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Systems Inc.", "ipoDate": "2026-05-14", "horizons": { "90d": { "targetDate": "2026-08-12", "status": "mature", "spy": { "ipoReturn": -0.15755299003977385, "return": 0.032505991792962874, "excessReturn": -0.19005898183273673, "matchedStartDate": "2026-05-14", "matchedEndDate": "2026-08-12" }, "qqq": { "ipoReturn": -0.15755299003977385, "return": 0.005432187581165371, "excessReturn": -0.16298517762093923, "matchedStartDate": "2026-05-14", "matchedEndDate": "2026-08-12" }, "issues": { "spy": null, "qqq": null } }, "6m": { "targetDate": "2026-11-14", "status": "censored", "spy": null, "qqq": null, "issues": { "spy": "Horizon not reached by completed market closes", "qqq": "Horizon not reached by completed market closes" } }, "12m": { "targetDate": "2027-05-14", "status": "censored", "spy": null, "qqq": null, "issues": { "spy": "Horizon not reached by completed market closes", "qqq": "Horizon not reached by completed market closes" } } } }, { "symbol": "CCTG", "name": "CCSC Technology International Holdings Limited", "ipoDate": "2024-01-18", "horizons": { "90d": { "targetDate": "2024-04-17", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "6m": { "targetDate": "2024-07-18", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "12m": { "targetDate": "2025-01-18", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "CD", "name": "Chindata Group Holdings Limited", "ipoDate": "2020-09-30", "horizons": { "90d": { "targetDate": "2020-12-29", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Historical quote opening price differs from IPO-source opening price by over 2%; split/identity audit required", "qqq": "90-day source coverage review: Historical quote opening price differs from IPO-source opening price by over 2%; split/identity audit required" } }, "6m": { "targetDate": "2021-03-30", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Historical quote opening price differs from IPO-source opening price by over 2%; split/identity audit required", "qqq": "90-day source coverage review: Historical quote 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Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "MTEK", "name": "Maris-Tech Ltd.", "ipoDate": "2022-02-02", "horizons": { "90d": { "targetDate": "2022-05-03", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Offering includes warrants; separate common-share offer-price basis requires verification", "qqq": "90-day source coverage review: Offering includes warrants; separate common-share offer-price basis requires verification" } }, "6m": { "targetDate": "2022-08-02", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Offering includes warrants; separate common-share offer-price basis requires verification", "qqq": "90-day source coverage review: Offering includes warrants; separate common-share 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null, "qqq": null, "issues": { "spy": "90-day source coverage unavailable: MULE: HTTP 404", "qqq": "90-day source coverage unavailable: MULE: HTTP 404" } } } }, { "symbol": "MWC", "name": "Micware Co., Ltd.", "ipoDate": "2026-05-14", "horizons": { "90d": { "targetDate": "2026-08-12", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "6m": { "targetDate": "2026-11-14", "status": "censored", "spy": null, "qqq": null, "issues": { "spy": "Horizon not reached by completed market closes", "qqq": "Horizon not reached by completed market closes" } }, "12m": { "targetDate": "2027-05-14", "status": "censored", "spy": null, "qqq": null, "issues": { "spy": "Horizon not reached by completed market closes", "qqq": "Horizon 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unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "12m": { "targetDate": "2025-04-02", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "ZCMD", "name": "Zhongchao Inc.", "ipoDate": "2020-02-24", "horizons": { "90d": { "targetDate": "2020-05-24", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "6m": { "targetDate": "2020-08-24", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "12m": { "targetDate": "2021-02-24", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "ZENV", "name": "Zenvia, Inc", "ipoDate": "2021-07-22", "horizons": { "90d": { "targetDate": "2021-10-20", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage