Augment Code vs Sweep AI
55 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from. 25 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Augment Code | Sweep AI |
|---|---|---|
| Explainability· | “CI Failure Investigator ★ Triggered on any failed GitHub Actions run — reads the log, identifies the root-cause step, and posts a plain-English diagnosis as a PR comment with a suggested fix.”augmentcode.com · checked Aug 6, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Runtime governance· | “Checkpoints are first-class. Loops pause for review, resume on reply, and consequential actions are approved by a person.”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
| Compliance certifications· | no public information augmentcode.com · checked Aug 6, 2026 | |
| Regulatory alignment· | no public information augmentcode.com · checked Aug 6, 2026 |
Agency
| Field | Augment Code | Sweep AI |
|---|---|---|
| Human oversight· | “Checkpoints are first-class. Loops pause for review, resume on reply, and consequential actions are approved by a person.”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
| Goal complexity· | “agents carry the repetitive middle of the SDLC, humans decide at the checkpoints, and every run sharpens the next.”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
| Action space· | “Execute Code · Review · Triage”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
| Operating environment· | “Cosmos runs your software agents at scale, giving them the context, tools, and feedback loops they need to get better with every workflow.”augmentcode.com · checked Aug 6, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Initiative· | “Standing loops across every team. Always running, always sharing, always improving.”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information sweep.dev · checked Aug 1, 2026 |
Safety
| Field | Augment Code | Sweep AI |
|---|---|---|
| Safety policy· | no public information augmentcode.com · checked Aug 6, 2026 | “Privacy-first Enterprise-ready with SOC 2 compliance and zero data retention.”sweep.dev · checked Aug 1, 2026 |
| Model or system card· | no public information sweep.dev · checked Aug 1, 2026 | |
| Incident reporting· | no public information sweep.dev · checked Aug 1, 2026 | |
| Data handling· | no public information augmentcode.com · checked Aug 6, 2026 |
Practicality
| Field | Augment Code | Sweep AI |
|---|---|---|
| Pricing model· | no public information augmentcode.com · checked Aug 6, 2026 | |
| Price point· | no public information augmentcode.com · checked Aug 6, 2026 | |
| Availability· | ||
| Deployment options· | “Managed cloud sandboxes, your own machines for code that cannot leave the building, or pools of both.”augmentcode.com · checked Aug 6, 2026 | |
| Integrations· | “Native triggers for GitHub, GitLab, Slack, Linear, Jira, schedules, and typed webhooks for the rest of your stack.”augmentcode.com · checked Aug 6, 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 | Augment Code | Sweep AI |
|---|---|---|
| Base models· | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 | |
| Model provider· | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 | |
| Fine-tuning· | “Improve the prompt once; every future run upgrades.”augmentcode.com · checked Aug 6, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Context window· | no public information sweep.dev · checked Aug 1, 2026 |
Ecosystem
| Field | Augment Code | Sweep AI |
|---|---|---|
| Protocols supported· | ||
| Tool use· | “Cosmos runs your software agents at scale, giving them the context, tools, and feedback loops they need to get better with every workflow.”augmentcode.com · checked Aug 6, 2026 | “Web Search & Fetch Tools - Browse the web from Sweep”sweep.dev · checked Aug 1, 2026 |
| Multi-agent· | “Loops hand outcomes to each other: triage feeds authoring, authoring feeds review, postmortems file the next tickets.”augmentcode.com · checked Aug 6, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
| Marketplace presence· | no public information augmentcode.com · checked Aug 6, 2026 |
Impact
| Field | Augment Code | Sweep AI |
|---|---|---|
| User base· | ||
| Deployment scale· | “Cosmos is the platform built for the second.”augmentcode.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
| Target sectors· | no public information augmentcode.com · checked Aug 6, 2026 | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 |
| High-risk domains· | “Security Remediation From CVE alert to a reviewed fix”augmentcode.com · checked Aug 6, 2026 | no public information sweep.dev · checked Aug 1, 2026 |
Disclosed by neither
Both Augment Code and Sweep AI publish nothing on these 25 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 25 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Documented incidents
- Supported regions
- Support model
- Model swappable
- Open weights
- API access
- Open source
- Safety evaluations
- Red teaming
- Usage restrictions
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage