- Historical context75th pct
- Persistence5 periods
- Independent evidence1 group
· Services-Prepackaged Software
RESEARCH SNAPSHOTTWILIO INC's latest supported as-filed period reports revenue of $1.5B; gross margin moved 65 basis points lower on the same comparison basis. Every value below links to its SEC accession and metric lineage.
Unusual transitions and combinations worth inspecting—not forecasts or recommendations.
A multidimensional view of the latest comparable filing—not a composite score or recommendation.
Level · gp.fundamentals.debt_to_revenue
Raw value 66.25% · OPTIONAL
Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue
Raw value 24.84% · OPTIONAL
Yoy · gp.fundamentals.revenue
Raw value 22.03% · CORE
Level · gp.fundamentals.gross_margin
Raw value 48.42% · CORE
Level · gp.fundamentals.operating_margin
Raw value 5.64% · CORE
Ratio · gp.fundamentals.rnd + gp.fundamentals.revenue
Raw value 18.23% · OPTIONAL
Level · gp.fundamentals.sbc_revenue_ratio
Business direction, financial quality, capital allocation, and governance evidence remain separate—never collapsed into a recommendation score.
Interpretation boundary Direction describes measurable company fundamentals. Governance reports observable evidence only; it does not grade management character or predict stock returns.
Latest available comparable states within 180 days, normalized with robust median/MAD statistics.
The most important deterministic changes, ranked by magnitude, issuer history, persistence, and accounting profile.
Cash & equivalents changed -15.1% from the comparable as-filed period. The change ranks at the 16th percentile of 136 prior comparable changes.
Debt changed +0.2% from the comparable as-filed period. The change ranks at the 85th percentile of 34 prior comparable changes.
Gross margin changed -65 basis points from the comparable as-filed period. The change ranks at the 19th percentile of 75 prior comparable changes.
Each point keeps the date investors could first observe it and its accession.
TWLO · as filed with the SEC · reported-date aware
Direct SEC links, filing dates, report periods, and amendment flags.
0001447669-26-000096SEC ↗4Aug 12, 2026Period Aug 12, 20260001104659-26-095185SEC ↗4Aug 12, 2026Period Aug 10, 20260001447669-26-000094SEC ↗10-QAug 7, 2026Period Jun 30, 20260001447669-26-000092SEC ↗8-KAug 6, 2026Period Aug 6, 20260001447669-26-000088SEC ↗4Jul 8, 2026Period Jul 6, 20260001447669-26-000077SEC ↗4Jul 7, 2026Period Jul 2, 20260001447669-26-000075SEC ↗Transaction semantics distinguish purchases, sales, awards, exercises, withholding, and derivatives.
| Filed / transacted | Reporting owner | Semantics | Shares | Price | Notional | Source |
|---|---|---|---|---|---|---|
| Aug 17, 2026Filed Aug 19, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 610 | $233 | $142,328 | Form 4 ↗ |
| Aug 17, 2026Filed Aug 19, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 310 | $234 | $72,633 | Form 4 ↗ |
| Aug 17, 2026Filed Aug 19, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 304 | $235 | $71,426 | Form 4 ↗ |
| Aug 17, 2026Filed Aug 19, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 170 | $238 | $40,477 | Form 4 ↗ |
GrossPattern stores immutable raw artifacts, accession-scoped facts, parser and metric versions, dependency edges, quality state, and channel-specific publication rights. A restricted or unknown ancestor blocks the page and API automatically.
SEC source policy ↗Raw value 9.47% · OPTIONAL
Gross profit changed +20.4% from the comparable as-filed period. The change ranks at the 31th percentile of 75 prior comparable changes.
Net income changed +4659.4% from the comparable as-filed period. The change ranks at the 100th percentile of 85 prior comparable changes.
Operating income changed +128.6% from the comparable as-filed period. The change ranks at the 79th percentile of 75 prior comparable changes.
Operating margin changed +263 basis points from the comparable as-filed period. The change ranks at the 17th percentile of 75 prior comparable changes.
Method note “Materiality” here is an analytical magnitude band, not a legal conclusion. Full filing-text semantic changes remain unpublished while excerpt rights and review thresholds are unresolved.
Latest supported period in this snapshot: 2026-06-30. Duration facts use direct quarterly or annual SEC contexts; GrossPattern does not manufacture missing Q4 values.
0001965469-26-000013| Aug 12, 2026Filed Aug 12, 2026 |
| Stafman AndrewDirector |
| Open Market SaleIndirect |
| 500,000 |
| $247 |
| $123.5M |
| Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 487 | $249 | $121,343 | Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 357 | $251 | $89,548 | Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 1,504 | $252 | $378,613 | Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 628 | $253 | $158,602 | Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 190 | $254 | $48,176 | Form 4 ↗ |
| Aug 10, 2026Filed Aug 12, 2026 | ROTTENBERG ERIKADirector | Open Market SaleIndirect | 334 | $255 | $85,096 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 2,773 | $207 | $573,970 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 1,000 | $208 | $208,484 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 2,300 | $210 | $483,178 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 4,434 | $211 | $936,724 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 2,891 | $212 | $613,941 | Form 4 ↗ |
| Jul 6, 2026Filed Jul 8, 2026 | Shipchandler KhozemaChief Executive Officer | Open Market SaleDirect | 1,060 | $213 | $226,046 | Form 4 ↗ |
| Jul 2, 2026Filed Jul 7, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 8,528 | $205 | $1.8M | Form 4 ↗ |
| Jun 30, 2026Filed Jul 2, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 1,340 | $199 | $267,026 | Form 4 ↗ |
| Jun 30, 2026Filed Jul 2, 2026 | Viggiano AidanChief Financial Officer | Open Market SaleDirect | 2,304 | $200 | $461,453 | Form 4 ↗ |