Infrastructure Software Momentum Persists, but Dispersion Warrants Selective Positioning Ahead of 1Q26 Results

Core Conclusions

The infrastructure software cohort enters 1Q26 with the strongest demand backdrop in several quarters, supported by accelerating hyperscaler growth, rising CIO software budgets, and broad-based beats from Atlassian, Palantir, Datadog, JFrog, and Akamai. Yet the magnitude of forward estimate revisions seen at Datadog is unlikely to be replicated across Snowflake, MongoDB, or Elastic, due to tougher YoY compares in Q2 and guidance setups that are already partially premium-priced. MongoDB offers the best risk-reward given constructive channel checks, traction with AI-native workloads, and a reset of near-term expectations; Snowflake is intriguing but faces an unquestionably difficult Q2 product revenue compare; Elastic remains a steady compounder whose re-rating depends on AI monetization evidence.

What the Market May Be Underappreciating

The market may be underestimating three disconnects:

1. Q1 beats will be "pass-through" for Snowflake and MongoDB, but Elastic faces a mixed initial FY guide. Snowflake management has signaled smaller beats (<3%) alongside stronger sequential guides. Consensus already embeds ~30% YoY product revenue growth for Snowflake in Q1 and ~27% in FY27. Upside from a beat is unlikely to trigger material re-rating given the ~1.35x EV/CY27 FCF (growth-adjusted) valuation, in line with large-cap peers.

2. MongoDB's AI tailwind is more immediate than Street models reflect. Azure Cosmos is starting to see AI consumption uplift, and MongoDB’s role as a customer-facing operational database means AI workload benefits come sooner than for analytical systems. Channel checks point to solid traction with RAG and Atlas Vector Search. The ~2.01x growth-adjusted FCF multiple (vs. large-cap peers 1.32x) reflects a premium already, but if Q1 beats 3%+ and FY guidance is raised above consensus (currently ~80bps below our estimate), the stock could reclaim its historical premium to SMid-cap peers.

3. GitLab and PagerDuty face structural bears that will not be disproven this quarter. GitLab's Q4 showed record net-new ARR and strong enterprise demand, but partner feedback points to “steady to decelerating” momentum, not acceleration. PagerDuty’s ARR growth is stuck at ~1% YoY, with seat compression and CEO transition adding risk. These are show-me stories where a beat-and-raise is already discounted.

Evidence Chain

Demand backdrop: The 1Q26 CIO Survey shows increased 2026 software budget growth expectations; public cloud hyperscaler growth has accelerated for the fourth consecutive quarter. On-calendar channel checks confirm healthy spending, especially in data infrastructure and AI-related workloads.

Snowflake (OW, PT $245): Product revenue estimate calls for a 2.5% beat vs. guidance midpoint ($32M), implying sustained 30% YoY. Q2 consensus expects ~6% QoQ (~26% YoY). Management has been guiding for smaller beats but stronger sequential guides. Full-year product revenue outlook likely revised to ~27.5% from ~26.5%. Valuation at 1.35x growth-adjusted FCF is in line with large-cap software (1.32x), leaving limited near-term re-rating. Checks show no evidence of customers cutting Snowflake to fund AI; Cortex and Snowflake Intelligence adoption is rising but early.

MongoDB (OW, PT $335): Q1 subscription revenue likely beats by 3% ($20M), implying +24.9% YoY vs. consensus +21%. Atlas growth expected at +28-29% YoY (2-3pts ahead of guidance). Non-Atlas is bouncing from depressed levels, expected +16% YoY. Q2 guide of ~19% YoY would be ~60bps above consensus. FY27 guide likely raised to 18-19% YoY (~80bps above consensus). Shares are up 35%+ from intra-quarter lows and now trade at 2.01x growth-adjusted FCF, a premium to large-cap peers. The key risk: competition from Postgres and hyperscaler-native databases, and the need for large enterprise wins to sustain growth above mid-20s.

Elastic (OW, PT $73): Q1 Elastic Cloud likely beats by $2-3M, implying ~21.5% YoY. Self-managed also beats by ~$5M. Total subscription revenue estimated at $428M (+18.3% YoY vs. consensus $420.5M). FY27 consensus expects +13.5% revenue growth (vs. 17.0% in FY26), reflecting deceleration. Valuation at 12.2x EV/CY27 FCF / 0.46x growth-adjusted is a 50% discount to SMid-cap peers (16.0x / 0.93x). Re-rating requires evidence that Elastic’s security and search tailwinds accelerate AI monetization.

Other names: PagerDuty (EW, PT $7) remains challenged; ARR growth ~1% YoY, DBNRR at 98%. CEO transition adds uncertainty. UiPath (EW, PT $17) faces rising competition from ServiceNow and Microsoft; partner checks are mixed, with Maestro positive but monetization distant. GitLab (EW, PT $29) is a transition year; no re-acceleration catalyst visible. C3.ai (UW, PT $6) revenue declining, heavy losses.

Key Divergences and Risks

Risks to SNOW/MDB/ESTC:

• Q2 YoY compares are difficult for both SNOW (26% growth vs. 30% in Q1) and MDB (19% vs. ~25%). Any guide below consensus would reset valuations.
• Competition from hyperscalers (AWS, Azure, GCP) is intensifying, especially in database and search.
• AI monetization remains early; if consumption uplift disappoints, growth deceleration could accelerate.

Risks specific to MDB:

• Premium valuation (2.01x growth-adjusted) leaves little room for error. If Q1 beat is <3% or FY guide is not raised, shares could de-rate.
• Azure Cosmos AI tailwind may not be replicable across the broader customer base.

Risks specific to SNOW:

• Q2 product revenue compare is “unquestionably difficult,” per evidence. Even if Q1 beats, Q2 guidance in line could cap upside.
• Large-cap peer valuation (~1.35x) limits multiple expansion; alpha must come from fundamental beats.

Risks to non-core names:

• PD: Continued ARR deterioration, CEO transition, platform consolidation risk.
• PATH: Competition from ServiceNow and Microsoft in RPA/agentic; EMEA macro risk (33% of FY26 revenue).
• GTLB: NRR moderating to ~118%, price-sensitive customer pressure, Duo monetization slow.

Valuation or Trading Implications

• Preferred MongoDB entering results: Best combination of likely beat (3%+), guide raise (Q2 19% YoY, FY27 18-19%), and AI narrative tailwind. The stock has already re-rated but still offers 20%+ upside to our PT of $335 if FY27 estimates are revised up ~$24M.
• Snowflake: hold through earnings, but re-rating limited. A beat-and-pass-through is the base case. Short-term upside is capped by Q2 compare. Long-term holders should accumulate on any post-earnings weakness.
• Elastic: steady but needs catalyst. Q1 beat likely modest; initial FY guide will set the tone. Valuation discount provides a floor but re-rating requires AI monetization proof.
• Avoid PD and AI. Both face structural headwinds that a single quarter cannot disprove.
• Watch GitLab for any sign of acceleration; but current data points to deceleration, so wait for better entry.

Appendix: Key Data Summary (Selected)