Can I use SWE-agent and Ellipsis AI together?

Yes, many teams use both tools together for different purposes. Use the Stack Builder section above to combine SWE-agent and Ellipsis AI with other tools and save your AI toolkit.

Does SWE-agent or Ellipsis AI have a free plan?

SWE-agent is a paid tool. Ellipsis AI is a paid tool with a free trial. Always verify current pricing directly with the vendor.

SWE-agent vs Ellipsis AI

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Updated May 2026

SWE-agent

Princeton University

Autonomously fix GitHub issues and perform coding tasks with your preferred language model.

0.0(0)

OPEN_SOURCE

84% data quality

Ellipsis AI

Ellipsis AI Inc.

Automate code reviews and fix bugs with an AI software engineer

0.0(0)

PAID

92% data quality

Trust & Reliability

SWE-agent

Trust data not available yet

Ellipsis AI

Users:10K-100K

Customers (per vendor):PromptLayer, Mosaic, TryRisotto +6

Too Close to Call

Ellipsis AI (6.5) vs SWE-agent (6.3) — difference of 0.2 points

AI Comparison Summary

SWE-agent

6.3

avg score

Ellipsis AI

6.5

avg score

Ellipsis AI leads overall — particularly in Ease of Use.

SWE-agent has an edge in Value for Money.

Based on 6 dimensions

How scores are calculated

Overall Winner

Ellipsis AI

6.5 / 10

SWE-agent

Best For

Software developers automating bug fixes

Researchers in AI and software engineering

Cybersecurity professionals for vulnerability detection

Teams solving competitive coding challenges

Not Ideal For

Non-technical users seeking a no-code solution

Simple text generation or content creation tasks

Real-time customer support or conversational AI

Ellipsis AI

Best For

Automating code review processes for development teams

Generating code and fixing bugs for software engineers

Enforcing coding standards and style guides

Summarizing code changes and creating release notes

Not Ideal For

Teams not using GitHub for version control

Organizations requiring SOC 2 Type II certification

Non-technical users needing a no-code solution

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

SWE-agent is best for

✍️Writing & Content8.0💬Chat & Conversation8.0🔍Research7.0

Ellipsis AI is best for

🤖Automation & Agents10.0🎧Customer Support10.0✍️Writing & Content7.0

Filter by your use case:

Pros & Cons

SWE-agent

Pros

Achieves state-of-the-art performance on SWE-bench
Offers high flexibility with choice of language models
Fully configurable through a single YAML file
Designed for research, making it simple and hackable
Supports multimodal input for processing images in issues
Open-source with an active community

Cons

Currently in maintenance-only mode, superseded by mini-swe-agent
Requires technical expertise for setup and configuration
Performance is dependent on the chosen language model
Not a plug-and-play solution for non-developers
May require human oversight for critical code changes

Ellipsis AI

Pros

Supports all programming languages
Provides automatic code reviews on every commit
Offers unlimited code generation and Q&A functionality
Learns and customizes reviews based on team feedback
Free for public GitHub repositories
Does not persist source code, enhancing security

Cons

Only SOC 2 Type 1 certified, not Type II
Requires explicit permission for code commits, not fully autonomous in deployment
Primarily focused on GitHub integration, might not suit other VCS
No explicit uptime SLA provided

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

SWE-agent

6.3

/ 10

Ellipsis AI

6.5

/ 10

Your pick

Dimension Breakdown

Ease of Use

How easy it is to get started and use daily

SWE-agent

3.0

Ellipsis AI

7.0▲ +4.0

Output Quality

Quality and accuracy of generated results

SWE-agent

7.0

Ellipsis AI

7.0

Value for Money

Cost vs. features and output quality

SWE-agent

10.0▲ +2.0

Ellipsis AI

8.0

Customizability

Calculated

Ability to tailor to specific needs

SWE-agent

7.0▲ +1.0

Ellipsis AI

6.0

Support & Ecosystem

Documentation, community, and support quality

SWE-agent

7.0▲ +1.0

Ellipsis AI

6.0

Integration Power

Calculated

Ability to connect with other tools and workflows

SWE-agent

4.0

Ellipsis AI

5.0▲ +1.0

Calculated = derived from verified integration count and API/open-source signals. AI = LLM-assessed from public website content. Methodology

Task Performance

SWE-agent

Task

Ellipsis AI

6.0

Code Completion

6.0

8.0

Bug Detection

8.0

7.0

Code Explanation

7.0

Refactoring

7.0

6.0

Test Generation

5.0

Multi Language Support

10.0

8.0

Context Understanding

7.0

Documentation Generation

7.0

Performance Optimization

6.0

8.0

Security Scanning

6.0

* Task scores (1–10) are algorithmically generated from publicly available data.

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, SWE-agent or Ellipsis AI?

Both are strong options. SWE-agent has a rating of 0.0/5 (0 reviews), while Ellipsis AI has a rating of 0.0/5 (0 reviews). The best choice depends on your specific use case, budget, and workflow requirements.

Is SWE-agent cheaper than Ellipsis AI?

SWE-agent starts at free (open_source model). Ellipsis AI starts at free (paid model) with a free trial. Use the Cost Calculator above for a detailed estimate.

What are the main differences between SWE-agent and Ellipsis AI?

SWE-agent — "Autonomously fix GitHub issues and perform coding tasks with your preferred language model.". Ellipsis AI — "Automate code reviews and fix bugs with an AI software engineer". 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.

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