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Jfrog Ltd (FROG) — chart, structure and Closelooknet read

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Signals for this name

Every Closelooknet reading that exists for FROG, from the same nightly bakes the boards use. Research diary readings, not advice.

Versus its index Agentic Ecosystem Index — the name, its sleeve and the index over day, week and month

Versus its index

The name against its Closelooknet index and its own sleeve — equal-weight, nightly closes.

Agentic Ecosystem Index · as of 2026-09-25

DayWeekMonth3 months
FROG−5.3%−3.9%−3.9%+1.8%
Operations & Observability−0.9%+5.4%+8.5%—
Agentic Ecosystem Index−2.7%+3.1%+4.0%—

Against the index: 7.0 pts behind on the week, 7.9 pts behind on the month; against its Operations & Observability sleeve 12.4 pts behind on the month.

Returns from the index workers’ nightly closes; equal-weight sleeves. A relative reading from the research diary, not advice.

Mentioned on Closelooknet 2 pieces · newest: Daily Pulse, “From Silicon Scarcity to Software Scarcity: The Next AI Bottleneck Is Permission to Act, and the Market Graded It This Week” (2026-09-03)

Mentioned on Closelooknet

Where FROG appears in the diary — 2 pieces, newest first. Every link is our own writing.

Dailies

Weather around the name 4 macro readings: Money Temperature, Factor regime, Sector × region …

The weather around this name

Macro readings that apply by membership — the regime, the factor tape, the sector cell, the funding backdrop.

  • Money Temperature Composite 62/100 · S&P 500 fund at 67, bullish alignedEight instruments scored on position, momentum, volume, volatility and fragility — the regime every name trades inside. Temperature lab → 2026-09-25
  • Factor regime Momentum leading — risk appetite buildingMomentum against low volatility (SPMO / SPLV): above its 50-day trend, 99th percentile of the window, +8.4% over 20 sessions. Factor regime → 2026-09-25
  • Sector × region Technology in US: +3.6% week · +7.5% month · +8.5% quarter · +40.9% yearThe Sector Engine cell this name lives in, from XLK.US; the 11 × 4 matrix shows where its sector is being bought and where it is being sold. Sector Engine → 2026-09-26
  • Sovereign pressure Index 0.61 · up 0.29 over 21 sessionsG7 long-end yields, 10s30s and the slope — the funding weather for every balance sheet on this site. Sovereign pressure → 2026-09-25
How it trades on rate days beta 0.68 to TLT · on the worst bond days it held up better than the market

How it trades on rate days

How FROG has moved when long-dated Treasury yields rise — measured against TLT, the 20+ year Treasury fund.

  • Beta to long bonds, 1 year 0.68 — shows only a loose link to bond moves for every 1% move in TLT (20+ year Treasuries), Jfrog Ltd moved 0.68% on average · correlation 0.09 · higher than 69% of US names
  • Beta, last 3 months 0.56 about the same as over the year
  • On the 10 worst bond days +0.04% on average against −0.74% for the S&P 500 the 10 sessions of the past year in which TLT fell most, i.e. long yields rose most
  • Latest of those days +2.03% TLT −1.29% that day 2026-09-24

Daily total returns from the adjusted price series; a TLT down day is a day long yields rose. Beta = the average move of the name for a 1% move in TLT. Past sensitivity, not a forecast. An investment diary, not a recommendation.

Who it is priced against Agentic Ecosystem · Operations & Observability · 2 names with week and year-to-date

Peer group

Agentic Ecosystem · Operations & Observability

Compared against FROG on the nightly bakes; the Peers tab ranks the cohort on the Closelooknet scores where it exists.

Company snapshot — Jfrog Ltd

FROG in five paragraphs: what it makes and sells, where it sits in the Closelooknet stack, who it is priced against, why we track it, what we watch. Research diary, not advice.

What it does
JFrog runs a software supply chain platform that stores, screens and distributes the packages developers pull into their code. Its Artifactory repository holds and manages packages, Curation and Xray screen them for risk before they enter a pipeline, and JFrog ML extends the same platform to data science and machine-learning work. It is based in Sunnyvale and lists on Nasdaq.
Where it sits in the stack
JFrog has no seat in our index, but it sits inside the Agentic Ecosystem sleeve of our universe, in the operations-and-observability corner where software gets delivered, watched and secured once it is written.
Who it is priced against
The diary groups it with Datadog and Dynatrace, names built around watching software once it runs rather than building it; the market also names GitLab as a comparison on the delivery-pipeline side.
Why Closelooknet tracks it
It holds no index seat, and its score still carries a single scored module, so the read is still being built rather than settled. The diary has quoted it twice: once in a Daily Pulse note on software-delivery control as an early stage of agentic build-out, and once in a Midday 10 note grouping it with other software names caught in a broader sell-off.
What the diary watches
Whether its curation and security add-ons spread across more of the pipeline, or whether it keeps trading as one more software name that moves with the group rather than on its own news.

Jfrog Ltd (FROG) trades on US exchanges, classified under Technology.

The Closelooknet company score reads 46/100 composite (momentum 75, quality 38, valuation 13) across 7 modules — the full breakdown, chart structure and analog history load live above.

Written from the company’s public profile and Closelooknet’s own readings, 2026-09-17. Descriptive, refreshed with the registry; corrections welcome via the imprint. closelook.net is an investment research diary — market structure, index membership and scores are our own readings, not investment advice. Related: index compare · sector dispersion · scanner.

