Wabbi
Last updated: Jul 28, 2026
How does Fluid Attacks' solution compare to Wabbi's?
The following comparison table enables you to discern the performance of both providers across various attributes essential for meeting your company's cybersecurity needs. To better understand each attribute, read their descriptions in the dedicated page.
Organization
| Attribute | Essential | Advanced | Wabbi |
|---|---|---|---|
| Focus | Native ASPM with in-house scanners | AI-powered PTaaS on top of native ASPM with in-house scanners | ASPM |
| Extras | None | None | None |
| Headcount | 157 | Same | 16 |
| Headcount distribution | Engineering 40%, IT 14%, sales 15%, marketing 2%, operations 4% and others 25% | Same | Engineering 13%, IT 6%, sales 6%, operations 6% and others 69% |
| Headcount growth | +14%, +15%, -1% | Same | +7%, -6%, -6% |
| Headquarters | CO and US | Same | US |
| Countries | AR, BO, CA, CL, CO, DO, MX, PA, PE and US | Same | US |
| Reputation | 9.44 from 228 reviews over 8 years on Gartner and Clutch | Same | No reviews |
| Followers | 22K based on the following: Facebook, Instagram, LinkedIn, X and YouTube | Same | 1K based on the following: LinkedIn, X and YouTube |
| Research firms | None | None | None |
| Founded | 2001 | Same | 2018 |
| Funding | Bootstrapped | Same | $3.08M USD in 2 rounds from 9 investors |
| Acquisitions | None | None | None |
| Revenue | 10M to 15M | Same | 1M to 5M |
| Third-Party CVEs Discovered | 289 CVEs reported to MITRE, ranked in the top 10 CVE labs worldwide | Same | None |
| Compliance | GDPR, ISO/IEC 27001:2022, ISO/IEC 27017:2015, ISO/IEC 27018:2019, ISO/IEC 27701:2019, PCI DSS, SOC 2 Type II and SOC 3 | Same | None |
| Bug bounty | Yes | Yes | No |
| Visits | 64K per month. Top 3: 18% CO, 9% US, 5% BR. Others 68% | Same | 2K per month. Top 3: 2% BR, 3% RU and 96% US. Others 0% |
| Authority | 33 out of 100 | Same | 18 out of 100 |
| Public vulnerability DB | Discovered and third-party | Same | None |
| Content | Blog, documentation, e-books, glossary, reports, success stories, videos, webinars and white papers | Same | Blog, data sheets, e-books, reports, webinars and white papers |
| Comprehensive documentation | 13 documentation sections | Same | No |
| Community | Forum | Same | No |
| Sync training | 1 workshop | Same | No |
| Async training | 3 product use courses, all free | Same | No |
| Distribution | Direct or with any of its 14 partners | Same | Direct |
| Marketplaces | AWS | Same | None |
| Freemium | No | No | No |
| Free trial | 21-day free trial | PoV | No |
| Demo | Yes | Yes | Yes |
| Open demo | No | No | No |
| Pricing | Contact sales and marketplace | Contact sales | Contact sales |
| Pricing tiers | 1 plan | 1 plan | No information available |
| Minimum term | Monthly | Monthly | No information available |
| Minimum payment period | Monthly | Monthly | No information available |
| Minimum capabilities | ASPM, binary SAST, containers, CSPM, DAST, IaC, SAST, SCA and secrets | Same plus: AI SAST, API security testing, MAST, PTaaS, RE and SCR | ASPM |
| Minimum scope | 1 author | Same | No information available |
| Pricing drivers | Authors | Same | No information available |
| Free implementation | Yes | Yes | No information available |
| Free support | Yes | Yes | No information available |
Service
| Attribute | Essential | Advanced | Wabbi |
|---|---|---|---|
| PTaaS | No | Yes | No |
| Reverse engineering | No | Yes | No |
| Secure code review | No | Yes | No |
| Pivoting | No | Yes | No |
| Exploitation | No | Yes | No |
| Manual reattacks | Not applicable | Unlimited reattacks | Not applicable |
| Zero-day vulnerabilities | Scanner-based zero-day vulnerability detection | Continuous zero-day vulnerability research | None |
| SLA | Availability | Accuracy, availability and response | No information available |
