FROG’s software-supply-chain position is gaining demand and monetization support, with channel strength and enterprise expansion offering upside to expectations.
The bull case risks overestimating AI’s near-term revenue contribution, while an incident involving Artifactory exposes downside and reputational risk.
FROG led vendor scores in Baird's Q3 channel survey at +46.7%.
NET and FROG led vendor scores at +46.7%, FTNT improved to +33.3%, while VRNS deteriorated sharply to -6.7% and RPD remained weakest at -33.3%.
Funda.AI flagged near-term downside risk to the company given Artifactory's role in the HF incident.
BofA identifies the company as one of the 'Fab Five' infrastructure software names best positioned for 2H outperformance, benefiting from strong execution, AI tailwinds, differentiated products, and improving go-to-market effectiveness.
The company delivered better-than-expected results in 1Q, with AI increasingly acting as a growth accelerator.
BofA notes AI-driven demand for the company.
BofA highlighted DDOG, FROG, MDB, SNOW, and TWLO as its preferred infrastructure software names for 2H26, arguing all five are benefiting from the combination of strong execution, AI tailwinds, differentiated products, and improving go-to-market effectiveness.
The firm noted each company delivered better-than-expected results in 1Q, with AI increasingly becoming a growth accelerator rather than a future opportunity. BofA is particularly constructive on DDOG’s AI business, accelerating adoption at SNOW, AI-driven...
BofA raised its PT following channel checks that pointed to improving demand trends across observability, security, and software supply-chain tooling.
Increasing AI-driven application complexity and enterprise modernization are driving stronger need for best-of-breed monitoring/security platforms, with the company seeing healthy traction around software supply-chain/security workflows.
BofA believes the company could continue delivering upside to Street estimates given improving execution and resilient infrastructure software spending trends.
DDOG/FROG: BofA Raises PTs Following More Constructive Infrastructure Software Demand Checks
Stifel raised its price target following customer surveys that pointed to solid FY26 spend growth, with larger enterprise customers continuing to ramp usage.
Stifel highlighted security/compliance upgrades as the clearest monetization driver, with premium security adoption already reaching 52% and nearly all existing customers planning further expansion.
AI/coding assistant adoption is widespread, but the throughput uplift into Artifactory/storage is more gradual than explosive given caching/deduplication dynamics.
Research through 2026-10-20 · 2026-05-26 to 2026-10-20 · 5 source reports.
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Research through 2026-11-06. Artifact validity does not establish factual accuracy or research freshness.