainline, choose PONS, which is closer to the moving averages and whose OI is not out of control. Downgrade NEAR to conditional orders—if it breaks out, don’t chase the price. The #3 spot MARSCOIN is up +27.7% for the day but -1.9% over 6h; it’s only an alternative for monitoring.
Contract Quant Brief #162|ZEC daily +20%·OI1h +16%·10% away from 50-MA; don’t chase; only do NEAR pullbacks into the 4–5% MA zone
【Market View】 continuation: slightly bullish overall, but the short-term setup already shows a combination of “high increase, moving averages are far away, and OI in 1h is still rising.” Screening the top two: $ZEC daily gain about +20.4%, distance to the 20-MA about +5.6%, distance to the 50-MA about +10.5%, OI in 1h +15.7%, funding rate about -0.027% (shorts are paid); $NEAR daily gain about +11.8%, distance to the 20-MA about +4.7%, OI in 1h +13.2%, and 6h still about +4.6%. On liquidity/volume, ZEC has a significantly larger成交额 (trading amount). Structurally, both are stretched, so it’s not suitable to treat “breakout adding positions” as a default action. Today’s setup is clear: negative funding rates and liquidity keep ZEC in the main pool, but the gap and an OI (open interest) spike tighten the conditions to only do a “pullback.” NEAR, as the runner-up, is also barred from chasing and going long on breakouts when the distance from MA is greater than 5%. The 3rd place ( $RAYSOL ) is only for optional observation and won’t be expanded.
Contract Quant Brief #161|Day gain around 21%—leave only BTW: dual-MA deviation <1%, lobster exclude 5-15%
Today’s screening falls under continuation: in the top short list, the first two days’ gains are both around 21%, but the structure is completely not the same kind of coin. $BTW Current price about 0.706, only +0.5% versus the 20 MA and +0.9% versus the 50 MA—basically sticking to the dual MAs to complete daily strength. 1h is almost flat (+0.04%), 6h is only +0.4%, OI 1h is −3.4%, and the funding rate is +0.038%, fairly mild. Volume is about 113 million—sufficient but not extreme. $Lobster current price about 0.195, up about ~21% on the day as well. But it’s +5.5% vs the 20 MA and +15.2% vs the 50 MA, which is a typical “stretching” segment; 6h is still +2.8%, 1h has already turned flat/slightly negative, OI 1h is +2.0%, and the trading value is 233 million, which is larger. Among the coins with similar gains, one is consolidating near the moving averages, and the other is at the emotion end far away from them.
I advise you not to look at the account @哈哈老板娘Mrs smile — even if you only look for a moment, it is disrespectful to your yellow helmet.
哈哈老板娘Mrs smile
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I originally had the bargain-buying funds ready too, but the technical indicators on my end—and what a feng shui master told me—mean that this time the U.S. CLEAR Act won’t be passed. Looks like the market will remain tense for a while longer. Wait some time. In the crypto world, don’t lack patience—there will always be opportunities.
Contract Quant Brief #160|KOMA pullback to MA by 1.6% prioritized with 1h sideways; no ARK breakout when OI1h+55%
[Market] continuation—continue within the city. From the top three means, the contracts are all strong trends with daily gains of 24%–32%, but the structure differs a lot: overall funding rate is still controllable (ARK slightly negative, KOMA slightly positive, CYS near neutral). What truly determines whether you can act is “how far it is from the 20-MA + 1h momentum + the change in OI 1h,” not just the daily gain ranking. The difference today is clear: all are strong, but prioritize ones that have pinned around the mean and are sideways in 1h; for those with a big OI 1h surge and still accelerating in 1h, any breakout price is not done. ———————————————— Top1|$KOMA (KOMAUSDT)
Contract Quant Brief #159|BULLA mean-reversion near 2.3%·OI1h-5% main trade; POWER day +45% distance to MA 14% no chase
Today’s filter is for continuation: the follow-through is acceptable, and overall the fee rate is not high. Top shortlist: $BULLA , $POWER , $FIL ; the official main plan only takes the top two. Key differences: $BULLA Up about 9.3% on the day, 6h +5.5%, only about 2.3% away from the 20 MA, and 1h is almost flat (-0.05%); OI 1h falls about 5.5%—the trend isn’t broken and leverage hasn’t been added again. $POWER Up about 45% on the day, 6h +12.3%, about 14% away from the 20 MA and about 27% away from the 50 MA; 1h has already given back about 1.1%, and OI 1h is still +13%—the position is too expensive, so we don’t do breakout chasing. $FIL Up +18.7% on the day, about 4.1% away from the 20 MA, but OI 1h +30% is too large—only an observation candidate.
Contract Quant Brief #158|我踏马来了 leads, about -0.6% vs the 20 EMA; main pick, 牛来 has OI -11% as second place
Today’s regime is wait-and-see: opportunities are still there, but the structure is clearly diverged—can’t treat the first three with the same chase-high logic. Key facts come from the筛选: $我踏马来了 Up about 17.4% today, dist20≈-0.58% (slightly below the 20 EMA); OI +21% in 1h; -0.83% in 6h, +0.55% in 1h—after rising through a wave, it has returned to the EMA friction band, and positions are still being added. $牛来 Up about 8.1% today, +6.1% in 6h, trading value about 258M; but dist20≈+2.2%, with OI -11.5% in 1h—price strength with solid volume; positions are decreasing. $REZ Up about 27% today, dist20≈+10.9%, part of an extension move—only for alternative observation.
Contract Quant Brief #157|RAYSOL mainly trades around 2.7% from the 20-day MA, LSK OI1h+75%—don’t chase the breakout
Market today: regime is continuation. Momentum names typically see daily gains of 15%–20%, but the first two hours have already flattened (ret1h about -0.1% to -0.2%). This is a structure of “daily still strong, hourly cooling,” so it’s not suitable for chasing breakouts blindly at the top. The key divergence isn’t in slogans, but in the data: - $RAYSOL :up +16% today, +7.3% over 6h; distance from the 20-day MA about 2.7%, and from the 50-day MA about 10.8%. Trading value about 500M U. Fee rate -0.018%. OI: +40% over 1h. Current price about 1.665. - $LSK :up +19.5% today, +16.1% over 6h; steeper—its distance from the 20-day MA is about 6.9%, and from the 50-day MA about 13.2%. Trading value about 100M U (around 1/5 of RAYSOL). Fee rate -0.071%. OI: +74.7% over 1h. Current price about 0.1406.
[Order book / market view] regime=continuation. Filter summary: the market is relatively strong, but some high-level targets are already stretched; it’s more suitable to wait for pullback confirmation rather than chase along the price increase curve. Today’s top-three short list: RAYSOL (score 38.1), SAGA (score 33.4), Bull arrives (score 26.8). The structure is clearly split—both of the top two are about +5.2% to +5.5% away from the 20-period average, not extremely close. What truly separates the priority is: RAYSOL still has +10.4% on 6h and a negative funding rate; SAGA’s day gain is nearly +25% but 6h is only +1.6%, while OI 1h has surged about +54%. They are in the same “biased strong” pool, so execution cannot treat them identically.