Aurora Mobile Limited (JG) carries a Roarable Rating of D (Sell) with 49/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.
As of 2026-11-01, Aurora Mobile Limited (NASDAQ: JG) is rated D (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 49/100 at a spot price of $6.76 (-12.21% 1D, market cap $40.3M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 4/20, Executive Insider Alignment 12/20, FRED Macro Regime Fit 10/20, and SEC Balance-Sheet Forensics 15/20. Across 714 tracked Technology issuers, JG ranks #427 in composite RQD confidence.
Within the Technology sector (Computer Software: Programming Data Processing), JG carries a Roarable D (49/100 RQD), trailing P/E of N/A, gross margin of 67.2%, and ROIC of 4.0%. By comparison, GOAI (Eva Live Inc.) holds a C grade (62/100 RQD, P/E N/A, ROIC 67.0%, cap $40.1M) and MF (MindForge Inc. (Class A)) posts a D- grade (41/100 RQD, P/E N/A, ROIC -6.6%, cap $41.6M). Among the 5-stock peer group, JG leads on earnings multiple (N/A) while SOGP leads on capital efficiency (85.0% ROIC).
Per JG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001737339), Aurora Mobile Limited generated $53.6M in revenue (+23.7% YoY), $61.0K in net income, and $9.2M in free cash flow against $59.5M in total assets and $0 in total debt. Key quantitative strengths: Company leadership has skin in the game with net positive insider conviction.. Primary risk factors monitored: Sensitive to high interest rates and tighter Federal Reserve market liquidity.. Institutional options positioning shows a 50% call / 50% put premium split.
Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer
SEC Form 4 / 13F Thermometer: 75% Net Buy • Cannibal Buyback (-2.08% YoY Shares)
Altman Z-Score 0.20 (DISTRESS RISK (<1.8)) • Piotroski F-Score 7/9
Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)
While JG currently carries a cautious 49/100 (D) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.
Company leadership has skin in the game with net positive insider conviction.
Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($6.87) and Max Pain ($7.10) forces dealer call-delta covering toward $10.89.
Forensic Repair Trigger: Halting share dilution (Cannibal Buyback (-2.08% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.
Aurora Mobile Limited (JG) dropped -12.21% to $6.76, trading at 50% of its 52-week range ($3.2 – $10.37). Stretched risk/reward at current multiples (4% return on capital) under elevated 10-year interest-rate pressure.
SINGAPORE, Oct. 30, 2026 (GLOBE NEWSWIRE) -- Aurora Mobile Limited (NASDAQ: JG) ("Aurora Mobile" or the "Company"), a leading provider of customer engagement and marketing technology services, announced that Modellix.ai,
Gainers Vida Global (AMEX:VIDA) stock increased by 106999900.0% to $1.07 during Thursday's regular session. The market value of their outstanding shares is at $16.0 million. Gen Digital Inc. - Contingent Value
SHENZHEN, China, Oct. 28, 2026 (GLOBE NEWSWIRE) -- Aurora Mobile Limited (NASDAQ: JG) (“Aurora Mobile” or the “Company”), a leading provider of customer engagement and marketing technology services, today announced that
Agent Email is purpose-built infrastructure that lets AI agents receive, understand, and answer inbound email at scale—keeping replies threaded in Gmail and Outlook, grounding answers in a company's private knowledge bas
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Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).
vs. +23.7% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).
No active Ellis Vennor swing setup published on JG today. View full Setup Ledger →
No direct multi-tier Butterfly edges indexed yet for JG. Explore sector supply chains on /butterfly.
