AI Tool Comparison

Comparing as AI Code Generation & Autocomplete
Greptile vs Sweep AI

Greptile

Freemium

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Sweep AI

Freemium

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Verdict by Category

Detailed category analysis is not available for this comparison.

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Feature & Spec Matrix

Detailed Comparison18 Criteria

Complete side-by-side breakdown of specifications, capabilities, and feature parity

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Feature / Spec

Greptile

Sweep AI

Pricing Model

FreemiumGreptile uses a credit-based pricing model. The Starter plan is free for 1 active developer with unlimited repositories and 50 credits/month (50 standard reviews or ~16 TREX reviews). No credit card required. The Pro plan is $30/seat/month and includes 50 credits per seat, with additional credits available at $1 each. Credits are consumed as follows: 1 credit = 1 standard PR review, 3 credits = 1 TREX runtime review (sandbox test execution). Pro adds team collaboration, admin controls, and access to all Greptile features. Enterprise pricing is custom and adds SSO, audit logs, self-hosted deployment in your own AWS environment, BYOK (bring your own LLM providers), priority support, and dedicated SLAs. Greptile also offers free usage for qualified open-source projects and significant discounts for pre-Series A startups. A Greptile API is available at discounted bulk pricing for teams building on top of Greptile's codebase intelligence.

FreemiumSweep uses a usage-based credit model. The free tier gives limited Sweep API Credits for testing all features. All paid individual plans (starting at $20/month) grant the plan cost as included API credits plus unlimited Tab autocomplete suggestions. Unused credits roll over for 30 days. Agent usage is charged at the underlying LLM provider cost plus a 5% Sweep markup: Sweep-0.1 (fastest, ~$0.02/message), Claude Opus 4.5 or GPT-5.2 (~$0.25/message), Sonnet 4.5 (~$0.15/message), Gemini 3 Flash (~$0.035/message), and GLM 4.6 (~$0.028/message). Sweep Next-Edit Tab autocomplete is included at no per-message cost on all paid plans. Team plans include $40 in Sweep API credits per seat with pay-as-you-go overages billed to the organization. Team plans add SSO, team-wide usage visibility, and the ability to enforce Privacy Mode org-wide. Contact team@sweep.dev for volume discounts on larger teams. BYOK (bring your own key) is available to route all model calls through your own API accounts at zero markup.

Starting Price

Difference

Free (1 dev, 50 credits/mo) — Pro $30/seat/mo

Free — Individual from $20/mo · Team $40 credits/seat/mo

Free Plan & Trial Scope

Difference

Starter is free for 1 active developer with unlimited repositories and 50 credits/month (50 standard reviews). No credit card required.

Free tier available with limited Sweep API Credits for testing. All paid plans include the plan cost as included API credits plus unlimited Tab autocomplete suggestions.

User Rating Score

Unrated

Ideal Workflow / Use Case

Difference

Engineering teams that want AI code review grounded in complete codebase context to catch cross-file bugs, enforce standards, and integrate with AI coding agents

Professional developers using JetBrains IDEs (IntelliJ, PyCharm, WebStorm, Android Studio, Rider) who want Cursor-quality AI coding assistance without switching to a different IDE

Enterprise & Scalability

Difference

SOC 2 Type II, self-hosted in AWS, BYOK (bring your own LLMs), SSO, audit logs, dedicated support SLAs, API access for building on top of Greptile, Zapier integration

SOC 2 compliant, zero data retention by default, team SSO, team-wide Privacy Mode enforcement, usage visibility for admins, BYOK (bring your own API key), volume discounts for larger teams via team@sweep.dev

Core Categories

AI Coding AssistantsAI Productivity ToolsAI Developer APIs & Platforms

Swarm agent PR review — parallel agents build a complete codebase graph (files, functions, dependencies) and review every PR with full cross-file context in ~3 minutes

Supported

TREX runtime validation — agent that writes and executes tests for every PR in a sandboxed environment to catch bugs and missed edge cases (Beta, 3 credits/review)

