Augment Code is betting that the future of AI-assisted development belongs to whoever understands your codebase best. The company's proprietary Context Engine indexes up to 500,000 files across multiple repositories, giving enterprise engineering teams an AI agent that grasps how their systems connect before writing a single line of code.
Founded 2022 | HQ: Palo Alto | Funding: $252 million | Valuation: $977 million
MM Verified
Overview
Augment Code was founded in 2022 by Igor Ostrovsky, former chief architect at Pure Storage, and Guy Gur-Ari, an AI researcher from Google. The company emerged from stealth in April 2024 with $252 million in combined funding, including a $227 million Series B led by Sutter Hill Ventures with participation from Index Ventures, Innovation Endeavors, Lightspeed Venture Partners, and Meritech Capital. Eric Schmidt's Innovation Endeavors was an early backer.
The leadership bench is notable. Scott Dietzen, former CEO of Pure Storage, and Dion Almaer, formerly VP of Engineering at Shopify and engineering director at Google, round out the executive team.
Augment's core thesis is that large, complex codebases are where today's AI coding assistants fail. While tools like Cursor and GitHub Copilot excel at single-file and single-repo tasks, Augment built its Context Engine to operate across hundreds of thousands of files and multiple repositories simultaneously. The company claims enterprise customers have completed projects in two weeks that CTOs initially estimated at four to eight months.
What We Like
Context Engine is a genuine architectural differentiator. Augment Code's proprietary Context Engine indexes up to 500,000 files across multiple repositories with approximately 100ms retrieval latency. This is not a larger context window. It is a purpose-built retrieval system that maintains real-time understanding of how services, APIs, and dependencies connect across an entire codebase. For enterprise teams managing microservices architectures, that cross-repository awareness prevents the kind of errors that single-repo tools miss entirely.
Strong benchmark performance validates the approach. Augment's agent, Auggie, achieved a 51.8 percent solve rate on SWE-bench Pro, the top score among all entrants, and 70.6 percent on SWE-bench Verified using Claude Sonnet 4. On the only public benchmark for AI-assisted code review, Augment outperformed systems from Cursor Bugbot, CodeRabbit, and others by roughly 10 points on overall quality.
First AI coding assistant with ISO/IEC 42001 certification. Augment became the first AI coding tool to achieve ISO/IEC 42001 certification, the international standard for AI management systems, certified by Coalfire in August 2025. For enterprise procurement teams, this is a concrete differentiator that competitors have not yet matched.
Model flexibility for paid users. Users on paid plans can choose between GPT-5 and Claude Sonnet 4 as the underlying model for agent interactions, giving teams the ability to match model capabilities to their specific workflow needs.
What to Watch
Credit-based pricing adds complexity. In October 2025, Augment switched from flat per-seat pricing to a credit-based model. Credits are the unit of consumption, and teams that exhaust their monthly allocation pay $15 per 24,000 credits for auto top-ups. This creates unpredictable costs for heavy users and has drawn criticism from developers who preferred the simplicity of flat-rate pricing.
Enterprise track record is still building. While the founding team's pedigree is strong and the company reports "dozens" of enterprise customers, Augment has not publicly named major accounts at the scale that GitHub Copilot (90 percent of the Fortune 100) or Cursor (majority of the Fortune 500) can claim. The seven-figure deal closed in 93 days is promising, but the customer proof points remain thin relative to the competition.
IDE support is narrower than competitors. Augment supports VS Code, JetBrains IDEs, and Vim/Neovim. It also offers its Context Engine as an MCP-compatible tool that works with other editors. However, developers locked into specific environments may find the integration options more limited than GitHub Copilot's broader ecosystem support.
Pricing and Deployment
Augment Code offers a free Community tier (limited), Indie ($20/month, 40,000 credits), Developer ($50/month, 600 messages), Standard team tier ($60/month for up to 20 users), and Max team tier ($200/month for up to 20 users). Enterprise pricing is custom and required for teams larger than 20. Deployment is via IDE extensions for VS Code, JetBrains, and Vim/Neovim, plus an MCP-compatible Context Engine that integrates with third-party tools.
Compliance and Security
Augment Code holds SOC 2 Type II certification (achieved July 2024) and ISO/IEC 42001 certification (August 2025, the first AI coding assistant to receive it). The Enterprise tier includes customer-managed encryption keys (CMEK), SIEM integration, and SSO with SCIM provisioning. Annual SOC 2 audits are conducted by third-party assessors.
Verdict
Augment Code is built for a specific buyer: enterprise engineering teams managing large, multi-repository codebases where existing AI coding tools run out of context. The Context Engine is a genuine technical moat, and the ISO 42001 certification gives procurement teams something tangible to point to. If your team works across fewer than 50,000 files in a single repository, Cursor or GitHub Copilot will likely serve you well at a lower price point. If you are managing hundreds of microservices and need AI that understands how they connect, Augment is worth evaluating. The company's trajectory, from stealth to nearly $1 billion valuation in two years with a leadership team drawn from Pure Storage, Google, and Shopify, suggests it will continue to close the gap with better-known competitors.
Try Augment Code: augmentcode.com
How we scored it
| Criterion | Score | Notes |
|---|---|---|
Accuracy & Effectiveness 20% weight | 4.5 | 51.8% top score on SWE-bench Pro and 70.6% on SWE-bench Verified; outperformed rivals by ~10 points on code review benchmark. |
Compliance & Security 15% weight | 5.0 | SOC 2 Type II plus first-ever ISO 42001 for AI coding tools |
Documentation 15% weight | 3.5 | Growing docs and guides; enterprise onboarding materials still maturing |
Ease of Setup 10% weight | 3.5 | Deploys via VS Code, JetBrains, and Vim/Neovim extensions; MCP-compatible but narrower IDE support than competitors like GitHub Copilot. |
Integration Flexibility 10% weight | 3.5 | VS Code, JetBrains, Vim; MCP-compatible but narrower than Copilot |
Support Quality 10% weight | 3.5 | Enterprise SLA available; community support still building |
Scalability 10% weight | 4.5 | Context Engine indexes up to 500,000 files across multiple repositories with ~100ms retrieval latency, purpose-built for enterprise multi-repo scale. |
Pricing Transparency 10% weight | 2.5 | Published tiers but credit-based model creates cost unpredictability |
Pros
- Context Engine is a genuine architectural differentiator
- Strong benchmark performance validates the approach
- First AI coding assistant with ISO/IEC 42001 certification
- Model flexibility for paid users
Cons
- Credit-based pricing adds complexity
- Enterprise track record is still building
- IDE support is narrower than competitors
Sources
- Augment Code: Raises $227 Million to Empower Software Teams with AI
- TechCrunch: Eric Schmidt-Backed Augment Launches Out of Stealth with $252M
- Augment Code: Context Engine
- Coalfire: Augment Code Achieves ISO/IEC 42001 Certification
- Augment Code: ISO/IEC 42001 Certification Announcement
- Augment Code: Credit-Based Pricing Plans
- Augment Code: Context Engine MCP
Editorial disclaimer: Reviews reflect the independent editorial assessment of Major Matters and are not sponsored or endorsed by the companies reviewed. We recommend conducting your own evaluation to determine whether any product is the right fit for your specific requirements.
Charlie Major is a Product Development Manager at Mastercard. The views and opinions expressed in Major Matters are his own and do not represent those of Mastercard.