Swarms vs Trunk.io
Comprehensive side-by-side comparison — features, pricing, performance, and more.
Updated June 2026
Trust & Reliability
Trunk.io
Overall Winner: Trunk.io
7.5/10 vs Swarms at 6.5/10
Leads in:
Support
Integrations
Ease of Use
AI Comparison Summary
Swarms
6.5
avg score
Trunk.io
7.5
avg score
Trunk.io leads overall — particularly in Ease of Use.
Based on 6 dimensions
How scores are calculatedOverall Winner
Trunk.io
7.5 / 10
Swarms
Best For
Building production-grade autonomous systems for enterprises
Deploying and scaling multi-agent AI workflows
Developing high-performance AI agents with Rust
Orchestrating complex agent collaboration systems
Not Ideal For
Non-technical users seeking no-code agent builders
Individuals or small teams with very limited budgets for API usage
Users who require a purely graphical interface for agent design
Trunk.io
Best For
Eliminating flaky tests in CI pipelines for engineering teams
Accelerating code merges and maintaining main branch stability
Optimizing CI costs and developer productivity in monorepos
Automating root cause analysis for test failures
Not Ideal For
Teams without existing CI/CD pipelines
Non-technical users seeking a no-code solution for software development
Small projects with very low code churn and minimal testing needs
* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology
Swarms is best for
🤖Automation & Agents9.0
Trunk.io is best for
💻Coding & Dev9.0🤖Automation & Agents8.0📊Data & Analytics7.0
Filter by your use case:
Pros & Cons
SwarmsPros
- Rust-optimized runtime delivers 100x faster performance than Python
- Supports over 600 AI models, offering maximum flexibility
- Comprehensive multi-agent orchestration capabilities out-of-the-box
- Includes persistent and shared memory systems for agents
- Enterprise-grade security, compliance (SOC 2, HIPAA), and reliability (99% uptime)
- Offers both open-source frameworks (Python, Rust) and a hosted API
Cons
- Requires coding knowledge (Python, Rust, API) for full utilization
- Advanced features and higher limits are behind paid tiers
- Usage-based pricing can become costly for high-volume operations
- No visual builder for non-developers to create agents
- Relies on external LLM providers, incurring additional costs
Trunk.ioPros
- Automatically detects and quarantines flaky tests, preventing CI blockages
- Advanced merge queue features like parallelization and intelligent batching drastically reduce merge times
- AI-powered failure analysis provides quick insights into test issues
- Seamless integration with GitHub, Slack, Jira, and Linear streamlines workflows
- Supports any language, test runner, and CI provider, offering high flexibility
- Offers on-premise deployment for Enterprise customers, enhancing data control
- Free tier available for open-source projects and small teams
Cons
- Requires integration with existing CI/CD pipelines, which may involve initial setup
- Advanced features like on-premise deployment and custom integrations are limited to Enterprise plans
- AI-powered analysis, while helpful, may still require human oversight for complex issues
- Focuses primarily on CI/CD and test reliability, not a full-suite DevOps platform
Weighted Score — Adjust What Matters to You
Pick a profile or drag sliders — scores and radar update instantly on the right.
Quick profiles:
Ease of Use5
Output Quality5
Value for Money5
Customizability5
Support & Ecosystem5
Integration Power5
Dimension Comparison
Swarms
6.5
/ 10
Trunk.io
7.5
/ 10
Clear winner
Dimension Breakdown
Ease of Use
AIHow easy it is to get started and use daily
Swarms
3.0
Trunk.io
7.0▲ +4.0
Output Quality
AIQuality and accuracy of generated results
Swarms
8.0
Trunk.io
8.0
Value for Money
AICost vs. features and output quality
Swarms
6.0
Trunk.io
7.0▲ +1.0
Customizability
CalculatedAbility to tailor to specific needs
Swarms
8.0▲ +1.0
Trunk.io
7.0
Support & Ecosystem
AIDocumentation, community, and support quality
Swarms
7.0
Trunk.io
8.0▲ +1.0
Integration Power
CalculatedAbility to connect with other tools and workflows
Swarms
7.0
Trunk.io
8.0▲ +1.0
Calculated = derived from verified integration count and API/open-source signals. AI = LLM-assessed from public website content. Methodology
Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy
Frequently Asked Questions
Which is better, Swarms or Trunk.io?
Both are strong options. Swarms has a rating of 0.0/5 (0 reviews), while Trunk.io has a rating of 0.0/5 (0 reviews). The best choice depends on your specific use case, budget, and workflow requirements.
Is Swarms cheaper than Trunk.io?
Swarms starts at free (freemium model). Trunk.io starts at free (freemium model). Use the Cost Calculator above for a detailed estimate.
What are the main differences between Swarms and Trunk.io?
Swarms — "Build, deploy, and scale autonomous AI agent swarms with unprecedented control". Trunk.io — "Keep CI Green: Eliminate flaky tests and merge bottlenecks". Key differences include their pricing models, platform support, integrations, and technical capabilities. See the Feature Comparison table above for a complete side-by-side breakdown.