JFrog Ltd. research snapshot

FROG AI Stock Analysis

FROG AI stock analysis as of August 3, 2026 reads JFrog as a high-quality software supply chain platform whose Artifactory system of record sits deep inside enterprise CI/CD, security, and AI binary workflows. Q1 2026 revenue rose 26% to $154.0 million, cloud revenue jumped 50% to $78.9 million and reached 51% of total sales, trailing four-quarter net dollar retention hit 120%, and free cash flow was $37.3 million. The caution is price and timing. FROG closed at $79.79 on July 31, 2026, about 19% below the $98.10 all-time closing high set on July 6, 2026, pressured by a mid-July zero-day speculation tied to an OpenAI disclosure, a Morgan Stanley downgrade, and a broad software selloff, even as several banks raised targets to $100 to $105. Market cap is $9.66 billion, the forward P/E near 84x is still rich, and Q2 2026 results are due August 6, 2026. The FROG AI stock forecast is scenario-based, not a precise price prediction, and depends on whether cloud growth, security attach, Enterprise+ expansion, free cash flow conversion, and the post-correction multiple can support the price through that report.

Current price

$79.79 close on July 31, 2026

Market cap

$9.66 billion

AI score

68 / 100

Rating

High-quality software supply chain platform with strong cloud momentum, but the stock has corrected about 19% from its early July high and still trades near 84x forward earnings before an August 6, 2026 report

Trend status

Pullback within a longer uptrend. Price fell from the July 6, 2026 all-time closing high near $98.10 to $79.79, now below the 20-day and 50-day moving averages but above the 100-day and 200-day averages, with RSI near 45 and ADX showing a short-term bearish direction

Data cutoff (updated monthly)

August 4, 2026

Informational use only. This page is not investment advice.

Research quality check

information Richness
A-level information richness. JFrog has current company releases, SEC filings, StockAnalysis, Macrotrends, Barchart technical data, and active analyst coverage since its 2020 IPO. The July 2026 pullback generated fresh analyst price target changes, conference announcements, and a security-themed news cycle that is well documented.
bias Check
The main AI bias risks are anchoring on the early July peak and repeating the AI coding agents create a binary explosion narrative while the stock has corrected about 19%. The mid-July Raymond James note about an OpenAI zero-day disclosure briefly cut the stock about 5%; Raymond James later said it was not suggesting JFrog products contain a vulnerability, and the pullback should not be treated as confirmed negative news. Underweighted inputs include still-negative GAAP earnings, heavy share-based compensation dilution, competition from GitHub, GitLab, Sonatype, and cloud-native registries, and the risk that cloud usage overages prove less durable than the bull case assumes.
ai Confidence
High for company-reported Q1 2026 revenue, cloud mix, free cash flow, cash and investments, customer counts, RPO, FY2025 annual results, and FY2026 guidance. High for price, market cap, valuation ratios, analyst targets, and moving averages as of July 31, 2026. Medium for near-term technical levels because technical data changes daily and vendors differ. Medium-low for multi-year AI consumption durability beyond management commentary and analyst forecasts.
investment Certainty
Medium. Business quality, switching costs, and cloud acceleration are visible in reported metrics and the price reset has improved the risk and reward balance versus early July, but investment certainty is still limited because the stock embeds a premium multiple and faces an earnings event on August 6, 2026, plus competition and dilution risks.

