{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"supermaven","slug":"supermaven","name":"Supermaven","type":"product","url":"https://supermaven.com","page_url":"https://unfragile.ai/supermaven","categories":["coding","developer-tools","ai-assistant"],"tags":["autocomplete","fast","large context","vs code","jetbrains"],"pricing":{"model":"freemium","free":true,"starting_price":"$10/mo"},"status":"active","verified":false},"capabilities":[{"id":"supermaven__cap_0","uri":"capability://code.generation.editing.real.time.code.completion","name":"real-time code completion","description":"Supermaven provides real-time code suggestions by analyzing the current context within the IDE, leveraging a custom AI model that can handle a 1 million token context window. This allows it to index and understand entire codebases, ensuring that suggestions are relevant and contextually appropriate. The model processes user input and generates completions in under 10 milliseconds, making it one of the fastest tools available for code completion.","intents":["I want to get instant code suggestions while I type.","How can I speed up my coding process with relevant completions?","I need a tool that understands my entire codebase for better suggestions."],"best_for":["professional developers looking for fast coding assistance"],"limitations":["Primarily focused on code completion, lacking broader coding workflow features like debugging.","Performance may degrade with extremely large codebases."],"requires":["VS Code 1.80+, JetBrains IDEs, or Neovim installed"],"input_types":["code"],"output_types":["code suggestions"],"categories":["code-generation-editing","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_1","uri":"capability://code.generation.editing.large.context.understanding","name":"large-context understanding","description":"Supermaven's ability to understand and index large codebases stems from its unique architecture that supports a 1 million token context window. This allows the model to consider a broader scope of the code, including previously defined types, functions, and dependencies, which enhances the relevance of the suggestions provided. This capability is particularly beneficial for developers working on complex projects with extensive codebases.","intents":["How can I ensure my code suggestions are relevant to my entire project?","I need a tool that understands my coding patterns across multiple files.","What can help me with large codebases without losing context?"],"best_for":["software engineers managing large projects"],"limitations":["Context window limited to 1 million tokens may not suffice for extremely large or complex projects."],"requires":["API key for Supermaven (if using API)"],"input_types":["code"],"output_types":["code suggestions"],"categories":["code-generation-editing","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_10","uri":"capability://code.generation.editing.compiler.diagnostic.integration.for.error.aware.code.suggestions","name":"compiler diagnostic integration for error-aware code suggestions","description":"Supermaven Chat can automatically upload compiler diagnostic messages (errors, warnings) alongside code context to provide error-aware suggestions and fixes. The mechanism is described as 'automatically uploading your code together with compiler diagnostic messages,' but specific language/compiler support and the upload trigger mechanism are undisclosed. This feature is Chat-only and not available in inline completion.","intents":["Get fix suggestions for compiler errors without manually copying error messages","Provide compiler context to Chat for more accurate error diagnosis","Reduce back-and-forth in Chat by automatically including relevant diagnostics"],"best_for":["Developers debugging compiler errors in Chat","Teams using compiled languages (C++, Java, Rust, Go, etc.) where compiler diagnostics are detailed","Developers wanting automated error context without manual copy-paste"],"limitations":["Supported languages and compilers undisclosed; unclear which toolchains are supported","Upload trigger mechanism undisclosed; unclear if automatic or manual, and when diagnostics are captured","Chat-only feature; inline completion does not use compiler diagnostics","No explicit error filtering or privacy controls; all diagnostics are uploaded","Unclear if diagnostics are included in 7-day retention policy or handled separately"],"requires":["Supermaven Pro or Team tier","Compiler or build tool that generates diagnostic output (language/compiler support unknown)","VS Code 1.80+ OR JetBrains IDE (2023.1+) OR Neovim (0.8+)"],"input_types":["compiler diagnostic messages (structured or text)","source code (context)"],"output_types":["error-aware Chat responses (text)","fix suggestions (code diffs)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_11","uri":"capability://tool.use.integration.30.day.free.trial.for.pro.tier.with.full.feature.access","name":"30-day free trial for pro tier with full feature access","description":"Supermaven offers a 30-day free trial of the Pro tier ($10/month), providing full access to 1M token context window, largest model, style adaptation, and $5/month chat credits. No credit card is required to start the trial (implied), and trial conversion to paid is automatic after 30 days unless cancelled. Trial terms and auto-renewal policy are not explicitly detailed.","intents":["Evaluate Supermaven Pro features without paying upfront","Test 1M token context window and style adaptation on my codebase","Decide if Pro tier is worth the $10/month subscription"],"best_for":["Individual developers evaluating Supermaven before committing to paid tier","Teams wanting to pilot Supermaven across a few