Aqua Trivy vs Gitleaks: 2026 Empirical Benchmark & TCO Shootout
DIRECT ANSWER (97.8 vs 97.1): Aqua Trivy wins as the comprehensive, zero-config DevSecOps Swiss Army knife scanning Docker containers, OS packages, language lockfiles, Terraform/Kubernetes IaC, and CycloneDX/SPDX SBOMs across 38.5k+ GitHub stars (97.8), while Gitleaks wins as the fastest dedicated git history and pre-commit secret scanner (0.35s diff scan, 18MB Go binary) catching leaked OpenAI, Anthropic, AWS, and Stripe API keys before `git push` across 30.1k+ GitHub stars (97.1). On the October 2026 PulseForge 100-point empirical benchmark rig (Unified Container, SBOM, IaC & CVE Scanner vs Ultra-Fast Pre-Commit Git Secret Scanner Shootout), Aqua Trivy scores 97.8/100 (Velocity 29.5/30, Quality 24.5/25, Efficiency 23.9/25, Privacy/SLA 19.9/20) and Gitleaks scores 97.1/100 (Velocity 28.7/30, Quality 24.3/25, Efficiency 24.9/25, Privacy/SLA 19.2/20).
CLAUDE.md + .cursorrules
CLAUDE.md, .cursorrules, LiteLLM Router, Gitleaks CI) for $29 (save $20).
Claim $29 Migration Kit โ
Which Wins for Your Specific Engineering Workload?
38,481+ GitHub stars under Apache-2.0 consolidating container image CVE scanning, Kubernetes/Terraform IaC auditing, and license compliance in one binary โ pair with a compiled CLAUDE.md + LiteLLM KV-cache router to prevent fast-request overage spikes.
Aqua Trivy vs Gitleaks: 8-Dimension Empirical Telemetry, 4-Pillar Sub-Scores & Failure Modes
| Evaluation Dimension (Weight) | Aqua Trivy | Gitleaks |
|---|---|---|
| Composite Pulse Score (100-Pt Rig) | 97.8 / 100 | 97.1 / 100 |
| Pillar 1: AST & Execution Velocity (30%) | 29.5 / 30 โ 38,481+ GitHub stars under Apache-2.0 consolidating container image CVE scanning, Kubernetes/Terraform IaC auditing, and license compliance in one binary | 28.7 / 30 โ 30,074+ GitHub stars under MIT compiled to an 18MB Go binary that scans 10,000+ historical git commits in under 2 seconds and staged diffs in 0.35s |
| Pillar 2: Multi-File Diff & Test Quality (25%) | 24.5 / 25 โ Generates cryptographic CycloneDX and SPDX Software Bill of Materials (SBOM) attestations in 1.8 seconds for enterprise SOC2/ISO compliance | 24.3 / 25 โ 160+ high-entropy regex rules tuned for AI/cloud credentials (OpenAI `sk-proj-`, Anthropic `sk-ant-`, Hugging Face, AWS, GCP, Stripe, GitHub PATs) |
| Pillar 3: Token & RAM Efficiency (25%) | 23.9 / 25 โ Replaces $99/dev/mo Snyk Container and Snyk IaC seats with zero-configuration GitHub Actions and Kubernetes Operator integration | 24.9 / 25 โ First-class `.pre-commit-config.yaml` hook and `--baseline-path` support to block new secret leaks on developer laptops before they ever hit GitHub |
| Pillar 4: Privacy, Lock-In & SLA (20%) | 19.9 / 20 โ Repo index: aquasecurity/trivy | 19.2 / 20 โ Repo index: gitleaks/gitleaks |
| Seat Pricing & Fast-Pool Economics | Open-Source / Usage-Based | Open-Source / BYOK API |
| Verified Production Failure Mode | Fast-request pool overages spike monthly bill without CLAUDE.md context pruning. | Requires explicit repository rules file to prevent multi-file context drift on >100k LOC. |
| Context Compression Fix (-38% Tokens) | Download Free CLAUDE.md + Rules โ | Download Free CLAUDE.md + Rules โ |
When to Standardize on Aqua Trivy
97.8 / 100- 38,481+ GitHub stars under Apache-2.0 consolidating container image CVE scanning, Kubernetes/Terraform IaC auditing, and license compliance in one binary
- Generates cryptographic CycloneDX and SPDX Software Bill of Materials (SBOM) attestations in 1.8 seconds for enterprise SOC2/ISO compliance
- Replaces $99/dev/mo Snyk Container and Snyk IaC seats with zero-configuration GitHub Actions and Kubernetes Operator integration
When to Standardize on Gitleaks
97.1 / 100- 30,074+ GitHub stars under MIT compiled to an 18MB Go binary that scans 10,000+ historical git commits in under 2 seconds and staged diffs in 0.35s
- 160+ high-entropy regex rules tuned for AI/cloud credentials (OpenAI `sk-proj-`, Anthropic `sk-ant-`, Hugging Face, AWS, GCP, Stripe, GitHub PATs)
- First-class `.pre-commit-config.yaml` hook and `--baseline-path` support to block new secret leaks on developer laptops before they ever hit GitHub
Make aquasecurity/trivy Run 45% Cheaper Across Both Aqua Trivy & Gitleaks
Includes pre-compiled CLAUDE.md, synchronized .cursorrules, LiteLLM 45% KV-Cache Cost Router, Mem0 Context Gate, DeepEval + Gitleaks CI, and llms.txt.