The Street on this name 1 analyst action on the wire · latest: price target by RBC Capital, 2026-08-25

The Street on this name

Analyst actions and the latest print for FROG from the Closelooknet wires — third-party opinions on the record, not our readings.

  • Price target RBC Capital — target 118 Target set to $118 (+31.9% to spot) 2026-08-25

1 action on the analyst wire since 2026-08-13: 1 target change. Analyst wire → · Earnings wire →

Dividends and capital return no distribution in twelve months

Dividends and capital return

What FROG pays out and buys back — distributions read from the price series, money terms from the filings.

  • Distributions No cash distribution recorded in the price series over the last three years
  • Share count +5.9% in FY2025 157 m USD of stock-based compensation in the year

Per-share amounts are derived from the adjusted price series in the listing currency, so dates sit within days of the ex-date; filing figures come from the fundamentals feed for the last reported fiscal year. An investment diary, not a recommendation.

FAQ · from the current data · as of 2026-09-26

Quick answers

What is Jfrog Ltd (FROG)?

Jfrog Ltd trades as FROG on the US exchange (US) and is classified under Technology in the Closelooknet research universe, as of the registry build of 2026-09-26.

Is FROG in a Closelooknet index?

Not currently — Jfrog Ltd is tracked in the Closelooknet research universe but is not a constituent of a Closelooknet functional index as of 2026-09-26.

What is Jfrog Ltd's Closelooknet composite score?

46 out of 100, with momentum 75, quality 38 and valuation 13 sub-scores, as of 2026-09-26. Scores are Closelooknet's own research readings, not ratings or investment advice.

Where does FROG trade against its moving averages?

Trending: Above its 20-, 50- and 200-day — still in an uptrend. As of 2026-09-24 — a technical state from the nightly Closelooknet bake, not advice. The Technical tab carries the full row.

How is FROG doing against its Closelooknet index?

Over the past month Jfrog Ltd is −3.9% against +4.0% for the Agentic Ecosystem Index — 7.9 points behind its index, as of 2026-09-25. Its Operations & Observability sleeve is +8.5% over the same month. The “Versus its index” table on this page carries the day, the week and the month for the name, its sleeve and the index.

How does Jfrog Ltd trade when bond yields rise?

Over the past year Jfrog Ltd had a beta of 0.68 to TLT, the long-dated Treasury fund — it shows only a loose link to bond moves, higher than 69% of US names. On the 10 sessions in which long bonds fell most it moved +0.04% on average, against −0.74% for the S&P 500. The "How it trades on rate days" block on this page carries the lines.

Where has Closelooknet written about Jfrog Ltd?

Jfrog Ltd appears in 2 Closelooknet pieces, most recently Daily Pulse: From Silicon Scarcity to Software Scarcity: The Next AI Bottleneck Is Permission to Act, and the Market Graded It This Week (2026-09-03); Midday 10: Software and semis sell off together at midday — the green sits outside tech (2026-09-01). What Closelooknet said most recently: Meta-harnessing; software-delivery control NOW, CRM/MuleSoft, MSFT, DDOG, RBRK, GTLB, FROG Stage 1 comes first economically because an agent without trusted context is a chatbot. (Daily Pulse, 2026-09-03). The "Mentioned on Closelooknet" block on this page lists the long reads, the reference entries and the dailies that name it.

What does Jfrog Ltd do?

JFrog runs a software supply chain platform that stores, screens and distributes the packages developers pull into their code. Its Artifactory repository holds and manages packages, Curation and Xray screen them for risk before they enter a pipeline, and JFrog ML extends the same platform to data science and machine-learning work. It is based in Sunnyvale and lists on Nasdaq. The diary groups it with Datadog and Dynatrace, names built around watching software once it runs rather than building it; the market also names GitLab as a comparison on the delivery-pipeline side.

Where does Jfrog Ltd sit in the AI build-out?

JFrog has no seat in our index, but it sits inside the Agentic Ecosystem sleeve of our universe, in the operations-and-observability corner where software gets delivered, watched and secured once it is written. It holds no index seat, and its score still carries a single scored module, so the read is still being built rather than settled. The diary has quoted it twice: once in a Daily Pulse note on software-delivery control as an early stage of agentic build-out, and once in a Midday 10 note grouping it with other software names caught in a broader sell-off.

Does Jfrog Ltd pay a dividend?

No cash distribution shows in Jfrog Ltd’s price series over the last three years. The share count rose 5.9% over the fiscal year. The "Dividends and capital return" block on this page carries the lines.

What has Wall Street done on Jfrog Ltd recently?

The most recent analyst action on Jfrog Ltd on the Closelooknet wire is a price target by RBC Capital on 2026-08-25 (target 118). 1 action on the analyst wire since 2026-08-13: 1 target change. Analyst actions are third-party opinions recorded by the wire, not Closelooknet readings. The “The Street on this name” block on this page lists the moves; the full feeds are the analyst wire and the earnings wire.

What does this page show?

A live price chart with SMA overlays and drawing tools for FROG, performance metrics, index-membership context and the Closelooknet structure read — an investment research diary view, not investment advice.

Related in the Closelooknet universe

then Software - Application. Scored names rank on their Closelooknet score; names without one rank on trend state — above or below their 50- and 200-day averages — never on a score they do not carry.