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AI Tool Comparison

Comparing as AI Code Review & Quality
Sweep AI vs Greptile

Compare features, pricing, pros & cons, and user ratings to decide which AI tool is best for your needs.

Sweep AI

Sweep AI

VS
Greptile

Greptile

Verdict by Category

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Detailed Comparison

Feature
Sweep AI
Greptile
Pricing
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.
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.
Categories
AI Coding AssistantsAI Productivity ToolsAI Developer APIs & Platforms
AI Coding AssistantsAI Productivity ToolsAI Developer APIs & Platforms
Summary
The fastest AI coding assistant built for JetBrains — Tab, Agent, Review
The AI code reviewer that understands your entire codebase — merge 4x faster
Sweep AI

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
Greptile

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