Jfrog vs Fair Isaac: why the prices moved differently

Weekly · monthly · quarterly news summaries, side by side in time

Jfrog Ltd (FROG)

Q3 202622 Jun – 27 Aug 2026

▲3

JFrog's AI-era cloud and security demand drives raised guidance and new product push

Q2 beat and raised full-year guidance JFrog reported Q2 revenue up 29% to $163.8 million and adjusted EPS up 50% to $0.27, both above estimates. Cloud revenue jumped 53% and now makes up 53% of total revenue. Management raised full-year revenue guidance to about $650 million, up from $630 million. The stock jumped as much as 15.9% on the news.
This is the core new financial event that directly lifted the stock and reset growth expectations.
AI-driven cloud and security demand fuels guidance raise JFrog said accelerating demand for its cloud and security offerings amid AI-driven software development drove the raised outlook. Customers spending over $1 million in annual recurring revenue surged 59%. The company is positioning itself at the center of securing AI-era software supply chains, with its swampUP 2026 conference featuring AI and security leaders from Anthropic, Microsoft, and NVIDIA.
It explains the demand driver behind the guidance raise and shows the AI connection that matters for future growth.
New Traffic Controller product with Zscaler, Cloudflare, Netskope JFrog launched Traffic Controller, a network-edge security solution integrated with Zscaler, Cloudflare, and Netskope. It routes package downloads through JFrog Artifactory and inspects them for security, license, and quality issues, blocking malicious packages. This comes as malicious packages surged 451% year over year, yet only 40% of organizations can detect them. The product expands JFrog's security reach and partner ecosystem.
It is a new product that opens a larger security market and strengthens JFrog's competitive position.
AI fears still weigh on software stocks Earlier in the period, JFrog and other software names fell as investors worried AI agents could erode traditional subscription models. That fear hit the whole sector after Accenture cut its outlook. But JFrog later overcame those concerns, with cloud revenue rising 50% year over year as customers used AI coding agents, and Wasatch highlighted JFrog as a top contributor, citing defensible moats.
It is the main counterweight: AI disruption fear remains a real risk even as JFrog's results show AI is currently helping demand.

July 202622 Jun – 27 Aug 2026

▲3

JFrog's AI-era cloud and security demand drives raised guidance and new product push

Q2 beat and raised full-year guidance JFrog reported Q2 revenue up 29% to $163.8 million and adjusted EPS up 50% to $0.27, both above estimates. Cloud revenue jumped 53% and now makes up 53% of total revenue. Management raised full-year revenue guidance to about $650 million, up from $630 million. The stock jumped as much as 15.9% on the news.
This is the core new financial event that directly lifted the stock and reset growth expectations.
AI-driven cloud and security demand fuels guidance raise JFrog said accelerating demand for its cloud and security offerings amid AI-driven software development drove the raised outlook. Customers spending over $1 million in annual recurring revenue surged 59%. The company is positioning itself at the center of securing AI-era software supply chains, with its swampUP 2026 conference featuring AI and security leaders from Anthropic, Microsoft, and NVIDIA.
It explains the demand driver behind the guidance raise and shows the AI connection that matters for future growth.
New Traffic Controller product with Zscaler, Cloudflare, Netskope JFrog launched Traffic Controller, a network-edge security solution integrated with Zscaler, Cloudflare, and Netskope. It routes package downloads through JFrog Artifactory and inspects them for security, license, and quality issues, blocking malicious packages. This comes as malicious packages surged 451% year over year, yet only 40% of organizations can detect them. The product expands JFrog's security reach and partner ecosystem.
It is a new product that opens a larger security market and strengthens JFrog's competitive position.
AI fears still weigh on software stocks Earlier in the period, JFrog and other software names fell as investors worried AI agents could erode traditional subscription models. That fear hit the whole sector after Accenture cut its outlook. But JFrog later overcame those concerns, with cloud revenue rising 50% year over year as customers used AI coding agents, and Wasatch highlighted JFrog as a top contributor, citing defensible moats.
It is the main counterweight: AI disruption fear remains a real risk even as JFrog's results show AI is currently helping demand.

