Data as of:
LIVE
FROG
JFrog Ltd. · Technology
$100.07
+25.42% this month
VERSUS
COMPARE
DDOG
Datadog, Inc. · Technology
$237.04
-11.54% this month
Scoreboard verdict
Across AI score, momentum, valuation, upside, operating margin
FROG
1
DDOG
4
Comparison scoreboard
DDOG LEADS 4/5AI Score
FROG 37.4
DDOG ✓65.3
1Y Return
FROG ✓+102.69%
DDOG +73.43%
Fwd P/E
FROG 87.40
DDOG ✓79.83
Target Up.
FROG +11.92%
DDOG ✓+20.34%
Op. Margin
FROG -7.12%
DDOG ✓0.67%
Metrics last refreshed: 8/31/2026
Quick take
FROG vs DDOG: JFrog vs Datadog Stock Comparison: AI Score, Valuation, Performance and Upside
JFrog provides the industry-standard artifact management platform deeply embedded in enterprise software supply chains, while Datadog is the leading cloud observability platform monetizing usage-based across 15+ products. Both serve enterprise DevOps and cloud teams but at different points in the software delivery lifecycle.
FROG vs DDOG is software artifact management with supply chain security versus cloud observability with usage-based expansion — JFrog offers deep switching costs from artifact repository lock-in; Datadog offers broader platform expansion across a massive cloud monitoring market.
Live analysis · updated 8/31/2026
DDOG holds the edge across 4 of 5 key metrics in this comparison. FROG has delivered stronger 1-year price return (+102.69% vs +73.43%), though DDOG has the better forward P/E setup (79.83x vs 87.40x for FROG). DDOG leads on both revenue growth (35.60%) and operating margin (0.67%), suggesting a stronger fundamental setup on both dimensions. Analyst consensus implies meaningfully more upside for DDOG (+20.34%) than for FROG (+11.92%).
Want a full valuation workup? 16-section report — AI Score, Monte Carlo forecast, bull/bear case, DCF, and more.
Normalized 1Y performance
FROG
DDOG
Recent returns
FROG
DDOG
Analyst price targets & sentiment
FROG · 22 analysts
STRONG BUYHOLDSTRONG SELL
Strong Buy (1.4/5.0)
Price target range
analyst low$90.00
analyst high$120.00
analyst mean$112.00
current price$100.07
+11.9% upside to analyst mean
DDOG · 38 analysts
STRONG BUYHOLDSTRONG SELL
Buy (1.6/5.0)
Price target range
analyst low$115.00
analyst mean$285.18
current price$237.04
+20.3% upside to analyst mean
Who should consider this stock?
FROG may suit investors who:
- want DevOps tooling with Artifactory's deep artifact management switching costs
- value software supply chain security expansion as a natural adjacency to artifact management
- prefer a slower-growth, higher-retention enterprise tooling platform at a lower growth multiple
- believe ML model management within JFrog is a significant growth vector as AI operationalization scales
DDOG may suit investors who:
- prefer the broader cloud observability platform with usage-based revenue scaling with cloud growth
- value Datadog's 15+ product platform breadth and 120%+ net revenue retention
- want faster-growth cloud monitoring exposure across infrastructure, APM, logs, SIEM, and AI observability
- are comfortable paying a premium multiple for Datadog's platform expansion track record
Performance & AI score
| Metric | FROG | DDOG |
|---|---|---|
| AI score | 37.4 | 65.3 |
| AI rank | #1362 | #68 |
| Latest close | $100.07 | $237.04 |
| 1M return | +25.42% | -11.54% |
| 6M return | +149.24% | +113.34% |
| 1Y return | +102.69% | +73.43% |
$10,000 invested — hypothetical growth (dividends reinvested)
How much would $10,000 be worth today if invested at the start of each period, with all dividends reinvested?
| Period | FROG | DDOG |
|---|---|---|
| 1Y ago | $20.9K (+109.0%) started 2025-09-02 | $17.6K (+76.0%) started 2025-09-02 |
| 5Y ago | $26.03K (+160.3%) started 2021-08-31 | $17.46K (+74.6%) started 2021-09-01 |
| 10Y ago | $15.45K (+54.5%) started 2020-09-16 | $63.13K (+531.3%) started 2019-09-19 |
Hypothetical — past performance does not guarantee future results.
Valuation & upside potential
| Metric | FROG | DDOG |
|---|---|---|
| Market cap | $12.34B | $85.09B |
| Trailing P/E | N/A | 473.96 |
| Forward P/E | 87.40 | 79.83 |
| Price/Sales | 20.57 | 14.88 |
| EV/Revenue | 18.94 | 20.52 |
| Analyst target | $112.00 | $285.18 |
| Target upside | +11.92% | +20.34% |
Growth, profitability & risk
| Metric | FROG | DDOG |
|---|---|---|
| Revenue growth | 28.70% | 35.60% |
| Earnings growth | N/A | 1498.50% |
| EPS growth | N/A | +1498.50% |
| FCF margin | +33.80% | +26.51% |
| Operating margin | -7.12% | 0.67% |
| Profit margin | -7.35% | 4.48% |
| ROIC proxy | -4.93% | 4.70% |
| Return on equity | -4.93% | 4.70% |
| Dividend yield | 0.00% | N/A |
| Beta | 1.25 | 1.51 |
| Debt/equity | 1.52 | 29.26 |
| Current ratio | 2.13 | 3.21 |
| Quick ratio | 2.02 | 3.10 |
Drawdown & downside risk
Lower drawdown and smaller single-period drops generally indicate a smoother ride, though they do not guarantee lower future risk.
