Snowflake vs Datadog
Two enterprise software franchises growing at almost the same speed — and an eleven-point gap anyway. This pairing shows what the Blitz Index actually pays for: not growth, but the kind of moat the growth is building.
Snowflake by 11
| Item | Max | Snowflake | Datadog |
|---|---|---|---|
| A · Speed | 19 | 18 | |
| A1 · Growth | / 10 | 8 | 8 |
| A2 · Capital velocity | / 5 | 4 | 3 |
| A3 · Hiring & productivity | / 5 | 3 | 3 |
| A4 · Share velocity | / 5 | 4 | 4 |
| B · Moat | 43 | 40 | |
| B1 · Network effects | / 18 | 12 | 8 |
| B2 · Distribution scalability | / 18 | 10 | 12 |
| B3 · Market size | / 12 | 10 | 10 |
| B4 · Gross margin | / 12 | 11 | 10 |
| C · Creative destruction | 14 | 9 | |
| C1 · Order being replaced | / 5 | 5 | 3 |
| C2 · Irreversible behavior change | / 5 | 5 | 4 |
| C3 · Cost-structure change | / 5 | 4 | 2 |
| D · BlitzFailing demerits | 0 | −2 | |
| D1 · Debt | / 10 | 0 | 0 |
| D2 · Revenue quality | / 10 | 0 | 0 |
| D3 · Governance | / 5 | 0 | −2 |
| D4 · Regulatory & social cost | / 5 | 0 | 0 |
| Blitz Index total | 76 | 65 | |
The success line is 65. Demerits (section D) are subtracted; a demerit total of 15 or more flags a company for BlitzFailing watch. Scores as of the 2026 Q4 review (October 21, 2026).
Speed — level, and quietly re-accelerating on both sides
Speed is nearly a tie, 19–18 to Snowflake. Snowflake’s trailing revenue is about $5.4B, up roughly +32%, with Q2 FY2027 at +35% year on year. Datadog has grown at +24% or more for twelve straight quarters and re-accelerated through 2026 (+32%, then +36% in the first half), with FY2026 guidance of $4.45–4.47B. Neither is a 40%+ blitz anymore; both are large franchises still compounding at rates most software companies never reach. The difference in this pairing is not here.
Moat — a network versus a lock-in
The moat gap (43 vs 40) is concentrated in a single item: network effects, 12 vs 8. Snowflake’s data-sharing and clean-room marketplace means each of its 828 customers spending over $1M a year makes the platform more useful to the others, and a 126% net revenue retention rate prices that in — even if retention has cooled from 158% in 2020. Datadog, by the scorecard’s structural judgment, has no direct network effect at all: its 8 rests on ecosystem lock-in instead (85% of customers use two or more products, 37% use six or more). Datadog actually wins distribution, 12 vs 10 — land-and-expand against Snowflake’s heavier enterprise sales motion, where sales and marketing still consumes 44% of revenue. Both earn elite gross margins (Snowflake 67% GAAP, Datadog a 79–82% band), scored 11 and 10.
Creative destruction and demerits — the completed wave versus the contested one
Creative destruction is the widest split: 14 vs 9. Snowflake gets full marks for a replacement that is essentially finished (C1: 5) — on-premise data warehouses gave way to provisioned-in-minutes, consumption-priced cloud platforms, and that behavior change does not reverse (C2: 5). Datadog rides the same cloud migration, but its replacement wave now runs both ways: Gartner’s warning, cited in the scorecard, is that OpenTelemetry and eBPF are commoditizing telemetry collection and lowering the switching barriers Datadog depends on (C1: 3, C3: 2). Finally, Snowflake is one of the cleanest cards in the index — zero demerits — while Datadog pays −2 for a dual-class structure that leaves its two founders with about a third of the vote. That is how an 11-point gap forms between two companies growing at the same speed, and why Datadog sits exactly on the 65 success line while Snowflake clears it comfortably.
Full scorecards: Snowflake — Blitz Index 76 · Datadog — Blitz Index 65
Run your own pairing: open this pair in the interactive compare tool, or pick any two of the 96 scored companies.
How to read this
Both companies passed the same two gates before scoring: real product-market traction (G1), and a ten-year market ceiling of at least ten times current revenue (G2). The Blitz Index then grades speed (25), moat (60) and creative destruction (15), and subtracts BlitzFailing demerits (up to −30) for debt, revenue quality, governance and regulatory cost. The model is frozen at v1.0; past scores are never silently rewritten. Our own pre-registered tests found the score measures business quality — it does not predict stock returns.