Octane

[Comparison]

Octane vs your annual pentest

A pentest gives you one deep look at one version of your code, once a year. Octane gives you three: continuous review on every PR, scoped analysis on demand, and a researcher-led engagement when the stakes justify one. Here’s an honest look at which does what.

Last updated 22 September 2026

A year of code changes against a single pentest A twelve-month timeline. One week is marked as the pentest window. The remaining fifty-one weeks are shaded as untested commits, with the exact count still to be supplied by Octane. ONE YEAR OF SHIPPING 51 WEEKS — UNREVIEWED COMMITS [X] commits 1 WEEK — PENTEST 1 release The pentest window is well spent. It’s the rest of the year that isn’t covered.
“Octane delivered findings on par with a world-class security researcher.”

Lucas Manuel · Head of Smart Contracts, Phoenix Labs (Spark)

[Customers]

Teams that stopped waiting a year to find out

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[Definitions]

What each one actually is

Two honest definitions, then the part most comparison pages skip: Octane isn’t one thing.

Defined fairly, in their own terms
Dimension The annual pentest Octane
What it is A scheduled, human-led assessment. A team of testers probes a scoped system for a fixed window, then delivers a report. Agentic security analysis, sold three ways. Octane reasons about execution paths across a codebase and reports exploitable issues with proof.
Built to Give you expert judgment on a defined scope and a report your auditors and customers will accept. Find exploitable bugs at whatever cadence and depth the moment calls for.
Works on The deployed system and everything in scope around it, including infrastructure and people. Your source code. No production access, production traffic, or live environment required.

Octane’s three modes

One product, three shapes
Mode When teams use it Shape
Continuous Analysis Every pull request, all year Ongoing, in CI/CD
On-Demand Analysis Pre-audit hardening, a dependency you didn’t write, one high-stakes PR, acquisition diligence Self-serve, scoped, minutes
Adversarial Research Engagements Major upgrades, novel architectures, anything where a finding will be disputed without runnable proof Time-bound, researcher-led, report deliverable

Only the first of those is “continuous.” The third is an engagement, the same shape as a pentest. That’s the comparison most of this page is really about.

[Overlap]

Same goal. Different shape.

Both exist to find what an attacker would find before they do.

Offensive mindset

Both think like an attacker, not a checklist.

Exploitability focus

Both rank issues by real impact, not theoretical severity.

Remediation guidance

Both tell you what to fix and why.

A report someone else will read

Both produce a deliverable meant to survive scrutiny from an auditor, a reviewer, or a counterparty.

[The reframe]

One engagement a year, or a coverage model

The honest version of this comparison is a question about coverage: how much of the year gets looked at, and how much of your code.

  • A pentest is one engagement. Octane is three, and one of them is an engagement.
  • Octane lives in your pull requests. Your pentest lives in a PDF. Both are useful; only one is current.
  • A pentest tests the system you deployed. Octane tests the code you’re about to deploy.
“Our security program has always been built around defense in depth. We combine careful protocol design, professional audits, and a live bug bounty. What Octane adds is coverage between those controls: continuous analysis at the moment new code is introduced. That kind of continuous coverage fundamentally changes the economics of finding and fixing issues.”
Lucas Manuel · Co-founder and Head of Smart Contracts, Phoenix Labs (developer of Spark and Maker)

[Friction]

What makes the annual pentest hard to love?

None of this is a knock on pentesters. It’s what a once-a-year cadence does to a team that ships every week.

Stale on arrival

The report covers code you’ve already changed.

Always current

Continuous Analysis tests every PR against the latest code.

Weeks to start

Scoping calls, SOWs, and a spot on the firm’s calendar.

Minutes to start

On-Demand Analysis runs against a scope you define, without waiting on anyone’s availability.

Fixes wait for the report

Bugs sit in production until the PDF lands.

Fixes happen at merge

The developer who wrote it fixes it while it’s fresh.

Retests cost extra

Proving the fix often means another invoice.

Retests are automatic

Push the fix; Octane re-checks it.

Scope is a guess

What’s out of scope stays untested until next year.

Coverage grows with the code

New repos and services are analyzed as they’re added.

Budget spikes once a year

One large line item, hard to justify mid-year.

Predictable spend

[Octane pricing model].

[Honest scorecard]

Where does a pentest win? More than you’d expect from a page like this.

Octane analyzes source code. A pentest tests a running system and the people around it. Those are different jobs, and the pentest owns several of them outright.