| Minimum availability | 99.95% per year | Same | No information available |
| After-sale guarantees | No | Yes | No |
| Accreditations | CNA, Penetration Testing by CREST and OpenSSF Gold Badge | Same | None |
| Pentester certifications | Not applicable | 202 from 59 different types | Not applicable |
| Type of contract | Employee | Same | Employee |
| Endpoint control | No | Total | No information available |
| Channel control | No | Total | No information available |
| Standards | Some requirements from 67 standards, 3 in common and 64 additional | All requirements from the same standards | 3 standards, all in common |
| Detection method | Automated tools | AI, automated tools and human intelligence | Automated tools |
| Remediation | 5, 1 in common and 4 additional | Same, plus 1 | 1 in common |
| Output | 5, 1 in common and 4 additional | Same, plus 2 | 1 in common |
Product
| Attribute | Essential | Advanced | Wabbi |
|---|---|---|---|
| ASPM | Yes | Yes | Yes |
| API | GraphQL with JSON | Same | Yes. No information available |
| IDE | 5 functionalities | Same, plus 1 functionality | 3 functionalities, none in common |
| CLI | Yes | Yes | No |
| CI/CD | Breaks the build | Same | Breaks the build |
| Vulnerability sources | 18 sources | Same | No information available |
| Threat model alignment | Yes | Yes | No |
| Priority criteria | CVSS v4.0, CVSSF, EPSS and KEV | Same | No information available |
| Custom prioritization | Priority score | Same | Application Security Risk Index |
| Scanner origin | In-house | In-house | None |
| SCA | 19 package managers | Same | No |
| AI security | No | Yes | No |
| Reachability | 12 languages | Same | No |
| Reachability type | Deterministic | Same | Not applicable |
| SBOM | 22 package managers | Same | No |
| Malware detection | Yes | Yes | No |
| Autofix on components | No | No | No |
| Containers | 4 distributions | Same | No |
| Source SAST (languages) | 12 | Same | No |
| Source SAST (frameworks) | 23 | Same | No |
| Custom rules | No | No | No |
| IaC | 6 | 2 | No |
| Binary SAST | 1 type of binary | Same, plus 2 types of binaries | No |
| DAST | 7 attack surface types | Same | No |
| API security testing | No | 4 types of APIs | No |
| MAST | No | Yes | No |
| IAST | No | No | No |
| CSPM | Yes | Yes | No |
| Secrets | 171 secrets types | Same, plus verify other attack vectors and secrets exploitability | No |
| AI | 4 functions | Same, plus 1 function | No |
| AI SAST | No | Yes | No |
| MCP | Yes | Yes | No |
| Open-source | No | No | No |
| Deployment | SaaS (multi-tenant) | Same | SaaS (no tenancy information) |
| Regions | US | Same | No information available |
| Status | Yes | Yes | No |
| Incidents | 3 per year | Same | No information available |
Integrations
| Attribute | Essential | Advanced | Wabbi |
|---|---|---|---|
| SCM | 6 | Same | None |
| Binary repositories | None | None | None |
| Ticketing | 3, 2 in common and 1 additional | Same | 2, all in common |
| ChatOps | None | None | 2 |
| IDE | 3, 2 in common and 1 additional | Same | 4, 2 in common and 2 additional |
| CI/CD | 21, 1 in common and 20 additional | Same | 2, 1 in common and 1 additional |
| SCA | Native | Same | 4 |
| Container | Native | Same | 2 |
| SAST | Native | Same | 7 |
| DAST | Native | Same | 3 |
| MAST | None | Native | None |
| IAST | None | None | 1 |
| Cloud | 1 in common | Same | None |
| CSPM | Native | Same | 1 |
| Secrets | Native | Same | Native |
| Remediation | None | None | None |
| Bug bounty | None | None | None |
| Vulnerability management | None | None | None |
| Compliance | None | None | None |
The latest update to this comparison was on 2026-07-27. The primary source of information was wabbisoft.com, which was supplemented by specialized information-gathering sites, social media, and other sources.
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