Kiro vs Sweep AI
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Kiro | Sweep AI |
|---|---|---|
| Explainability· | “By using specs, Kiro works alongside you to define requirements, system design, and tasks to be implemented before writing any code. This approach explicitly documents the reasoning and implementation decisions”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Permission scopes· | no public information sweep.dev · checked Aug 1, 2026 | |
| Compliance certifications· | “Built and operated by AWS, Kiro benefits from the same security, reliability, and privacy standards and controls trusted by millions of customers.”kiro.dev · checked Aug 4, 2026 | |
| Regulatory alignment· | no public information kiro.dev · checked Aug 4, 2026 |
Agency
| Field | Kiro | Sweep AI |
|---|---|---|
| Goal complexity· | turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session “Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Action space· | turn your prompts into requirements, architectural designs, and sequenced tasks , then implements them with parallel agents . Property-based tests catch the edge cases that pass unit tests but break in production “Kiro turns your prompts into requirements, architectural designs, and sequenced tasks , then implements them with parallel agents . Property-based tests catch the edge cases that pass unit tests but break in production.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Operating environment· | “Kiro works as an agent in the [IDE](/docs/), with a [CLI](/docs/cli/), or in a [web browser](/docs/web/).”kiro.dev · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 10, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
| Initiative· | “Kiro is just more than code. Aside from just listening to prompts and doing things, it can actually work on tasks based on predefined triggers, making the development experience more efficient.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Safety
| Field | Kiro | Sweep AI |
|---|---|---|
| Safety policy· | no public information kiro.dev · checked Aug 4, 2026 | “Privacy-first Enterprise-ready with SOC 2 compliance and zero data retention.”sweep.dev · checked Aug 1, 2026 |
| Data handling· | no public information kiro.dev · checked Aug 4, 2026 |
Practicality
| Field | Kiro | Sweep AI |
|---|---|---|
| Pricing model· | credit-based pricing model “Kiro offers a credit-based pricing model with no daily or weekly rate limits and pre-paid overages, so you can code without breaking your flow or getting a surprise bill.”kiro.dev · checked Aug 4, 2026 | |
| Price point· | “$20 credit when you first sign up for a paid plan using social login or Builder ID ↗”kiro.dev · checked Aug 4, 2026 | |
| Availability· | no public information kiro.dev · checked Aug 4, 2026 | |
| Deployment options· | “Kiro works as an agent in the [IDE](/docs/), with a [CLI](/docs/cli/), or in a [web browser](/docs/web/).”kiro.dev · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 10, 2026 and this quote was not there. How we re-check citations | |
| Integrations· | no public information kiro.dev · checked Aug 4, 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 | Kiro | Sweep AI |
|---|---|---|
| Base models· | Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost. “Choose the best model for every task: Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost.”kiro.dev · checked Aug 4, 2026 | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 |
| Model provider· | Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost. “Choose the best model for every task: Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost.”kiro.dev · checked Aug 4, 2026 | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 |
| Model swappable· | “Choose the best model for every task: Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Open weights· | open-weight models “Choose the best model for every task: Anthropic Claude, open-weight models, or Auto , which picks the best model for the task based on complexity, factoring in model quality, latency, and cost.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Ecosystem
| Field | Kiro | Sweep AI |
|---|---|---|
| Protocols supported· | compatible with Agent Client Protocol (ACP) so you can bring it to your favorite tools. It supports AGENTS.md, Skills.md , and MCP . “The Kiro agent is compatible with Agent Client Protocol (ACP) so you can bring it to your favorite tools. It supports AGENTS.md, Skills.md , and MCP .”kiro.dev · checked Aug 4, 2026 | |
| Tool use· | pull context from tools like Figma or Terraform . “Catch bugs with property-based tests , or pull context from tools like Figma or Terraform .”kiro.dev · checked Aug 4, 2026 | “Web Search & Fetch Tools - Browse the web from Sweep”sweep.dev · checked Aug 1, 2026 |
| Multi-agent· | “build across large codebases with parallel agents that learn from every session.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Marketplace presence· | no public information kiro.dev · checked Aug 4, 2026 |
Impact
| Field | Kiro | Sweep AI |
|---|---|---|
| User base· | ||
| Deployment scale· | “Kiro offers a credit-based pricing model with no daily or weekly rate limits and pre-paid overages, so you can code without breaking your flow or getting a surprise bill.”kiro.dev · checked Aug 4, 2026 | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
| Target sectors· | designing AWS Cloud and AI solutions with Terraform and Python “In my role designing AWS Cloud and AI solutions with Terraform and Python”kiro.dev · checked Aug 4, 2026 | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
| High-risk domains· | built a secure file sharing application from scratch. By simply sharing my requirements with Kiro, I was able to create a fully secure application that incorporates encryption and various security coding practices—no additional prompts needed. “In roughly two days, I built a secure file sharing application from scratch. By simply sharing my requirements with Kiro, I was able to create a fully secure application that incorporates encryption and various security coding practices—no additional prompts needed.”kiro.dev · checked Aug 4, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Disclosed by neither
Both Kiro and Sweep AI publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Documented incidents
- Supported regions
- Support model
- Fine-tuning
- Context window
- 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
- Runtime governance
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Kiro and Sweep AI compare on goal complexity?
- Kiro: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session. Sweep AI: no public information disclosed.
- How do Kiro and Sweep AI compare on action space?
- Kiro: turn your prompts into requirements, architectural designs, and sequenced tasks , then implements them with parallel agents . Property-based tests catch the edge cases that pass unit tests but break in production. Sweep AI: no public information disclosed.
- How do Kiro and Sweep AI compare on high-risk domains?
- Kiro: built a secure file sharing application from scratch. By simply sharing my requirements with Kiro, I was able to create a fully secure application that incorporates encryption and various security coding practices—no additional prompts needed.. Sweep AI: no public information disclosed.
- How do Kiro and Sweep AI compare on open weights?
- Kiro: open-weight models. Sweep AI: no public information disclosed.
- How do Kiro and Sweep AI compare on permission scopes?
- Kiro: IAM and SSO authentication. Sweep AI: no public information disclosed.