agent · ai-coding-agents
Amazon Q Developer vs Sweep AI
55 fields both were evaluated on, 25 of them different — including where one discloses something the other does not. Every value links to the document it came from. 30 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Runtime governance· | “Enterprise-grade access controls Amazon Q provides familiar security and access controls and can understand and respect your existing AWS IAM Identity Center governance identities, roles, and permissions to personalize its interactions.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Permission scopes· | “Enterprise-grade access controls Amazon Q provides familiar security and access controls and can understand and respect your existing AWS IAM Identity Center governance identities, roles, and permissions to personalize its interactions.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Compliance certifications· | no public information aws.amazon.com · checked Aug 1, 2026 | |
| Regulatory alignment· | no public information aws.amazon.com · checked Aug 1, 2026 | |
| Evaluation coverage· | “Amazon Q Developer agentic capabilities have achieved the highest scores on the SWE-Bench Leaderboard and Leaderboard Lite.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Agency
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Autonomy level· | autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades “Amazon Q Developer agentic capabilities can autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Human oversight· | while incorporating your feedback and providing real-time updates along the way “The agentic coding experience can intelligently perform tasks on your behalf by automatically reading and writing files, generating code diffs, and running shell commands, while incorporating your feedback and providing real-time updates along the way.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Goal complexity· | complex multistep tasks such as unit testing, documentation, and code reviews “Amazon Q Developer agentic coding experience eliminates much of the work involved in complex multistep tasks such as unit testing, documentation, and code reviews.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Action space· | reading and writing files, generating code diffs, and running shell commands “The agentic coding experience can intelligently perform tasks on your behalf by automatically reading and writing files, generating code diffs, and running shell commands”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Initiative· | autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades “Amazon Q Developer agentic capabilities can autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades.”aws.amazon.com · checked Aug 1, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Safety
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Safety policy· | no public information aws.amazon.com · checked Aug 1, 2026 | “Privacy-first Enterprise-ready with SOC 2 compliance and zero data retention.”sweep.dev · checked Aug 1, 2026 |
| Data handling· | “When you use Amazon Q Developer Pro , your proprietary content is not used for service improvement.”aws.amazon.com · checked Aug 1, 2026 |
Practicality
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Pricing model· | The Amazon Q Developer perpetual Free Tier gives you 50 agentic chat interactions per month. You can also transform up to 1,000 lines of code per month “Try Amazon Q Developer at no cost with the AWS Free Tier . The Amazon Q Developer perpetual Free Tier gives you 50 agentic chat interactions per month. You can also transform up to 1,000 lines of code per month. To learn about pricing and the Amazon Q Developer Free Tier, visit Amazon Q Developer pricing .”aws.amazon.com · checked Aug 1, 2026 | |
| Price point· | “Try Amazon Q Developer at no cost with the AWS Free Tier . The Amazon Q Developer perpetual Free Tier gives you 50 agentic chat interactions per month. You can also transform up to 1,000 lines of code per month.”aws.amazon.com · checked Aug 1, 2026 | |
| Availability· | available for use in your code editor. Download a plugin or extension below and get started on the Amazon Q Developer Free Tier in a few minutes “Amazon Q Developer is available for use in your code editor. Download a plugin or extension below and get started on the Amazon Q Developer Free Tier in a few minutes.”aws.amazon.com · checked Aug 1, 2026 | |
| Deployment options· | no public information aws.amazon.com · checked Aug 1, 2026 | |
| Integrations· | no public information aws.amazon.com · checked Aug 1, 2026 | “Works with all JetBrains IDEs IntelliJ IDEA, PyCharm, Android Studio, WebStorm, PhpStorm, Rider, and more.”sweep.dev · checked Aug 1, 2026 |
Foundation models
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Base models· | no public information aws.amazon.com · checked Aug 1, 2026 | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 |
| Model provider· | no public information aws.amazon.com · checked Aug 1, 2026 | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 |
Ecosystem
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| Protocols supported· | agentic coding, chat and MCP support “For capabilities similar to Amazon Q Developer IDE plugins, explore Kiro to access the latest models and features, including agentic coding, chat and MCP support.”aws.amazon.com · checked Aug 1, 2026 | |
| Tool use· | automatically reading and writing files, generating code diffs, and running shell commands “The agentic coding experience can intelligently perform tasks on your behalf by automatically reading and writing files, generating code diffs, and running shell commands”aws.amazon.com · checked Aug 1, 2026 | “Web Search & Fetch Tools - Browse the web from Sweep”sweep.dev · checked Aug 1, 2026 |
| Marketplace presence· | no public information aws.amazon.com · checked Aug 1, 2026 |
Impact
| Field | Amazon Q Developer | Sweep AI |
|---|---|---|
| User base· | no public information aws.amazon.com · checked Aug 1, 2026 | |
| Deployment scale· | available for use in your code editor. Download a plugin or extension below and get started on the Amazon Q Developer Free Tier in a few minutes “Amazon Q Developer is available for use in your code editor. Download a plugin or extension below and get started on the Amazon Q Developer Free Tier in a few minutes.”aws.amazon.com · checked Aug 1, 2026 | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
| Target sectors· | no public information aws.amazon.com · checked Aug 1, 2026 | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
Disclosed by neither
Both Amazon Q Developer and Sweep AI publish nothing on these 30 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 30 identical table rows. Each is shown with its source check on the individual profiles.
- Operating environment
- High-risk domains
- Documented incidents
- Supported regions
- Support model
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Multi-agent
- API access
- Open source
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Amazon Q Developer and Sweep AI compare on autonomy level?
- Amazon Q Developer: autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades. Sweep AI: no public information disclosed.
- How do Amazon Q Developer and Sweep AI compare on human oversight?
- Amazon Q Developer: while incorporating your feedback and providing real-time updates along the way. Sweep AI: no public information disclosed.
- How do Amazon Q Developer and Sweep AI compare on goal complexity?
- Amazon Q Developer: complex multistep tasks such as unit testing, documentation, and code reviews. Sweep AI: no public information disclosed.
- How do Amazon Q Developer and Sweep AI compare on action space?
- Amazon Q Developer: reading and writing files, generating code diffs, and running shell commands. Sweep AI: no public information disclosed.
- How do Amazon Q Developer and Sweep AI compare on initiative?
- Amazon Q Developer: autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades. Sweep AI: no public information disclosed.