Fume VS ProjectDiscovery Neo
Compare Fume VS ProjectDiscovery Neo, what is the difference between Fume and ProjectDiscovery Neo?
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Summarize
Fume summarize
Fume is your AI QA team. Describe what you want to test with a single Loom video and Fume will create Playwright browser tests for you. Tests will automatically run twice-a-day on our cloud and will be maintained automatically!
Fume Landing Page
ProjectDiscovery Neo summarize
ProjectDiscovery Neo Landing Page
Compare Details
Fume details
| Categories | AI Testing, AI Agent, AI Developer Tools, AI Code Generator |
| Fume Website | https://fumedev.com?utm_source=toolify |
| Added Time | August 20 2025 |
| Fume Pricing | -- |
ProjectDiscovery Neo details
| Categories | AI Testing, AI Agent, AI Developer Tools |
| ProjectDiscovery Neo Website | https://projectdiscovery.io?utm_source=toolify |
| Added Time | August 12 2026 |
| ProjectDiscovery Neo Pricing | -- |
Comparison of usage
How to use Fume?
To use Fume, record a screencast of your application (e.g., using Loom) and describe what you want to be tested as you navigate. Fume then extracts test cases from your video in seconds. Once the tests are ready, they automatically run twice-a-day on Fume Cloud, and notifications are sent to a shared channel. Users can also configure advanced settings like CI/CD integration.
How to use ProjectDiscovery Neo?
Sign up for Neo, select a Pay as you go or Enterprise plan, and connect your applications, repositories, cloud environments, and exposed assets. Use credits to run workflows such as application pentesting, reconnaissance, PR security reviews, and vulnerability triage. Neo maps assets, executes security tests, reproduces findings through a separate verifier, and routes confirmed vulnerabilities to engineering teams.
Compare Pros between Fume and ProjectDiscovery Neo
Core features of Fume
- AI-powered Playwright test generation from video descriptions
- Automated test maintenance and self-healing (AI Agent Fallbacks)
- Automated daily test runs (twice-a-day) on Fume Cloud
- Free test runners in the cloud
- 100% Playwright code ownership
- Migration of existing Playwright, Selenium, or Cypress tests
- Insights and notifications on test failures
Core features of ProjectDiscovery Neo
- AI-powered application and API pentesting
- Real-time attack surface mapping and exposure analysis
- Code and pull request security reviews
- Automated vulnerability triage and independent finding verification
- Red teaming and custom security automation
- Cloud, repository, Slack, GitHub, and infrastructure integrations
- Continuous testing informed by memory, previous findings, and community detection knowledge
- Coverage for new CVEs, CISA KEVs, public exploits, and emerging attack techniques
Compare Use Cases
Use cases for Fume
- Generating an extensive Playwright test suite overnight for new applications.
- Automating end-to-end browser testing without manual test design, writing, or maintenance.
- Ensuring application quality and preventing regressions with continuous testing.
- Migrating existing test suites (Playwright, Selenium, Cypress) to leverage AI fallbacks and auto-maintenance.
- Teams looking to move fast without breaking things by getting an autonomous QA department.
Use cases for ProjectDiscovery Neo
- Continuously discover and test domains, APIs, endpoints, ports, cloud services, and exposed assets
- Run full application and API penetration tests without manually coordinating multiple tools
- Review pull requests for security vulnerabilities before code reaches production
- Triage and reproduce reported vulnerabilities to reduce false positives
- Monitor large cloud environments for exploitable weaknesses and exposure
- Automate reconnaissance and red-team workflows across continuously changing infrastructure
Different Plan between Fume and ProjectDiscovery Neo
Fume
$500 /month
Perfect for growing teams that need autonomous QA
Contact Sales
Custom solutions for large organizations
ProjectDiscovery Neo
Starts at $250 per month
Includes 50 credits per seat, with additional credits available at $5 per credit. Supports application and API pentesting, attack surface management, code and PR review, red teaming, vulnerability triage, custom automation, integrations, and other listed workflows.
Contact for pricing
Includes Pay as you go features plus volume credit discounts, BYOK, internal network auditing, SSO and SAML, dedicated VPC deployment, static egress IPs, unlimited seats, organizational spend controls, and dedicated support.
Fume's traffic
Fume is the one with 820 monthly visits and 00:00:10 Avg.visit duration. Fume has a Page per visit of 3.00 and a bounce rate of 0.00%.
Visit Over Time
| Monthly Visits | 820 |
| Avg·visit Duration | 00:00:10 |
| Page per Visit | 3.00 |
| Bounce Rate | 0.00% |
ProjectDiscovery Neo's traffic
ProjectDiscovery Neo is the one with 153.0K monthly visits and 00:00:46 Avg.visit duration. ProjectDiscovery Neo has a Page per visit of 2.49 and a bounce rate of 40.33%.
Visit Over Time
| Monthly Visits | 153.0K |
| Avg·visit Duration | 00:00:46 |
| Page per Visit | 2.49 |
| Bounce Rate | 40.33% |
Geography
Sorry, there are no data
Geography
The top 5 countries/regions for ProjectDiscovery Neo are:United States 16.34%, India 15.11%, Vietnam 6.80%, Brazil 5.18%, Indonesia 3.79%
Top 5 Countries/regions
 | 16.34% |
 | 15.11% |
 | 6.80% |
 | 5.18% |
 | 3.79% |
Traffic Sources
The 6 main sources of traffic to Fume are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Traffic Sources
The 6 main sources of traffic to ProjectDiscovery Neo are:Direct 52.91%, vs_sourcesSearchOrganic 27.49%, Referrals 9.49%, vs_sourcesSocialOrganic 4.85%, vs_sourcesGenAi 3.28%, Mail 1.53%, vs_sourcesSocialPaid 0.46%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%
Direct | 52.91% |
vs_sourcesSearchOrganic | 27.49% |
Referrals | 9.49% |
vs_sourcesSocialOrganic | 4.85% |
vs_sourcesGenAi | 3.28% |
Mail | 1.53% |
vs_sourcesSocialPaid | 0.46% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
Which is better: Fume or ProjectDiscovery Neo?
ProjectDiscovery Neo might be a bit more popular than Fume.As you can see, Fume has 820 monthly visits, while ProjectDiscovery Neo has 153.0K monthly visits. So more people choose ProjectDiscovery Neo. So the odds are that people will recommend ProjectDiscovery Neo more on social platforms.
Fume has an Avg.visit duration of 00:00:10, while ProjectDiscovery Neo has an Avg.visit duration of 00:00:46. Also, Fume has a page per visit of 3.00 and a Bounce Rate of 0.00%. ProjectDiscovery Neo has a page per visit of 2.49 and a Bounce Rate of 40.33%.
The main users of ProjectDiscovery Neo are United States, India, Vietnam, Brazil, Indonesia, with the following distribution: 16.34%, 15.11%, 6.80%, 5.18%, 3.79%.
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