Pricing · Capabilities · Deployment · Enterprise controls · Privacy & data policy · Integrations
These are the selected requirements where at least two candidates have reliable, distinct answers. Use them to narrow the shortlist first.
Which AI coding agent fits a 20-person engineering team?
Compare Aider, Amazon Q Developer, Devin, and Gemini Code Assist across the product facts, enterprise controls, data policy, integrations, and execution evidence that can change a team decision.
Decision context · Engineering leaders evaluating team-wide adoption
Candidate inclusion rule
Included when the product is a maintained coding Agent with public first-party documentation for repository work and enough evidence to assess the listed decision requirements. The current cohort is Aider and Amazon Q Developer and Devin and Gemini Code Assist; inclusion is not a ranking or claim that no other product qualifies.
Decision-Relevant Intelligence CoverageEvidence coverage86%
24 of 28 candidate-requirement cells have current Source-Backed or Execution-Verified answers.
4visible evidence gapsGaps remain unknown; they are not treated as product failures.
Decision requirements
What matters for this choice?
Adjusting these requirements is recorded only as an aggregate demand signal.
6 differing fields
Decision shortcut
Shortlist ready · 86% coveredStart with what can change the decision
This is a map of comparable evidence and unresolved questions, not a score, ranking, winner, or recommendation.
Evidence snapshot 2026-08-2124 source checksRefresh required
No non-execution intelligence gaps
The remaining uncertainty is limited to governed execution evidence.
Aider6/7 requirements supported6 of 7
Amazon Q Developer6/7 requirements supported6 of 7
Devin6/7 requirements supported6 of 7
Gemini Code Assist6/7 requirements supported6 of 7
requirements with supported differences
- Pricing4/4 candidates have reliable evidence across 4 documented answers.
- Capabilities4/4 candidates have reliable evidence across 4 documented answers.
- Deployment4/4 candidates have reliable evidence across 4 documented answers.
- Enterprise controls4/4 candidates have reliable evidence across 4 documented answers.
- Privacy & data policy4/4 candidates have reliable evidence across 4 documented answers.
- Integrations4/4 candidates have reliable evidence across 4 documented answers.
intelligence gaps
All selected non-execution requirements have reliable answers.
execution evidence gaps
These remain unknown unless publication-approved governed execution evidence exists. Source documentation cannot close them.
Foundation Release
This comparison describes available evidence. “Unverified” means no matching accepted evidence—not that a feature is unavailable. It is not a universal ranking, score, recommendation, or purchasing decision.
Swipe horizontally to compare candidates. Candidate names remain visible while you review fields.
Agents
Pricing
Aider documents that model access is configured through external providers or API keys, so the selected model provider determines the usage cost structure.
Source-BackedAmazon Q Developer publishes a Free tier and a Pro tier priced per user per month, with different agentic-request and transformation allowances.
Source-BackedDevin publishes Free, Pro, Max, and Teams plans with documented member and usage rules.
Source-BackedGemini Code Assist publishes Standard and Enterprise licenses with monthly and 12-month commitment prices and plan-specific feature differences.
Source-BackedDeployment
Aider installs into a local Python environment and runs from the terminal against a local codebase, with an optional Docker installation path.
Source-BackedAmazon Q Developer is installed as an extension or plugin in supported Eclipse, JetBrains, Visual Studio Code, and Windows Visual Studio environments, with Builder ID or IAM Identity Center authentication depending on the tier.
Source-BackedDevin Enterprise documents managed environment options and their administration model.
Source-BackedGemini Code Assist is available directly in Cloud Shell, Cloud Workstations, and Android Studio and through extensions in VS Code and supported JetBrains IDEs; it also supports documented command-line and infrastructure interfaces.
Source-BackedCapabilities
Aider is a terminal-based AI pair programmer that edits local Git repositories, supports multiple models and modes, and can run tests and linting.
Source-BackedAmazon Q Developer documents IDE chat, agentic coding, inline suggestions, workspace context, transformations, security scanning, and code optimization or refactoring across supported IDEs.
Source-BackedDevin Review supports documented pull-request analysis, review, security scanning, and code-change workflows.
Source-BackedGemini Code Assist documents IDE code completion and generation, chat, debugging, testing, documentation, local codebase awareness, and edition-specific code customization and Google Cloud integrations.
Source-BackedEnterprise controls
Aider documents local configuration controls for model endpoints, API keys, SSL verification, timeouts, read-only files, and automatic acceptance behavior. It does not document organization-wide SSO, RBAC, or audit-log administration.
Source-BackedAmazon Q Developer Pro supports workforce access through IAM Identity Center, including bulk subscription administration, cancellation, and usage tracking for managed users.
Source-BackedDevin Enterprise documents organizational onboarding and administrative setup requirements.
Source-BackedGemini Code Assist Standard and Enterprise document managed workforce identities, federated sign-in and SSO guidance, IAM access controls, VPC Service Controls, and network security options.
Source-BackedPrivacy & data policy
Aider documents opt-in anonymous analytics and states that its analytics do not collect code, chat messages, keys, or personal information; analytics can be disabled.
Source-BackedAmazon Q Developer documents how prompts, responses, code context, processing locations, storage regions, and tier-specific data handling apply to supported features.
Source-BackedCognition documents encryption in transit and at rest, role-limited production access, security monitoring, and privacy and intellectual-property controls for Devin; organization-specific retention and processing terms should still be confirmed during procurement.
Source-BackedGemini Code Assist Standard and Enterprise document prompt and code-context handling, telemetry boundaries, stateless prompt processing, encryption, and that customer data is not used to train models without permission.
Source-BackedIntegrations
Aider documents terminal-based use alongside editors plus a watch-files mode for IDE or editor integration; it also lists optional editor-specific paths while warning that third-party plugins may vary in maintenance quality.
Source-BackedAmazon Q Developer documents integrations with GitHub and GitLab workflows, including feature development, code review, and project-specific rules; availability and maturity differ by integration.
Source-BackedDevin documents integrations with source control, issue tracking, communication, and related development systems.
Source-BackedGemini Code Assist documents multi-IDE support and edition-dependent Google Cloud integrations, including extended assistance across services such as Apigee, Application Integration, and Gemini Cloud Assist.
Source-BackedWhat you can take away
This page is ready to support a shortlist. Agenova currently supports 24 of 28 selected cells with reliable evidence. Validate the remaining 4 gaps before purchase or deployment.
Take this comparison with you
Agenova Comparison Pack — $5
A reusable, source-backed artifact—not merely a file export. Every included fact keeps its evidence, source, verification state, and snapshot date.
Free on this pageInteractive comparison, evidence states, source links, and visible gaps.
$5 downloadable PackReusable structured comparison, evidence file, AI-ready context, and dated snapshot.
Help improve this decision
Did this comparison move your decision forward?
Anonymous feedback determines which evidence Agenova verifies next.
Shape the database
Couldn’t find what you need?
Request an Agent, correction, evidence field, or product improvement. Requests become development candidates only after real demand reaches a published threshold.