1Y risk snapshot
FROG max drawdown49.62%
DDOG max drawdown48.62%
FROG max wkly drop32.76%
DDOG max wkly drop18.04%
5Y risk snapshot
FROG max drawdown56.59%
DDOG max drawdown68.11%
FROG max wkly drop32.76%
DDOG max wkly drop23.41%
10Y risk snapshot
FROG max drawdown80.38%
DDOG max drawdown68.11%
FROG max wkly drop32.76%
DDOG max wkly drop30.02%
Performance metrics by period
| Period | Metric | FROG | DDOG |
|---|---|---|---|
| 1Y | Growth | +109.00% | +75.99% |
| CAGR | +109.96% | +76.57% | |
| Sharpe ratio | 1.32 | 1.09 | |
| Max drawdown | 49.62% | 48.62% | |
| Max daily drop | 24.94% | 19.03% | |
| Max wkly drop | 32.76% | 18.04% | |
| 5Y | Growth | +160.33% | +74.59% |
| CAGR | +21.09% | +11.80% | |
| Sharpe ratio | 0.54 | 0.40 | |
| Max drawdown | 56.59% | 68.11% | |
| Max daily drop | 27.52% | 19.03% | |
| Max wkly drop | 32.76% | 23.41% | |
| 10Y | Growth | +54.45% | +531.26% |
| CAGR | +7.57% | +30.36% | |
| Sharpe ratio | 0.34 | 0.66 | |
| Max drawdown | 80.38% | 68.11% | |
| Max daily drop | 27.52% | 19.03% | |
| Max wkly drop | 32.76% | 30.02% |
Business comparison
| Category | FROG | DDOG |
|---|---|---|
| Company | JFrog Ltd. | Datadog, Inc. |
| Sector | Technology | Technology |
| Industry | N/A | Software - Application |
| Core business | Software supply chain management platform whose Artifactory product is the industry standard repository for storing and managing binary software artifacts (containers, packages, libraries). JFrog also provides security scanning (Xray), distribution, and ML model management. | Cloud observability and security platform that monitors infrastructure, applications, logs, and user experience across cloud, hybrid, and on-premise environments. Datadog earns usage-based revenue that scales with customer cloud workloads. |
| Investor focus | Artifactory platform expansion into security, ML, and enterprise DevOps workflows, ARR growth, net revenue retention, and cloud SaaS migration from self-hosted deployments. | Revenue growth from new products (SIEM, AI observability, cloud security), net revenue retention, large customer expansion, and operating margin improvement. |
FROG strengths
- Artifactory is deeply embedded in enterprise software delivery pipelines — switching is extremely painful as all binary artifacts are stored and managed within it
- Security expansion (Xray) naturally integrates with the artifact repository for software supply chain security scanning at the point of build
- ML model management is a new growth vector as enterprises operationalize AI models within JFrog's artifact management platform
DDOG strengths
- Usage-based revenue model creates revenue that scales naturally with customer cloud workload growth
- Breadth of platform (15+ products) creates high customer stickiness across infrastructure monitoring, APM, logs, SIEM, and AI observability
- Net revenue retention consistently above 120% demonstrates powerful platform expansion within existing customers
Risks to watch — FROG
- JFrog's growth rate is moderate compared to higher-growth cloud observability peers like Datadog
- Self-hosted Artifactory deployments are large — cloud migration to JFrog Cloud is a key growth driver but a slow transition for large enterprises
- Competition from GitHub Packages, GitLab Registry, and cloud-native artifact registries from AWS and GCP
Risks to watch — DDOG
- Datadog's valuation reflects high growth expectations that must be sustained over many years
- Competition from Dynatrace, Splunk (Cisco), and cloud-native observability tools from AWS, Azure, and GCP
- Usage-based revenue model creates revenue volatility if customers optimize cloud spending in uncertain economic environments
Frequently asked questions
Free public comparison
Want deeper AI forecasts?
This comparison page is public and free forever. Subscribers can unlock saved watchlists, full AI rankings, detailed forecasts, and interactive analysis tools.
In-Depth Reports
Full valuation workup with AI Score, Monte Carlo forecast, and bull/bear case — free preview, premium data from $3.99.
Related comparisons
DOCN vs DDOG
Cloud Infra vs Observability Platform
DDOG vs DT
Which Observability Stock Is Better?
GTLB vs DDOG
DevSecOps Platform vs Observability Leader
DDOG vs CSCO
Independent Observability vs Enterprise Platform
PD vs DDOG
Incident Management vs Full Observability Platform
DDOG vs SUMO
Observability Platform Compared
More comparisons
Browse all 1,000 comparisons