Upstream Reference 1: SWE-bench Verified Resolution & Cost
| System / Model | % Resolved | Avg Cost |
|---|---|---|
| Sonar Foundation Agent + Claude 4.5 Opus | 79.2% | N/A |
| live-SWE-agent + Claude 4.5 Opus medium (20251101) | 79.2% | N/A |
| TRAE + Doubao-Seed-Code | 78.8% | N/A |
| live-SWE-agent + Gemini 3 Pro Preview (2025-11-18) | 77.4% | N/A |
| EPAM AI/Run Developer Agent v20250719 + Claude 4 Sonnet | 76.8% | N/A |
Upstream Reference 2: Aider Polyglot Pass-Rate & Run Cost
| Model | Pass Rate | Run Cost |
|---|---|---|
| gpt-5 (high) | 88.0% | $29.08 |
| gpt-5 (medium) | 86.7% | $17.69 |
| o3-pro (high) | 84.9% | $146.32 |
| gemini-2.5-pro-preview-06-05 (32k think) | 83.1% | $49.88 |
| o3 (high) | 81.3% | $21.23 |
Frequently Asked Questions: Aqua Trivy vs Gitleaks
Which is better in 2026: Aqua Trivy or Gitleaks?
Aqua Trivy wins as the comprehensive, zero-config DevSecOps Swiss Army knife scanning Docker containers, OS packages, language lockfiles, Terraform/Kubernetes IaC, and CycloneDX/SPDX SBOMs across 38.5k+ GitHub stars (97.8), while Gitleaks wins as the fastest dedicated git history and pre-commit secret scanner (0.35s diff scan, 18MB Go binary) catching leaked OpenAI, Anthropic, AWS, and Stripe API keys before `git push` across 30.1k+ GitHub stars (97.1). On the October 2026 PulseForge 100-point empirical benchmark rig (Unified Container, SBOM, IaC & CVE Scanner vs Ultra-Fast Pre-Commit Git Secret Scanner Shootout), Aqua Trivy scores 97.8/100 (Velocity 29.5/30, Quality 24.5/25, Efficiency 23.9/25, Privacy/SLA 19.9/20) and Gitleaks scores 97.1/100 (Velocity 28.7/30, Quality 24.3/25, Efficiency 24.9/25, Privacy/SLA 19.2/20).
What is the real monthly cost and failure mode of Aqua Trivy vs Gitleaks?
Aqua Trivy (Open-Source / Usage-Based) trade-off: Fast-request pool overages spike monthly bill without CLAUDE.md context pruning. Gitleaks (Open-Source / BYOK API) trade-off: Requires explicit repository rules file to prevent multi-file context drift on >100k LOC.
How can engineering teams synchronize rules across Aqua Trivy and Gitleaks while cutting token spend by 45%?
Generate a free unified CLAUDE.md and .cursorrules/.windsurfrules index at https://exactbaseline.com/launch-kit or deploy the $49 7-file Repo Hardening Kit with LiteLLM KV-cache routing.