Quick verdict table

DimensionConclusionConfidence
Business qualityJFrog sells a hybrid and multi-cloud software supply chain platform centered on Artifactory as the system of record for binaries, packages, security scanning, and AI assets used from development to production.High
MoatThe moat comes from deep CI/CD embedding, high switching costs around binary repositories, Enterprise+ platform expansion, security attach, and rising AI catalog and registry use cases. It can narrow if hyperscalers or source-control platforms commoditize package registries.Medium-high
ManagementCo-founder Shlomi Ben Haim has led as CEO since 2008. Capital allocation improved with a $300 million buyback authorization, and Q1 2026 execution was strong, while share-based compensation, net share dilution, and key-person dependence still matter.Medium-high
Financial trendFY2025 revenue was $531.8 million, up 24%, with $142.3 million free cash flow. Q1 2026 grew 26% with 21.4% non-GAAP operating margin, 24% free cash flow margin, 120% net dollar retention, and $741.2 million of cash, cash equivalents, and investments.High
ValuationAt $79.79, FROG screened near 17.2x TTM sales, about 84x FY2026 non-GAAP EPS midpoint of $0.95, and about 64x TTM free cash flow in the audited model. The 2026 price correction reduced the entry price, but the forward multiple remains well above the high-growth software median. TTM GAAP EPS remained negative.High
Technical trendFROG traded below the 20-day and 50-day moving averages after the pullback from the July peak, above the 100-day and 200-day averages, with RSI near 45, oversold stochastic signals, and ADX pointing to a short-term bearish direction. This is a correction inside a longer uptrend rather than a confirmed breakdown.Medium
Risk levelMain risks are the August 6, 2026 earnings report, valuation compression after the 2026 re-rating, slower AI usage growth, competition from GitHub and cloud-native registries, still-negative GAAP profitability, stock-based compensation dilution, security product execution, and any reset in software multiples.Medium-high
AI confidenceDescriptive data confidence is high because company filings, price data, and analyst targets are current as of the August 3, 2026 cutoff. Predictive confidence is only medium because the stock faces an imminent earnings event and AI consumption narratives and software multiples can reset quickly.High data confidence
Investment certaintyFROG looks like a durable DevSecOps compounder with a real cloud inflection and a better entry price after the correction, but it is not a high-certainty bargain unless revenue growth and free cash flow compound fast enough to absorb the current forward multiple and the August report confirms momentum.Medium

FROG AI stock forecast

FROG AI Stock Forecast Scenarios

The FROG AI stock forecast uses the $79.79 July 31, 2026 close, the FY2026 non-GAAP EPS guidance midpoint of $0.95, and FY2027 consensus EPS of about $1.12, and it is cross-checked against the analyst price target range of $65 to $110. The framework produced a bearish value near $62, a base value near $84, and a bullish value near $106 before dilution, buybacks, or future multiple changes outside the stated assumptions. These are scenario ranges, not promises, and the August 6, 2026 report is a near-term decision point.

Bullish case

$100 to $115

More likely if Q2 2026 results on August 6 beat, FY2026 revenue tracks above the $628 million to $632 million guidance range, cloud growth stays near 40% to 50%, net dollar retention holds near 120% or better, $1 million-plus ARR customers keep compounding, security attach accelerates, free cash flow margin stays near the mid-20% area, and investors keep paying a multiple near or above 90x forward earnings.

Base case

$82 to $95

More likely if revenue compounds around the high-teens to low-20% rate, non-GAAP EPS grows near 18% to 20% annually, cloud remains the majority of revenue, operating leverage improves gradually, the buyback offsets some dilution, and FROG holds a premium but lower multiple near 73x to 85x forward earnings.

Bearish case

$55 to $70

More likely if Q2 results or guidance disappoint, AI coding agent consumption slows, customers optimize overages, security attach stalls, competitive registries pressure pricing, GAAP losses and share dilution weigh on sentiment, the OpenAI zero-day speculation lingers despite the follow-up clarification, or the stock re-rates toward 55x to 62x forward earnings.

FROG AI technical analysis

FROG AI Technical Analysis

FROG AI technical analysis shows a correction within a longer uptrend as of the August 3, 2026 data cutoff. Barchart and Macrotrends showed a $79.79 close on July 31, 2026, after an all-time closing high of $98.10 on July 6, 2026 and a 52-week range of $34.05 to $99.22. Barchart listed the 20-day simple moving average near $86.50, the 50-day near $83.40, the 100-day near $66.38, the 200-day near $60.75, RSI near 45.45, and a 14-day ADX near 27.6 with negative directional index above positive directional index. Price sits below the short-term averages but well above the longer averages, so the near-term trend is soft while the broader trend support remains intact.