Difference

Greptile Advantage

Not listed

Fix with Agent integration — one-click sends every review comment with file paths, line numbers, and suggested code to Claude Code, Codex, Cursor, Conductor, or Devin

Supported

/greploop automation — lets any coding agent iterate with Greptile in a loop until all issues are resolved, enabling fully automated review-fix cycles

Supported

Custom rules and Learning — write coding standards in plain English and Greptile enforces them on every PR; also learns from team PR comments to understand your conventions

Supported

Greptile MCP — connect Greptile to any AI agent to share codebase context and comment context via Model Context Protocol

Difference

Greptile Advantage

Not listed

Independence features — self-hosted deployment in your own AWS environment with BYOK LLM support for maximum data sovereignty

Supported

GitHub, GitLab, and self-hosted VCS support with SOC 2 Type II compliance, SSO, and audit logs for enterprise deployments

Difference

Greptile Advantage

Not listed

Inline Editing — select code and issue natural language instructions to refactor, document, or fix directly in the JetBrains editor

Difference

Not listed

Sweep AI Advantage

MCP Server support — full OAuth 2.0/2.1 remote MCP integration for connecting external tools and workflows

Difference

Not listed

Sweep AI Advantage

Web Search & Fetch — agent can browse the web in real time for up-to-date documentation, library information, and solutions

Difference

Not listed

Sweep AI Advantage

Greptile Pros & Cons

Pros

Deepest codebase context of any code review tool — builds a full graph of files, functions, and dependencies, not just the diff
'Fix with Agent' button uniquely integrates with Claude Code, Codex, Cursor, Conductor, and Devin for automated review-fix loops
TREX runtime validation (Beta) writes and executes real tests in a sandbox — the only code review tool that actually runs the code
Free Starter plan for 1 developer with 50 reviews/month and unlimited repos — genuinely usable with no credit card required
Self-hosted and BYOK options for full data sovereignty in air-gapped and regulated environments
Trusted by Brex (CTO: 'outperforms them all by a mile'), NVIDIA, Retool, Substack, Scale, PostHog, Mintlify, Zapier, and 22,000+ teams

Cons

Credit-based pricing can be unpredictable — TREX runtime reviews cost 3 credits vs 1 for standard reviews, so heavy users of the most valuable feature pay 3x more
Pro at $30/seat/month is more expensive than CodeRabbit Pro ($24/user/month) for standard PR review without TREX
Founded 2023 by recent graduates — smaller team than competitors like CodeRabbit ($143M raised) despite raising a $30M Series A at $180M valuation
Series A reported in talks as of July 2025 but not confirmed closed — some uncertainty around funding timeline
Early culture of very long working hours was publicly noted by founder (9am–11pm, 6–7 days/week) — may affect team sustainability

Sweep AI Pros & Cons

Pros

#1 AI plugin on JetBrains Marketplace with 4.9 stars and 40K+ installs — purpose-built JetBrains experience vs. other tools ported from VS Code
Proprietary 1.5B parameter Sweep Next-Edit model delivers millisecond-latency Tab autocomplete — fastest JetBrains autocomplete available
Zero data retention by default — no code stored by Sweep or LLM providers, with SOC 2 compliance and BYOK for full control
Model flexibility — choose Sweep-0.1, Claude Opus, GPT-5, Gemini, GLM, or Grok per task with transparent per-message pricing
Remote MCP with full OAuth 2.0/2.1, web search, bash tooling, and AI code review built in as of late 2025
Small, focused team (YC S23, ex-Roblox) that uses Sweep themselves daily — fast iteration and direct founder responsiveness

Cons

JetBrains-only — no VS Code, Neovim, or standalone IDE support, which excludes a large portion of the developer market
Small team (~4-5 people, YC-backed seed stage) with limited resources compared to GitHub Copilot or Cursor
Agent credit usage can grow quickly with complex multi-file tasks — heavy users may need to add pay-as-you-go credits beyond their plan
Free tier has limited credits and model access — meaningful use requires a paid plan starting at $20/month
VS Code extension exists but is labeled experimental — JetBrains IDEs receive the full, polished Sweep experience

Head-to-Head Battle Cards