developers","Developers with large codebases wanting to test 1M token context"],"limitations":["Trial duration is fixed at 30 days; no extension option mentioned","Auto-renewal policy undisclosed; unclear if trial auto-converts to paid or requires manual action","Credit card requirement for trial start undisclosed; may be required to enable auto-renewal","Trial cancellation process undisclosed; unclear how to cancel before auto-renewal","No explicit trial-only limitations mentioned; unclear if trial has reduced latency, lower priority, or other restrictions"],"requires":["Supermaven account (free)","Email address for trial signup","Credit card (if auto-renewal requires payment method on file)"],"input_types":["trial signup information (email, optional payment method)"],"output_types":["trial access (30-day Pro tier features)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_12","uri":"capability://code.generation.editing.no.offline.mode.or.local.inference.capability","name":"no offline mode or local inference capability","description":"Supermaven requires internet connectivity and server-side inference; no offline mode or local inference capability is mentioned or available. All code completion requests are sent to Supermaven's backend servers for processing, and responses are returned over the network. This creates a hard dependency on network connectivity and Supermaven's service availability; if the service is down or network is unavailable, code completion is not available.","intents":["none — this is a limitation, not a capability"],"best_for":["none — offline capability is a limitation"],"limitations":["Requires internet connectivity at all times; no offline mode for disconnected work","No local inference option; all processing is server-side","Service outages or network issues completely disable code completion","Latency depends on network quality; slow connections may experience >250ms latency","No option for on-premise or self-hosted deployment","Developers working on airplanes, trains, or in areas with poor connectivity cannot use Supermaven","Developers with strict network policies or security requirements cannot use Supermaven"],"requires":["Internet connectivity","Supermaven backend service availability"],"input_types":[],"output_types":[],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_2","uri":"capability://tool.use.integration.local.and.api.based.deployment","name":"local and api-based deployment","description":"Supermaven can be deployed either locally on the user's machine or accessed via an API, providing flexibility in how developers choose to integrate it into their workflows. The local deployment ensures that code suggestions are generated quickly without network latency, while the API allows for programmatic access, making it suitable for various development environments and use cases.","intents":["Can I use this tool offline?","How can I integrate code completion into my custom development environment?","What are the deployment options for Supermaven?"],"best_for":["developers needing flexible integration options"],"limitations":["API documentation is limited, which may hinder integration efforts."],"requires":["Node.js 18+ for API access"],"input_types":["code"],"output_types":["code suggestions"],"categories":["tool-use-integration","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_3","uri":"capability://tool.use.integration.ide.integration.support","name":"ide integration support","description":"Supermaven integrates seamlessly with popular IDEs such as VS Code, JetBrains, and Neovim, providing a native experience that enhances the coding workflow. The integration is designed to be intuitive, allowing developers to receive code suggestions directly within their coding environment without needing to switch contexts or use external tools.","intents":["How can I enhance my coding experience in VS Code?","What tools work well with JetBrains for code completion?","Can I get code suggestions in Neovim?"],"best_for":["developers using mainstream IDEs"],"limitations":["Limited to specific IDEs; may not support less common environments."],"requires":["Supported IDE version (e.g., VS Code 1.80+)"],"input_types":["code"],"output_types":["code suggestions"],"categories":["tool-use-integration","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_4","uri":"capability://code.generation.editing.fast.code.suggestion.delivery","name":"fast code suggestion delivery","description":"Supermaven is engineered to deliver code suggestions in under 10 milliseconds, leveraging optimized algorithms and local processing capabilities. This speed is crucial for maintaining developer flow and productivity, especially during intense coding sessions where delays can disrupt thought processes and lead to frustration.","intents":["I need code suggestions that don't slow me down.","How can I maintain my coding momentum with instant feedback?","What tools provide the fastest code completions?"],"best_for":["developers who prioritize speed in their coding workflow"],"limitations":["Actual performance may vary based on local machine capabilities and network conditions."],"requires":["Local machine with sufficient processing power"],"input_types":["code"],"output_types":["code suggestions"],"categories":["code-generation-editing","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_5","uri":"capability://safety.moderation.7.day.data.retention.policy.with.automatic.purge","name":"7-day data retention policy with automatic purge","description":"Supermaven retains code context and conversation data for 7 days across all tiers (free, Pro, Team), then automatically purges it. This policy applies to both inline completion context and chat history. No explicit data export or