Across 714 tracked Technology securities in the Roarable RQD universe, Aurora Mobile Limited (JG) ranks #427 by composite RQD confidence (49/100, grade D) and #572 by equity capitalization ($40.3M). Within this direct 5-issuer industry benchmark cohort, JG leads on earnings valuation at N/A trailing P/E, while SOGP leads on capital efficiency and profitability with 85.0% ROIC and 29.2% gross margin. SOGP currently holds the highest overall quantitative score in the immediate peer group at 63/100 (C) compared with JG at 49/100 (D).
| Ticker / Company | Roarable Grade | RQD Score | Trailing P/E | Gross Margin | ROIC | 1D Change | Market Cap | Head-to-Head |
|---|---|---|---|---|---|---|---|---|
| JG
ACTIVE
Aurora Mobile Limited | D | 49/100 | — | 67.2% | 4.0% | -12.21% | $40.3M | Benchmark Subject |
| GOAI Eva Live Inc. | C | 62/100 | — | — | 67.0% | +8.88% | $40.1M | /goai-vs-jg → |
| MF MindForge Inc. (Class A) | D- | 41/100 | — | 0.8% | -6.6% | +11.99% | $41.6M | /mf-vs-jg → |
| SOGP Sound Group Inc. | C | 63/100 | — | 29.2% | 85.0% | -1.39% | $46.8M | /sogp-vs-jg → |
| TEAD Teads Holding Co. | D- | 41/100 | — | 33.0% | -35.0% | -12.20% | $29.9M | /tead-vs-jg → |
In its most recent audited fiscal period (FY2025, filed 2025-12-31), Aurora Mobile Limited (JG) reported GAAP revenue of $53.6M (+23.7% vs. FY2024 revenue of $43.3M , and +31.1% cumulative change since FY2023) , GAAP net income of $61.0K, operating cash flow of $9.3M, and free cash flow of $9.2M (+1571.6% YoY). On the balance sheet, JG closed FY2025 with $59.5M in total assets against $0 in total debt (Altman Z-Score: 0.20, Piotroski F-Score: 7/9).
| Fiscal Period | Filing Date | Revenue | Net Income | Operating Cash Flow | Free Cash Flow | Total Assets | Total Debt |
|---|---|---|---|---|---|---|---|
| FY2025 (FY) | 2025-12-31 | $53.6M | $61.0K | $9.3M | $9.2M | $59.5M | — |
| FY2024 (FY) | 2024-12-31 | $43.3M | -$965.0K | $1.2M | $553.0K | $51.8M | — |
| FY2023 (FY) | 2023-12-31 | $40.9M | -$8.7M | -$2.5M | -$2.5M | — | — |
As of 2026-11-01, Aurora Mobile Limited (NASDAQ: JG) is rated D (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 49/100 at a spot price of $6.76 (-12.21% 1D, market cap $40.3M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 4/20, Executive Insider Alignment 12/20, FRED Macro Regime Fit 10/20, and SEC Balance-Sheet Forensics 15/20. Across 714 tracked Technology issuers, JG ranks #427 in composite RQD confidence.
Within the Technology sector (Computer Software: Programming Data Processing), JG carries a Roarable D (49/100 RQD), trailing P/E of N/A, gross margin of 67.2%, and ROIC of 4.0%. By comparison, GOAI (Eva Live Inc.) holds a C grade (62/100 RQD, P/E N/A, ROIC 67.0%, cap $40.1M) and MF (MindForge Inc. (Class A)) posts a D- grade (41/100 RQD, P/E N/A, ROIC -6.6%, cap $41.6M). Among the 5-stock peer group, JG leads on earnings multiple (N/A) while SOGP leads on capital efficiency (85.0% ROIC).
Per JG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001737339), Aurora Mobile Limited generated $53.6M in revenue (+23.7% YoY), $61.0K in net income, and $9.2M in free cash flow against $59.5M in total assets and $0 in total debt. Key quantitative strengths: Company leadership has skin in the game with net positive insider conviction.. Primary risk factors monitored: Sensitive to high interest rates and tighter Federal Reserve market liquidity.. Institutional options positioning shows a 50% call / 50% put premium split.
JG last traded at $6.76 (-12.21% on volume of 24,166 shares), positioning the stock -1.60% below its 50-day simple moving average ($6.87) and +5.46% above its 200-day simple moving average ($6.41). Across its 52-week range of $3.20 to $10.37, JG sits at the 49.7% percentile with a 14-day RSI of 40.1 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($5.92 to $7.60).
Why JG Stock dropped -12.21% Today — RQD Quant Desk Flash. Stretched risk/reward at current multiples (4% return on capital) under elevated 10-year interest-rate pressure.
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