agent · ai-coding-agents
Amazon Q Developer vs Blackbox AI
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Amazon Q Developer | Blackbox AI |
|---|---|---|
| Audit trail· | no public information aws.amazon.com · checked Aug 1, 2026 | |
| 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 blackbox.ai · checked Aug 7, 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 | “SSO sign-in across every surface One commit covers the full organization”blackbox.ai · checked Aug 7, 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 | “Independent measurements, not claims. Artificial Analysis independently measured our output speed on NVIDIA Nemotron 3 Ultra.”blackbox.ai · checked Aug 7, 2026 |
Agency
| Field | Amazon Q Developer | Blackbox 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 blackbox.ai · checked Aug 7, 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 blackbox.ai · checked Aug 7, 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 blackbox.ai · checked Aug 7, 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 blackbox.ai · checked Aug 7, 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 blackbox.ai · checked Aug 7, 2026 |
Safety
| Field | Amazon Q Developer | Blackbox AI |
|---|---|---|
| Third-party evaluations· | no public information aws.amazon.com · checked Aug 1, 2026 | “Independent measurements, not claims. Artificial Analysis independently measured our output speed”blackbox.ai · checked Aug 7, 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 | no public information blackbox.ai · checked Aug 7, 2026 |
Practicality
| Field | Amazon Q Developer | Blackbox 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 | Per-token Enterprise commits “Per-token Enterprise commits · rates improve with spend”blackbox.ai · checked Aug 7, 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 | $1.40, $1.90, $0.74, $0.32, $0.60 “zai glm-5.2 Text 1M $1.40 DEPLOY moonshotai kimi-k2.7-code-highspeed Code 262K $1.90 DEPLOY moonshotai kimi-k2.7-code Code 262K $0.74 DEPLOY nvidia nemotron-3-ultra-550b-a55b Text 1M $0.32 DEPLOY alibaba qwen3.7-plus Text 1M $0.32 DEPLOY minimax minimax-m3 Text 1M $0.60”blackbox.ai · checked Aug 7, 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 |
| 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 | |
| Integrations· | no public information aws.amazon.com · checked Aug 1, 2026 | “The Agents API, the VS Code extension, and the CLI.”blackbox.ai · checked Aug 7, 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 |
Foundation models
| Field | Amazon Q Developer | Blackbox AI |
|---|---|---|
| Open weights· | no public information aws.amazon.com · checked Aug 1, 2026 | open-weight model “Enterprise Inference runs the open-weight model that you choose”blackbox.ai · checked Aug 7, 2026 |
Ecosystem
| Field | Amazon Q Developer | Blackbox 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 | “Agents & tooling The Agents API, the VS Code extension, and the CLI.”blackbox.ai · checked Aug 7, 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 |
Impact
| Field | Amazon Q Developer | Blackbox AI |
|---|---|---|
| User base· | no public information aws.amazon.com · checked Aug 1, 2026 | 5M+ developers, including engineers at the world's largest companies “5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI”blackbox.ai · checked Aug 7, 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 |
| 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 | 5M+ developers, including engineers at the world's largest companies “5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI”blackbox.ai · checked Aug 7, 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 |
| Target sectors· | no public information aws.amazon.com · checked Aug 1, 2026 |
Disclosed by neither
Both Amazon Q Developer and Blackbox AI publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 identical table rows. Each is shown with its source check on the individual profiles.
- Operating environment
- High-risk domains
- Documented incidents
- Deployment options
- Supported regions
- Support model
- Base models
- Model provider
- Model swappable
- Fine-tuning
- Context window
- Multi-agent
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Amazon Q Developer and Blackbox 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. Blackbox AI: no public information disclosed.
- How do Amazon Q Developer and Blackbox AI compare on human oversight?
- Amazon Q Developer: while incorporating your feedback and providing real-time updates along the way. Blackbox AI: no public information disclosed.
- How do Amazon Q Developer and Blackbox AI compare on goal complexity?
- Amazon Q Developer: complex multistep tasks such as unit testing, documentation, and code reviews. Blackbox AI: no public information disclosed.
- How do Amazon Q Developer and Blackbox AI compare on action space?
- Amazon Q Developer: reading and writing files, generating code diffs, and running shell commands. Blackbox AI: no public information disclosed.
- How do Amazon Q Developer and Blackbox 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. Blackbox AI: no public information disclosed.
- How do Amazon Q Developer and Blackbox AI compare on user base?
- Amazon Q Developer: no public information disclosed. Blackbox AI: 5M+ developers, including engineers at the world's largest companies.