Latest22 Jun – 27 Aug 2026

▲3

JFrog's AI-era cloud and security demand drives raised guidance and new product push

Q2 beat and raised full-year guidance JFrog reported Q2 revenue up 29% to $163.8 million and adjusted EPS up 50% to $0.27, both above estimates. Cloud revenue jumped 53% and now makes up 53% of total revenue. Management raised full-year revenue guidance to about $650 million, up from $630 million. The stock jumped as much as 15.9% on the news.
This is the core new financial event that directly lifted the stock and reset growth expectations.
AI-driven cloud and security demand fuels guidance raise JFrog said accelerating demand for its cloud and security offerings amid AI-driven software development drove the raised outlook. Customers spending over $1 million in annual recurring revenue surged 59%. The company is positioning itself at the center of securing AI-era software supply chains, with its swampUP 2026 conference featuring AI and security leaders from Anthropic, Microsoft, and NVIDIA.
It explains the demand driver behind the guidance raise and shows the AI connection that matters for future growth.
New Traffic Controller product with Zscaler, Cloudflare, Netskope JFrog launched Traffic Controller, a network-edge security solution integrated with Zscaler, Cloudflare, and Netskope. It routes package downloads through JFrog Artifactory and inspects them for security, license, and quality issues, blocking malicious packages. This comes as malicious packages surged 451% year over year, yet only 40% of organizations can detect them. The product expands JFrog's security reach and partner ecosystem.
It is a new product that opens a larger security market and strengthens JFrog's competitive position.
AI fears still weigh on software stocks Earlier in the period, JFrog and other software names fell as investors worried AI agents could erode traditional subscription models. That fear hit the whole sector after Accenture cut its outlook. But JFrog later overcame those concerns, with cloud revenue rising 50% year over year as customers used AI coding agents, and Wasatch highlighted JFrog as a top contributor, citing defensible moats.
It is the main counterweight: AI disruption fear remains a real risk even as JFrog's results show AI is currently helping demand.

Fair Isaac Corporation (FICO)

Q3 20262 Jul – 2 Oct 2026

▲2▼2

FICO's mortgage monopoly ends as VantageScore approved, stock pressured

Mortgage scoring monopoly ends The FHFA approved VantageScore 4.0 for Fannie Mae and Freddie Mac loans, ending FICO's long-held monopoly in mortgage scoring. This opens the door for lenders to use a rival, threatening a key profit source.
This is the most significant new competitive and regulatory threat that pressured the stock.
Pricing grid and bi-merge risk A unified pricing grid lets lenders bypass FICO, and a possible bi-merge requirement could further weaken demand for FICO scores. These changes could reduce FICO's pricing power and market share in mortgages.
These are new competitive pressures that directly threaten FICO's revenue model.
Record revenue and profit FICO reported record Q3 revenue of $674 million, up 26%, with profit up 41% and raised guidance. This shows strong underlying business performance despite the emerging threats.
This is a new positive financial result that contrasts with the negative regulatory news.
Mortgage moat strengthened FICO Score 10T was embedded in Optimal Blue, strengthening its mortgage moat, and FICO launched a Mortgage Direct License Program. The FHFA director also signaled no deliberate targeting of the company.
These are new positive developments that support FICO's competitive position.

September 20264 Sep – 2 Oct 2026

▼3▲1

FHFA Opens Mortgage Scoring to VantageScore, Threatening FICO's Monopoly

FHFA ends FICO's mortgage scoring exclusivity The Federal Housing Finance Agency approved VantageScore 4.0 for all Fannie Mae and Freddie Mac loans, ending FICO's long-held monopoly in mortgage credit scoring. This introduces direct competition, threatening FICO's market share and pricing power. The stock fell sharply on the news.
This is the core new event that directly threatens FICO's mortgage scoring business and triggered the stock decline.
Unified pricing grid lets VantageScore bypass FICO FHFA will consolidate Fannie and Freddie pricing into one grid that includes VantageScore, allowing lenders to use VantageScore for loan-level pricing and approval without FICO. This removes FICO's fee leverage and could accelerate share loss.
This structural change intensifies competition and directly undermines FICO's ability to charge premium fees.
Potential bi-merge requirement adds pressure FHFA may require lenders to use only two credit bureaus instead of three for mortgages sold to Fannie and Freddie. This could reduce demand for traditional tri-merge reports and further weaken FICO's position, as it may favor VantageScore.
This is a new regulatory threat that compounds the competitive pressure on FICO's mortgage scoring business.
FICO launches direct license program; regulator not targeting FICO FICO launched a Mortgage Direct License Program and FHFA Director Pulte signaled he is not purposefully targeting the company. This provided a slight reprieve, but the overall competitive and regulatory threats remain dominant.
This is a new positive development that offers some counterbalance to the negative news, though it does not reverse the competitive threat.

