Datadog Inc (DDOG) — Quality & forensics
As of 2026-09-16 — refreshed nightly. Closelook readings from an investment research diary, not ratings or advice.
The Closelook module scores
- Valuation 17
- Quality 42
- Growth 79
- Balance sheet 45
- Cash quality 79
- Capital allocation 12
- Momentum 73
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
Sits in the safe zone (above 2.99). The Z-Score estimates financial-distress risk from five balance-sheet and earnings ratios.
Nine binary fundamental-strength checks across profitability, leverage and operating efficiency.
Screens reported earnings for statistical manipulation patterns — below the −1.78 manipulation-risk threshold. A screen, not an accusation.
Continue: the DDOG chart & overview · the earnings record
FAQ · from the current data · as of 2026-09-16
Quick answers
What is Datadog Inc's Closelook quality reading?
The composite reads 53/100 across 7 modules, as of 2026-09-16: valuation 17, quality 42, growth 79, balance sheet 45, cash quality 79, capital allocation 12, momentum 73. Closelook scores are research diary readings, not ratings or investment advice.
What is Datadog Inc's Altman Z-Score?
17.58, which sits in the safe zone (above 2.99) as of 2026-09-16. The Altman Z-Score estimates financial distress risk from five balance-sheet and earnings ratios.
What is Datadog Inc's Piotroski F-Score?
6 of 9, as of 2026-09-16. The F-Score counts nine binary fundamental-strength signals across profitability, leverage and operating efficiency.
What does Datadog Inc's Beneish M-Score indicate?
-2.86 — below the −1.78 manipulation-risk threshold, as of 2026-09-16. The M-Score screens reported earnings for statistical manipulation patterns; it is a screen, not an accusation.
Mentioned on Closelook
Where DDOG appears in the diary — 24 pieces, newest first. Every link is our own writing.
Go deeper
- The Agentic Winners 25A Leading Indicator for the Agentic Software RotationDossier · $49 one-time, or included in C+
- Agentic Application Software: The SaaSpocalypse MapVertical agents, copilots, and which enterprise software companies survive AI disruption — and which don't.Dossier · $39 one-time, or included in C+
Long reads
- The Agentic Winners 25
Datadog observes agent behaviour, monitors latency, and traces failures across distributed agent chains.
- Agentic Application Software: The SaaSpocalypse Map
Long AI infrastructure from Strand 2: Datadog (DDOG — observability gravity), Cloudflare (NET — edge distribution), Snowflake (SNOW — data gravity), MongoDB (MDB — developer ecosystem), Pure Storage (PSTG — ICMS context memory), Elastic…
- Agentic Infrastructure Software: The Orchestration Layer
Datadog (DDOG) · Dynatrace (DT) · HiddenLayer · Arize AI · Weights & Biases · Rubrik (RBRK) · CrowdStrike (CRWD) Edge & Distribution Layer 5 — The Delivery Network Cloud dependency kills latency and drains battery.
101 and glossary
- Agentic Accounting: When AI Moves from R&D to Cost of Goods Sold
Companies that benefit are those providing the infrastructure for AI COGS : cloud providers (AWS, Azure, GCP), observability platforms (Datadog — monitoring inference costs), and FinOps tools that help companies optimize AI spending.
- Agentic AI: Who Eats Whose Lunch — A Concrete Winner/Loser Map
Cloud compute: AWS, Azure, GCP — agents run on their infrastructure Data platforms: Snowflake, Databricks — agents need data to act on Observability: Datadog, Elastic — monitoring agent behavior at scale Semiconductor: The entire 6-layer…
- The Digital Labor Economy: Outcome Credits, Agent Identity, and Value Auditing
Key Companies NET Cloudflare Zero Trust for agent identity management DDOG Datadog Agent observability and performance measurement OKTA Okta IAM — extending to non-human identity PANW Palo Alto Networks Agent security and access governance
Dailies
- Brent closes above $100 for the first time since July and the 10-year hits 4.86%: Wall Street falls a third day while Cloudflare +10%, Datadog +7% and Meta +7% catch the money the chip leaders gave back
Under the fall, the midday flip held into the close: Cloudflare +10.5% on its OpenAI security service, Datadog +7.2%, Meta +6.6% on its Muse agent, Marvell +4.3%, Astera Labs +4.0%, while Nvidia, Broadcom, TSMC and ASML slipped and AMD…
- Chips lead the market down as oil tops $105 and the 10-year hits 4.92%: Micron −4%, Intel −4%, Nvidia −2.5% — while software posts its first up day in six and Apple gains 3%
The iShares software ETF is up 0.5% at $102.38, its first gain in six sessions, with ServiceNow +2.1%, Salesforce +0.6%, Datadog +0.5% and Shopify +0.3% after two heavy days; Cloudflare −0.2% at $313 and Meta −0.2% at $652 are holding…
- The trade flips at midday: chips fade, software bounces — Meta +6%, Cloudflare +9%, Datadog +6% while oil holds $101 and the 10-year hits 4.85%
The semiconductor ETFs opened higher and have given it all back, Nvidia, Broadcom, TSMC and ASML are lower, and the buying has moved to names with a catalyst: Cloudflare +9% on an OpenAI security partnership, Datadog +6%, Meta +6% on its…
- From Silicon Scarcity to Software Scarcity: The Next AI Bottleneck Is Permission to Act, and the Market Graded It This Week
In the eight-layer stack the thesis describes, Snowflake (context) reported a third quarter of accelerating growth and jumped 20% after hours; MongoDB (operational state) beat and fell 13.5%; Palo Alto (identity) beat and fell 9.3%…
- Chips up, software down: Nvidia leads a split rebound while the bond market catches its breath
The selling has spread to the whole AI-software group: Cloudflare (NET), Datadog (DDOG), ServiceNow (NOW) and Samsara (IOT), which reports tomorrow, are all lower, and together they are the main weight on the software ETF.
- Seoul extends the reversal into a shut Tokyo — and the bond coil breaks its line on CPI eve
Semis fell hard Monday — SOXX −2.6% close-to-close — while software went the other way at size: IGV +2.3%, CLOU +3.0%, and DDOG +11.5% on day three of its post-print window, closing near the session high at 260.78 (still −7.9% below its…
- Tokyo reversed the silent selling overnight — Seoul joined, then faded at the close
CRWV Tuesday, NBIS Wednesday, AMAT later in the week; the DDOG three-session scorecard window also closes tonight.
- TSMC prints +45%, the rotation pays the whole chain — and the bond coil leaks into the referee
Datadog's three-session scorecard window closes at tonight's bell with the stock +6.7% on day three — the card gets scored as found.
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