agent · ai-coding-agents
Amazon Q Developer vs Tabnine
55 fields both were evaluated on, 29 of them different — including where one discloses something the other does not. Every value links to the document it came from. 26 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| Audit trail· | no public information aws.amazon.com · checked Aug 1, 2026 | full auditability across users, teams, and workspaces “Tabnine gives you centralized visibility, granular access controls, policy enforcement, and full auditability across users, teams, and workspaces”tabnine.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 | centralized visibility, granular access controls, policy enforcement “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · 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 | granular access controls “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 |
| Compliance certifications· | no public information aws.amazon.com · checked Aug 1, 2026 | GDPR, ISO 9001:2015, ISO/IEC 27001, and SOC 2, per the vendor's trust center. “GDPR ISO 9001:2015 ISO/IEC 27001 SOC 2”trust.tabnine.com · checked Aug 30, 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 tabnine.com · checked Aug 1, 2026 |
Agency
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| 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 tabnine.com · 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 tabnine.com · 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 tabnine.com · 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 tabnine.com · checked Aug 1, 2026 |
| Operating environment· | no public information aws.amazon.com · checked Aug 1, 2026 | IDEs, and deployment environments “Tabnine provides the context layer that makes AI reliable in the enterprise. Our AI Coding Platform brings that context into the developer workflow, and the Enterprise Context Engine makes it available to any agent or tool—across preferred models, IDEs, and deployment environments.”tabnine.com · 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 tabnine.com · checked Aug 1, 2026 |
Safety
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| 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 data leaves your infrastructure “In air-gapped or secure environments, no data leaves your infrastructure.”tabnine.com · checked Aug 1, 2026 |
Practicality
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| 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 | no public information tabnine.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 | no public information tabnine.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 | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 2026 |
| Integrations· | no public information aws.amazon.com · checked Aug 1, 2026 | most of the popular modern IDEs “It works seamlessly with most of the popular modern IDEs.”tabnine.com · checked Aug 1, 2026 |
| Support model· | no public information aws.amazon.com · checked Aug 1, 2026 | responds, at most, within hours of the inquiry / issue “Their support is great and responds, at most, within hours of the inquiry / issue.”tabnine.com · checked Aug 1, 2026 |
Foundation models
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| Base models· | no public information aws.amazon.com · checked Aug 1, 2026 | a good variety of AI models, including the most recent ones “They have a good variety of AI models, including the most recent ones.”tabnine.com · checked Aug 1, 2026 |
| Model swappable· | no public information aws.amazon.com · checked Aug 1, 2026 | supports multiple models and lets developers select the one they prefer “Can developers choose their preferred LLM? Yes. Tabnine supports multiple models and lets developers select the one they prefer.”tabnine.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information aws.amazon.com · checked Aug 1, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| 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 | no public information tabnine.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 | no public information tabnine.com · checked Aug 1, 2026 |
| Multi-agent· | no public information aws.amazon.com · checked Aug 1, 2026 | offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation “Tabnine offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation.”tabnine.com · checked Aug 1, 2026 |
| Marketplace presence· | no public information aws.amazon.com · checked Aug 1, 2026 |
Impact
| Field | Amazon Q Developer | Tabnine |
|---|---|---|
| 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 | millions of developers and thousands of companies “Tabnine is the original AI coding assistant trusted by millions of developers and thousands of companies”tabnine.com · checked Aug 1, 2026 |
| Target sectors· | no public information aws.amazon.com · checked Aug 1, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
| High-risk domains· | no public information aws.amazon.com · checked Aug 1, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
Disclosed by neither
Both Amazon Q Developer and Tabnine publish nothing on these 26 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 26 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Supported regions
- Model provider
- Open weights
- Context window
- API access
- Open source
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Amazon Q Developer and Tabnine 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. Tabnine: no public information disclosed.
- How do Amazon Q Developer and Tabnine compare on human oversight?
- Amazon Q Developer: while incorporating your feedback and providing real-time updates along the way. Tabnine: no public information disclosed.
- How do Amazon Q Developer and Tabnine compare on goal complexity?
- Amazon Q Developer: complex multistep tasks such as unit testing, documentation, and code reviews. Tabnine: no public information disclosed.
- How do Amazon Q Developer and Tabnine compare on action space?
- Amazon Q Developer: reading and writing files, generating code diffs, and running shell commands. Tabnine: no public information disclosed.
- How do Amazon Q Developer and Tabnine compare on operating environment?
- Amazon Q Developer: no public information disclosed. Tabnine: IDEs, and deployment environments.
- How do Amazon Q Developer and Tabnine 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. Tabnine: no public information disclosed.