Six areas where the pentest leads
Area Annual pentest Octane
Network, cloud, and infrastructure Firewall rules, segmentation, exposed services, IAM misconfiguration: all scopeable Out of scope. Octane analyzes source code, not deployed infrastructure.
The running system Tests what you actually shipped: TLS, headers, session handling, live auth flows, chained misconfigurations Analyzes the code that produces those behaviors, not the deployment itself
Social engineering and physical Phishing, pretexting, badge access, the human layer Not in scope, and won’t be
Independence A third party with no commercial stake in the result A vendor assessing code it also sells you tooling for. Weigh that honestly.
Complex business-logic and incentive abuse Experienced testers chain unusual flows creatively and reason about motive Strong on code-level exploitability; an ARE adds a human researcher, but a fresh outside perspective still has its own value
Named-firm attestation A signed report that specific frameworks, auditors, and enterprise questionnaires ask for by name An ARE ships a report built for the same scrutiny; whether a given auditor accepts it is [check framework by framework]

If the thing you’re buying is coverage of a live system and the people using it, buy a pentest. We’d tell you the same on a call.

[Scorecard]

Where does Octane win? Cadence, speed, and proof you can run.

Which Octane mode replaces what

Start here: what is your pentest actually buying?
If your pentest is really buying… The honest answer
Coverage of code between engagements Continuous Analysis complements it. Nothing to cancel.
A fast read on one repo, dependency, or PR On-Demand Analysis replaces that scoped engagement and returns in minutes.
A deep, adversarial look at a high-stakes release, with a report An ARE competes for that budget directly. Same shape, researcher-led, runnable proof per finding.
A signed third-party test a framework names explicitly Keep the pentest unless your auditor confirms otherwise. [Confirm framework by framework]
Network, cloud, social engineering, or physical scope Keep the pentest. Octane doesn’t do this.

Cadence and coverage

How much of the year, and how much of the code
Capability Octane Annual pentest
Test frequency Every pull request, every day Once a year, sometimes twice
Code covered All code, including what shipped after the last test The version in scope during the test window
Time to first finding [X] minutes after connecting a repo Weeks, after scoping and scheduling
Scope changes mid-year New repos and services picked up as they’re added Out of scope until the next engagement

Developer workflow

Where a finding lands, and who acts on it
Capability Octane Annual pentest
Where findings show up Inline PR comments and CI checks PDF or portal, after the engagement
Who fixes it The author, before merge Whoever picks up the ticket months later
Fix verification Automatic on the next push Scheduled retest, often billed
Knowledge build-up A context layer that sharpens with every pass Fresh team each year, re-learning your system

The deep engagement, head to head

This is the row-for-row comparison people actually want: an Adversarial Research Engagement against a traditional pentest. Both time-bound, both researcher-led, both ending in a report.

Octane ARE vs a traditional pentest engagement
Capability Octane ARE Annual pentest
Who directs it A senior Octane researcher scopes the attack surface, sets the threat model, and steers iterative adversarial passes A lead tester scopes the engagement and directs the team
Breadth within the window Execution paths enumerated at machine scale, across branches beyond manual reach Bounded by tester-days
Evidence per finding Exploit path, documented root cause, runnable proof of concept, and remediation guidance for every critical, high, and medium Varies by tester and firm
What you keep afterward Hardening recommendations plus a sharpened context layer that carries into continuous analysis The report
Track record Novel memory-disclosure findings in Chromium, Gecko, and WebKit in 72 hours of researcher-directed analysis; one is CVE-2026-5888 Firm-dependent
Scope ceiling Source code only Can extend to infrastructure, network, and people
“Difficult and expensive to replicate with manual review alone.”
Marco Antonio Ribeiro · CTO, [Company]

Pricing

What you pay for, and when
Line item Octane Annual pentest
Pricing model [Subscription for continuous; ARE scoped separately] Per engagement, scoped by days of effort
Cost of a retest Included Often extra
Cost of new code Included Out of scope until next year
Lead time Same day for continuous and on-demand; [X] for an ARE Weeks
[Customer quote on cost vs coverage]
[Name, Title, Company]

See it on code a pentest already cleared

We’ll analyze the exact release your last pentest covered, plus everything you’ve shipped since.

[Timeline]

Two ways to spend a year

The same twelve months, with a pentest alone and with Octane in the mix.