Latest4 Sep – 2 Oct 2026

▼3▲1

FHFA Opens Mortgage Scoring to VantageScore, Threatening FICO's Monopoly

FHFA ends FICO's mortgage scoring exclusivity The Federal Housing Finance Agency approved VantageScore 4.0 for all Fannie Mae and Freddie Mac loans, ending FICO's long-held monopoly in mortgage credit scoring. This introduces direct competition, threatening FICO's market share and pricing power. The stock fell sharply on the news.
This is the core new event that directly threatens FICO's mortgage scoring business and triggered the stock decline.
Unified pricing grid lets VantageScore bypass FICO FHFA will consolidate Fannie and Freddie pricing into one grid that includes VantageScore, allowing lenders to use VantageScore for loan-level pricing and approval without FICO. This removes FICO's fee leverage and could accelerate share loss.
This structural change intensifies competition and directly undermines FICO's ability to charge premium fees.
Potential bi-merge requirement adds pressure FHFA may require lenders to use only two credit bureaus instead of three for mortgages sold to Fannie and Freddie. This could reduce demand for traditional tri-merge reports and further weaken FICO's position, as it may favor VantageScore.
This is a new regulatory threat that compounds the competitive pressure on FICO's mortgage scoring business.
FICO launches direct license program; regulator not targeting FICO FICO launched a Mortgage Direct License Program and FHFA Director Pulte signaled he is not purposefully targeting the company. This provided a slight reprieve, but the overall competitive and regulatory threats remain dominant.
This is a new positive development that offers some counterbalance to the negative news, though it does not reverse the competitive threat.

July 20262 Jul – 31 Jul 2026

▲2▼2

FICO's mortgage moat deepens, but a delayed licensing plan and a rival score spook investors

FICO Score 10T embedded in Optimal Blue FICO's new mortgage score is now built into Optimal Blue, the platform used by most big U.S. mortgage lenders. That makes FICO harder to replace and should keep demand strong, supporting the stock price over time.
This is a new event that strengthens FICO's competitive position and future revenue.
Record Q3 profit and raised guidance FICO reported record quarterly revenue of $674 million, up 26%, and profit jumped 41% per share. It raised its full-year outlook, citing a better mortgage market. Strong results and higher guidance push the stock up.
This is the core new financial result that directly moves the stock.
Revenue miss and delayed Direct Licensing Program Despite record profit, revenue fell short of analyst estimates, and FICO delayed its Direct Licensing Program. That delay and the miss disappointed investors, sending shares down sharply. The market worries about future growth timing.
This is the main new negative event that caused the stock to drop.
FHFA rule opens mortgage scoring to a lower-cost rival A new FHFA rule allows a cheaper competitor into mortgage scoring, threatening FICO's pricing power in its biggest market. This regulatory pressure is a real counterweight, keeping a lid on the stock even as profits grow.
This is a new regulatory threat that could erode FICO's long-term cash flow.

2 Jul – 31 Jul 2026

▲2▼2

FICO's mortgage moat deepens, but a delayed licensing plan and a rival score spook investors

FICO Score 10T embedded in Optimal Blue FICO's new mortgage score is now built into Optimal Blue, the platform used by most big U.S. mortgage lenders. That makes FICO harder to replace and should keep demand strong, supporting the stock price over time.
This is a new event that strengthens FICO's competitive position and future revenue.
Record Q3 profit and raised guidance FICO reported record quarterly revenue of $674 million, up 26%, and profit jumped 41% per share. It raised its full-year outlook, citing a better mortgage market. Strong results and higher guidance push the stock up.
This is the core new financial result that directly moves the stock.
Revenue miss and delayed Direct Licensing Program Despite record profit, revenue fell short of analyst estimates, and FICO delayed its Direct Licensing Program. That delay and the miss disappointed investors, sending shares down sharply. The market worries about future growth timing.
This is the main new negative event that caused the stock to drop.
FHFA rule opens mortgage scoring to a lower-cost rival A new FHFA rule allows a cheaper competitor into mortgage scoring, threatening FICO's pricing power in its biggest market. This regulatory pressure is a real counterweight, keeping a lid on the stock even as profits grow.
This is a new regulatory threat that could erode FICO's long-term cash flow.