LevelValueWhy it matters
Current price$79.79July 31, 2026 close used for market cap and valuation math. The intraday range on July 31 was about $77.44 to $81.57.
Immediate support$77 to $79The July 31 low near $77.44 and the post-pullback low zone. A hold here would keep the correction shallow.
First trend support$74 to $77The area below the recent low and around the lower end of the pullback channel. Barchart showed the 50-day simple moving average near $83.40 above price, so this zone is the next reference below the current price.
Deeper support$66 to $69The 100-day simple moving average near $66.38 sits in this zone and marks a more meaningful trend test.
Major support$60 to $62The 200-day simple moving average near $60.75 defines the larger uptrend reference. A close below it would signal a major trend reset.
Near resistance$83 to $87The 50-day simple moving average near $83.40 and the 20-day simple moving average near $86.50 are the first overhead hurdles after the pullback.
Round resistance$90The psychological level near $90 sits below the July peak and would confirm repair only on a solid reclaim.
Major resistance$95 to $99The all-time closing high of $98.10 on July 6, 2026 and the 52-week high near $99.22 define the upper boundary of the current range.
Moving averages20-day $86.50, 50-day $83.40, 100-day $66.38, 200-day $60.75Price below the 20-day and 50-day averages but above the 100-day and 200-day averages supports the read of a pullback inside a longer uptrend.
MomentumRSI near 45 with oversold stochastic signalsBarchart listed 14-day RSI near 45.45 and 14-day stochastic %K near 21 with %D near 17, which is oversold. ADX near 27.6 with negative directional index above positive directional index points to short-term downside momentum.
VolumeAverage volume near 2.2 million to 2.9 million shares, with heavy activity during the breakout and pullback phasesBarchart and market data references showed 20-day average volume near 2.19 million shares and 50-day near 2.86 million. Sustained selling below $77 on high volume would raise breakdown risk.
Volatility52-week range $34.05 to $99.22, 14-day ATR near $5.46The wide range and the near 19% pullback imply large daily swings remain normal for FROG after the re-rating, with ATR around 6.8% of price.
InvalidationClose below $74, then below $66A close below the recent low near $77 would weaken the pullback view, while a break below the 100-day area near $66 would challenge the longer uptrend.

FROG AI trading strategy

FROG AI Trading Strategy Framework

The FROG AI trading strategy below is a rules-based research framework, not personal advice. It links technical levels with cloud growth, net dollar retention, large-customer expansion, free cash flow conversion, the August 6, 2026 earnings event, and valuation discipline after a sharp re-rating and correction.

Trend-following setup

Watch for FROG to reclaim the $83 to $87 moving-average zone and then the $90 round level on above-average volume while the August 6 Q2 2026 report confirms mid-20% or better revenue growth, cloud majority mix, strong $100k-plus and $1 million-plus customer growth, and free cash flow strength.

A failed reclaim followed by a close below $77 should reduce setup confidence, especially if management commentary points to weaker AI usage, lower net dollar retention, slower security attach, or a guidance reset.

Mean-reversion setup

If FROG pulls back toward the $66 to $77 zone on oversold momentum without a negative Q2, RPO, or free cash flow reset, compare the lower price with FY2026 guidance, TTM free cash flow, and peer DevSecOps and software multiples before treating it as a reversal candidate.

Do not treat the pullback as attractive if the August 6 report disappoints, cloud growth decelerates sharply, competitive registry pressure rises, gross margin falls below the guided low-80% non-GAAP band, or the stock still trades above a valuation range that cash flow growth cannot support.

Fundamental monitor

Track the August 6, 2026 Q2 report, FY2026 guidance, cloud revenue share, net dollar retention, RPO, $100k-plus and $1 million-plus ARR customers, Enterprise+ mix, non-GAAP operating margin, free cash flow margin, cash and investments, buyback activity, stock-based compensation, short interest near 9% of shares outstanding, and diluted share count.

Position sizing should reflect that FROG is a strong software business with a better post-correction price but still priced for sustained excellence, not a guaranteed AI infrastructure winner, and that the earnings report can move the stock sharply.

Investment research summary

Four-master Research Compression

Business essence

Customers pay JFrog to store, govern, secure, and distribute software binaries and AI assets across development, security, and production. The core value is a trusted system of record for artifacts so teams can ship faster without losing control of the software supply chain.

Moat

JFrog benefits from high switching costs around Artifactory, platform expansion into security and MLOps, hybrid and multi-cloud deployment, and growing enterprise standardization, reinforced by leadership in the first Gartner Magic Quadrant for software supply chain security. The moat can narrow if GitHub, GitLab, Sonatype, or hyperscaler registries become good enough at package, security, and AI catalog workflows.

Munger risk inversion

The thesis fails if AI coding agent demand proves cyclical, customers optimize cloud overages, competitive free or bundled registries cap pricing, stock-based compensation dilutes per-share value, the OpenAI zero-day speculation becomes a real product issue, or valuation compresses faster than cash flow compounds after the 2026 re-rating and the current correction.

Management

Shlomi Ben Haim co-founded JFrog and has been CEO since 2008. Founder continuity, strong Q1 2026 execution, and a $300 million buyback authorization are positives, while key-person dependence, net share dilution, and execution on AI and security product expansion remain open governance and capital-allocation questions.