unavailable: 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"return": 0.016520782558815394, "excessReturn": 0.17711556258204642, "matchedStartDate": "2018-03-16", "matchedEndDate": "2018-06-14" }, "qqq": { "ipoReturn": 0.1936363451408618, "return": 0.03847504190545892, "excessReturn": 0.1551613032354029, "matchedStartDate": "2018-03-16", "matchedEndDate": "2018-06-14" }, "issues": { "spy": null, "qqq": null } }, "6m": { "targetDate": "2018-09-16", "status": "mature", "spy": { "ipoReturn": 0.2921211936257102, "return": 0.06083148042745967, "excessReturn": 0.23128971319825053, "matchedStartDate": "2018-03-16", "matchedEndDate": "2018-09-14" }, "qqq": { "ipoReturn": 0.2921211936257102, "return": 0.07583908839132025, "excessReturn": 0.21628210523438995, "matchedStartDate": "2018-03-16", "matchedEndDate": "2018-09-14" }, "issues": { "spy": null, "qqq": null } }, "12m": { "targetDate": "2019-03-16", "status": "mature", "spy": { "ipoReturn": 1.0360606800426138, "return": 0.02592992354133883, "excessReturn": 1.010130756501275, "matchedStartDate": "2018-03-16", "matchedEndDate": "2019-03-15" }, "qqq": { "ipoReturn": 1.0360606800426138, "return": 0.042860493789819376, "excessReturn": 0.9932001862527944, "matchedStartDate": "2018-03-16", "matchedEndDate": "2019-03-15" }, "issues": { "spy": null, "qqq": null } } } }, { "symbol": "ZSPC", "name": "zSpace, Inc.", "ipoDate": "2024-12-05", "horizons": { "90d": { "targetDate": "2025-03-05", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "6m": { "targetDate": "2025-06-05", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "12m": { "targetDate": "2025-12-05", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "ZTG", "name": "Zenta Group Company Limited", "ipoDate": "2025-09-09", "horizons": { "90d": { "targetDate": "2025-12-08", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "6m": { "targetDate": "2026-03-09", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } }, "12m": { "targetDate": "2026-09-09", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit", "qqq": "90-day source coverage review: Independent IPO opening price unavailable; ticker identity and historical units require audit" } } } }, { "symbol": "ZUO", "name": "Zuora, Inc", "ipoDate": "2018-04-12", "horizons": { "90d": { "targetDate": "2018-07-11", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage unavailable: ZUO: HTTP 404", "qqq": "90-day source coverage unavailable: ZUO: HTTP 404" } }, "6m": { "targetDate": "2018-10-12", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage unavailable: ZUO: HTTP 404", "qqq": "90-day source coverage unavailable: ZUO: HTTP 404" } }, "12m": { "targetDate": "2019-04-12", "status": "mature", "spy": null, "qqq": null, "issues": { "spy": "90-day source coverage unavailable: ZUO: HTTP 404", "qqq": "90-day source coverage unavailable: ZUO: HTTP 404" } } } } ], "warnings": [ "Descriptive available-history comparisons, not causal estimates or forecasts. The initial verified 90-day pool already excludes unavailable or unverifiable histories, including delisted issuers. Extending that pool does not recover those missing companies; survivor selection can materially change results.", "Entry is the first trading-day close. Six and twelve months are holding periods from that close, not delayed entry strategies. Month-end anniversaries are clamped to the final day of the target month.", "Price returns exclude dividends, trading costs and taxes. Excess returns are percentage-point differences, not risk-adjusted alpha.", "Each benchmark pair uses the same actual IPO and benchmark starting and ending closing dates; endpoints precede or equal anniversaries and are at most four calendar days stale. Interior gaps over four calendar days are rejected.", "Horizon maturity conservatively requires its anniversary on or before the latest completed benchmark close and asOf. Each horizon has independent coverage.", "The constant matched twelve-month sample requires both benchmarks at all three horizons; it separates changing sample composition from changes in holding period, but retains selection bias.", "Histories must be split-quarantined upstream; this analytics engine cannot infer corporate actions from closing prices alone." ] }