The same twelve months, two coverage models
Stage Annual pentest only With Octane
Months 1–10: shipping New code ships unreviewed; risk builds quietly Every PR is analyzed and fixed before merge
A risky dependency lands in month 4 Out of scope until next year On-Demand Analysis reads it the same afternoon
Month 8: major upgrade Waits for the annual window, or pays for an extra engagement An ARE goes deep on the upgrade while it’s still changeable
Month 11: pentest prep Scoping calls, freeze windows, test accounts Octane’s findings history hands testers a map of what’s already covered
Month 12: the test Testers spend days on issues a tool could have caught Testers spend the window on infrastructure, people, and live business logic
Report day Dozens of findings, many already stale or duplicated A short report of deep, novel issues
After the report Fixes queue behind roadmap work; retest is billed Fixes are verified automatically on push

[Coexistence]

Complement it, redirect it, or replace it. All three are honest answers.

Which one fits depends on what your pentest is actually buying, and for a lot of teams the answer is more than one.

Path 01 · Complement

Your scope includes infrastructure or people

Nothing gets cancelled. Octane covers the source code for the other 51 weeks.

Path 02 · Redirect

Your window goes on code-level findings

Same budget, same firm. Octane clears the shallow findings first so the testers go deep.

Path 03 · Replace

The engagement is a deep code review plus a report

An ARE competes for that engagement outright. Confirm your auditor accepts it before you cancel anything.

The Octane Coverage Program

Pillar 01

Setup, handled

We connect your repos, tune rules to your stack, and run your first scan with you.

Pillar 02

Pentest-ready evidence

Export Octane’s findings and fix history to share with your pentest firm and auditors. [Confirm export formats]

Pillar 03

Our commitment

[e.g., first findings within 24 hours, or a concrete SLA]

How it actually works

  1. Connect your repo

    Read-only access, set up in [X] minutes.

  2. Scan your last tested release

    See what Octane finds in the code your pentest already covered, and in everything shipped since.

  3. Turn on PR checks

    Octane analyzes every change from then on.

[Proof]

Don’t take our word for it. Take theirs.

Signal quality
“Octane is the first product I’ve seen that produces what security and development teams actually need: specific, exploitable vulnerabilities with demonstrated impact and all the context required to fix the issue at its source. I wish I had something like this when I was building the DevSecOps program at Thermo Fisher Scientific.”
Keith Hoodlet · Former Director of Application Experience, Thermo Fisher Scientific
Continuous testing
[Quote: a critical bug Octane caught between pentests]
[Name, Title, Company]
ARE vs pentest
[Quote: an ARE finding a prior pentest missed]
[Name, Title, Company]
PR checks
[Quote: a developer fixing an issue in the PR, before review]
[Name, Title, Company]
Auto-verification
[Quote: time or money saved on retests]
[Name, Title, Company]
Compliance evidence
[Quote: an auditor or customer accepting Octane evidence]
[Name, Title, Company]

[Numbers]

The gap, measured

[X] exploitable issues caught between annual tests, on average
[X] min from repo connect to first finding
72 hrs to novel memory-disclosure findings in Chromium, Gecko, and WebKit under an ARE

Browser-engine result published by Octane; one finding is CVE-2026-5888. [confirm cleared for comparison pages]

[What people ask]

Questions security teams actually ask

Every question below came off a sales call or an inbound email, not a keyword tool. [confirm provenance with sales]

Does Octane replace my annual pentest?
It depends what the pentest is for. If it covers infrastructure, cloud configuration, or social engineering, keep it: Octane analyzes source code and doesn’t touch those. If it’s a deep review of your code ending in a report, an Adversarial Research Engagement competes for that work directly. Most teams end up doing both: an ARE or continuous analysis on the code, a pentest on everything around it.
Can an ARE satisfy my compliance requirement?
Sometimes. An ARE is a time-bound, researcher-led engagement that ends in a report built to survive scrutiny from an auditor or a counterparty. But some frameworks and many enterprise questionnaires ask for a third-party penetration test by name. Confirm with your auditor before you cancel anything. [Confirm framework-by-framework guidance with legal/compliance]
What does a pentest do that Octane can’t?
Network and cloud infrastructure, the deployed runtime, social engineering, and physical access. Octane works from source code and needs no production access, which is what makes it fast and also what bounds it.
How is Octane different from a vulnerability scanner?
[Octane’s differentiation: AI-driven offensive testing, exploit validation, low noise.]
How long does setup take?
[X] minutes to connect a repo. First findings the same day.
How does Octane validate findings?
[Validation method, e.g., proof-of-concept exploits.]
What languages and platforms do you support?
[Supported languages, chains, and frameworks.]
What does it cost compared to a pentest?
[Pricing summary or link to pricing page.]

Your code ships every week. Your security should keep up.

Keep the pentest for everything it’s good at. Stop asking it to cover the other 51 weeks.