Twilio Inc (TWLO) — Quality & forensics

As of 2026-08-06 — refreshed nightly. Closelook readings from an investment research diary, not ratings or advice.

The Closelook module scores

59 /100 composite · 7 modules · software-infra weight set

Valuation 43
Quality 34
Growth 69
Balance sheet 65
Cash quality 79
Capital allocation 68
Momentum 67

Scores are computed nightly across the coverage universe and read relative to it — the methodology lives in the company-scoring explainer.

Financial forensics — the academic screens

8.90 Altman Z-Score

Sits in the safe zone (above 2.99). The Z-Score estimates financial-distress risk from five balance-sheet and earnings ratios.

6/9 Piotroski F-Score

Nine binary fundamental-strength checks across profitability, leverage and operating efficiency.

-2.84 Beneish M-Score

Screens reported earnings for statistical manipulation patterns — below the −1.78 manipulation-risk threshold. A screen, not an accusation.

Continue: the TWLO chart & overview · the earnings record

FAQ · from the current data · as of 2026-08-06

Quick answers

What is Twilio Inc's Closelook quality reading?

The composite reads 59/100 across 7 modules, as of 2026-08-06: valuation 43, quality 34, growth 69, balance sheet 65, cash quality 79, capital allocation 68, momentum 67. Closelook scores are research diary readings, not ratings or investment advice.

What is Twilio Inc's Altman Z-Score?

8.90, which sits in the safe zone (above 2.99) as of 2026-08-06. The Altman Z-Score estimates financial distress risk from five balance-sheet and earnings ratios.

What is Twilio Inc's Piotroski F-Score?

6 of 9, as of 2026-08-06. The F-Score counts nine binary fundamental-strength signals across profitability, leverage and operating efficiency.

What does Twilio Inc's Beneish M-Score indicate?

-2.84 — below the −1.78 manipulation-risk threshold, as of 2026-08-06. The M-Score screens reported earnings for statistical manipulation patterns; it is a screen, not an accusation.