Industry trend

Software supply chain security, DevSecOps, continuous delivery, and AI agent-generated code all increase the volume and risk of binaries moving through enterprises. JFrog sits in a long-duration trend and was named a Leader in the first Gartner Magic Quadrant for software supply chain security, but the same trend attracts source-control platforms, security vendors, and cloud providers.

Valuation and margin of safety

After the correction, the price implies that JFrog can keep compounding high-teens to low-20% growth, expand non-GAAP margins, and convert free cash flow for years. The base-case scenario points to modest upside from $79.79 toward about $84 to $95, the bull case needs sustained multiples near 90x forward earnings, and the bear case sits near $55 to $70. Margin of safety improved versus early July but is still limited without guidance beats and a healthy August 6 report.

Source-backed data

FROG Data Table

Every metric below includes a source and last verification date.

MetricValueSourceLast verified
Current price$79.79 close on July 31, 2026StockAnalysis FROG quote and Macrotrends price historyAugust 3, 2026
Market cap$9.66 billion as of July 31, 2026StockAnalysis FROG market cap pageAugust 3, 2026
Shares outstanding and floatAbout 121.12 million shares outstanding and about 107.47 million floatStockAnalysis FROG statisticsAugust 3, 2026
Valuation ratiosForward PE about 84x, TTM PS about 17.2x, forward PS about 14.7x, TTM P/FCF about 64x, PEG about 3.1StockAnalysis FROG statisticsAugust 3, 2026
Q1 2026 revenue$154.0 million, up 26% year over yearJFrog Q1 2026 earnings releaseAugust 3, 2026
Q1 2026 cloud revenue$78.9 million, up 50% year over year, 51% of total revenueJFrog Q1 2026 earnings releaseAugust 3, 2026
Q1 2026 free cash flow and cash$37.3 million free cash flow and $741.2 million cash, cash equivalents, and investments as of March 31, 2026JFrog Q1 2026 earnings releaseAugust 3, 2026
Customer and retention metrics120% trailing four-quarter NDR, 80 customers above $1 million ARR, 1,225 customers above $100k ARR, RPO $574.9 millionJFrog Q1 2026 earnings releaseAugust 3, 2026
FY2026 company outlookRevenue $628 million to $632 million and non-GAAP diluted EPS $0.93 to $0.97JFrog Q1 2026 earnings releaseAugust 3, 2026
FY2025 revenue, cloud, and free cash flow$531.8 million revenue, $243.3 million cloud revenue up 45%, and $142.3 million free cash flowJFrog Q4 and fiscal 2025 earnings releaseAugust 3, 2026
TTM GAAP earnings contextTTM revenue about $563.4 million, TTM net loss about $61.6 million, TTM GAAP EPS about -$0.52StockAnalysis FROG statisticsAugust 3, 2026
Balance sheet contextCash about $741.2 million, total debt about $16.5 million, net cash about $724.8 million or about $5.98 per shareStockAnalysis FROG statisticsAugust 3, 2026
Analyst consensus and price targetsStrong Buy from 22 analysts, average target $91.67, low $65, median $90, high $110StockAnalysis FROG forecastAugust 3, 2026
Analyst revenue and EPS forecastsFY2026 consensus revenue about $632.9 million and non-GAAP EPS about $0.95; FY2027 consensus revenue about $743.5 million and non-GAAP EPS about $1.12StockAnalysis FROG forecastAugust 3, 2026
Moving averages and RSI20-day SMA about $86.50, 50-day SMA about $83.40, 100-day SMA about $66.38, 200-day SMA about $60.75, RSI about 45.45Barchart FROG technical analysisAugust 3, 2026
52-week range and recent high52-week range $34.05 to $99.22, all-time closing high $98.10 on July 6, 2026, 52-week average $58.03Macrotrends FROG stock price historyAugust 3, 2026
Short interestAbout 10.93 million shares short, about 9% of shares outstanding and about 10.2% of floatStockAnalysis FROG statisticsAugust 3, 2026
Next earnings dateQ2 2026 results expected August 6, 2026 after market closeStockAnalysis FROG earnings calendar and JFrog announcementAugust 3, 2026

Frequently Asked Questions

This JFrog stock analysis page is an informational research tool only. It is not investment advice, a recommendation, or a guarantee of future returns. Forecast ranges are scenarios based on available public data as of August 3, 2026 and may be wrong if JFrog fundamentals, market multiples, interest rates, or investor sentiment change. Q2 2026 results due August 6, 2026 had not been reported at the cutoff.