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Farion vs. Aikido

Full capability, and your code never leaves.

Aikido makes you choose: keep your source private and lose AutoFix and depth, or go to their cloud and hand your code to someone else’s AWS. Farion refuses the trade — SSA dataflow, SCA reachability, AI autofix and SAST-informed DAST, all inside your own environment.

The engine

Per-file patterns, with a language model filling the gaps.

In the build we examined (June 2026), Aikido’s SAST is OpenGrep — a fork of Semgrep’s free engine — running in its default per-file mode, and it never requests dataflow traces. When a pattern can’t resolve a finding, Aikido assembles a snippet of nearby code and sends it to a hosted large language model to decide whether the flow is real.

That isn’t dataflow analysis. It’s a language model reading a fragment and forming an opinion. Farion’s SSA engine computes interprocedural, context- and field-sensitive taint across your whole codebase, and our own security language models run the analysis — on your hardware if you want.

The trade Aikido forces: their local scanner keeps your source local but excludes AutoFix; their cloud adds AutoFix but clones your repository to their infrastructure. Farion gives you both at once — full capability, fully air-gapped.
Feature by feature

Farion vs. Aikido

Farion
Aikido
SAST engine
Farion

SSA interprocedural taint

Aikido

OpenGrep, per-file patterns

As seen in the version we examined (Jun 2026)
Dataflow / taint analysis
Farion

Context- & field-sensitive SSA

Aikido

None in the version we examined

LLM triages a snippet in place of client-side dataflow
DAST
Farion

SAST-informed — knows handler & input

Aikido

Standalone black-box scanner

SCA reachability
Farion

On real SSA taint

Aikido

Not on SSA taint

Licence compliance
Farion

Full text extracted & verified

Aikido

LLM scoring declared metadata

AI autofix, air-gapped
Farion

Included, on your hardware

Aikido

AutoFix is cloud-only

Analysis engines
Farion

Ours, end to end

Aikido

Bundled open-source binaries

Your code stays in your network
Farion

Always

Aikido

Local scanner only; cloud clones to AWS

Comparison based on publicly available vendor documentation and our own product testing, July 2026. Product names and trademarks are the property of their respective owners.
Then keep hitting

Where the gap widens

DAST that isn’t guessing

Aikido’s DAST is a standalone black-box scanner hammering your endpoints from outside. Farion’s reads the SSA engine’s HTTP handlers and reaching inputs, then builds the exploit for the flow it already proved.

Licence text, not metadata

Aikido scores the licence a package declares. Farion extracts the full licence text and verifies it matches the package — audit-grade, at SCA speed.

Your AI, your hardware

Aikido’s reasoning step calls a hosted third-party model. Farion’s security language models are ours and run inside your environment — no source fragments leave the building.

Engines that are ours

Aikido’s scanner orchestrates bundled open-source binaries. Farion’s SSA, SCA, DAST and licence engines are built in-house and ship as one integrated product.

The Farion difference

Why teams choose Farion

SAST-informed DAST

Our DAST reads the SSA engine — it knows which HTTP handler is vulnerable and which input reaches it, then synthesises an exploit for that exact flow. Everyone else guesses at your endpoints from the outside.

Audit-grade licence compliance

We extract the full licence text and verify it matches the package — not just the declared metadata. The Black Duck tier of the market, at SCA speed.

Reachability on real taint

Exploitability verdicts ride on SSA-computed, context- and field-sensitive data flows across your whole codebase — not a call-graph guess.

Your code never leaves your network

Full capability inside your own environment — your cloud, your data centre, or fully air-gapped. Not a policy. An architecture.

Own SLMs, no third-party AI API

Our security language models are ours and run on your hardware. No slice of your source is shipped to someone else’s cloud to be reasoned about.

One integrated product

SAST, SCA, DAST, licence, container and vuln management in a single platform — not modules bolted onto a dashboard, and not seven SKUs.

See the full-capability scan run air-gapped.

Book a walkthrough, or request trial access for your own environment. German vendor, built in Berlin — your code never leaves your network.


FARION.AI

Farion combines native SAST, exploitability-aware SCA with SBOM, VEX and license compliance, and SAST-informed active AI verification in one continuous scan.

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