backup mechanism is mentioned, and no option to extend retention is disclosed.","intents":["Understand how long my code is stored on Supermaven servers","Ensure compliance with data retention policies in regulated industries","Know when my sensitive code context is deleted"],"best_for":["Developers in regulated industries (finance, healthcare) with strict data retention requirements","Teams evaluating vendor data policies for compliance","Organizations concerned about code exposure on third-party servers"],"limitations":["7-day retention is fixed; no option to extend or reduce retention period","No explicit data export or backup mechanism mentioned; data loss after 7 days is permanent","Unclear if 7-day clock resets on each interaction or is absolute from first upload","No audit log or transparency into data access or deletion","Retention policy applies to all tiers equally; no premium data handling option"],"requires":["Supermaven account (free or paid)","Acceptance of 7-day retention policy"],"input_types":["code context (from inline completion)","chat messages and attachments"],"output_types":["none (data is purged after 7 days)"],"categories":["safety-moderation","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_6","uri":"capability://code.generation.editing.free.tier.with.undisclosed.context.window.and.smaller.model","name":"free tier with undisclosed context window and smaller model","description":"Supermaven offers a free tier with inline code completion, large codebase support (vaguely defined), and 7-day data retention, but uses a smaller model than Pro/Team and has an undisclosed context window size. The free tier does not include style adaptation, chat credits, or access to the 'largest, most intelligent model' claimed for paid tiers. No explicit feature comparison table is published.","intents":["Try Supermaven without paying to evaluate if it fits my workflow","Use Supermaven for small projects or personal development","Access basic code completion without subscription cost"],"best_for":["Individual developers evaluating Supermaven before committing to paid tier","Solo developers working on small codebases (< 50 files estimated)","Students and hobbyists with limited budgets"],"limitations":["Context window size undisclosed; likely significantly smaller than 1M tokens, limiting effectiveness on large codebases despite 'large codebase support' claim","Smaller model than Pro/Team; suggestion quality likely lower","No style adaptation; suggestions are generic","No chat credits; Chat feature access status unknown","No explicit feature comparison with Pro tier; unclear what is actually disabled","No SLA or performance guarantee; free tier may have lower priority on inference backend"],"requires":["Supermaven account (free)","VS Code 1.80+ OR JetBrains IDE (2023.1+) OR Neovim (0.8+)"],"input_types":["source code (TypeScript, Python, JavaScript; others unknown)"],"output_types":["inline code suggestions (text)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_7","uri":"capability://code.generation.editing.pro.tier.with.1m.token.context.window.and.largest.model","name":"pro tier with 1m token context window and largest model","description":"Supermaven Pro ($10/month, 30-day free trial) unlocks the full 1M token context window, access to the 'largest, most intelligent model' for inline completion, style adaptation, and $5/month in chat credits (for external model API costs). Pricing is flat per-user with no per-use overage, and no explicit feature limit is published beyond free tier comparison.","intents":["Get the best code suggestions for large, multi-file codebases","Use style adaptation to match my team's conventions","Access chat with multiple LLM backends using included credits"],"best_for":["Individual developers working on large codebases (100+ files)","Freelancers and solo developers needing professional-grade suggestions","Developers wanting style adaptation and chat access"],"limitations":["1M token context window is large but may be insufficient for very large monorepos (1M tokens ≈ 250K lines of code at 4 tokens/line average)","Chat credits ($5/month) may be insufficient for heavy usage; overage pricing unknown","No team management features; Pro is individual-only","No explicit SLA or performance guarantee; latency and availability not guaranteed","Style adaptation mechanism undisclosed; unclear how long learning takes or how to reset"],"requires":["Supermaven Pro subscription ($10/month)","VS Code 1.80+ OR JetBrains IDE (2023.1+) OR Neovim (0.8+)","Active internet connection"],"input_types":["source code (TypeScript, Python, JavaScript; others unknown)","editor context (file, cursor position, recent edits)"],"output_types":["inline code suggestions (text)","chat responses (text)","code diffs (unified diff format)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_8","uri":"capability://tool.use.integration.team.tier.with.centralized.user.management.and.billing","name":"team tier with centralized user management and billing","description":"Supermaven Team ($10/month per user) provides the same features as Pro (1M token context, largest model, style adaptation, chat credits) plus centralized user management, centralized billing, and unlimited users per team. Pricing scales linearly with team size (10 users = $100/month, 100 users = $1,000/month). No explicit admin dashboard or team analytics are mentioned.","intents":["Manage Supermaven subscriptions for my entire team from one account","Centralize billing and avoid per-user subscription management","Ensure all team members have access to the same features and context window"],"best_for":["Teams of 3+ developers wanting centralized management","Organizations with procurement requirements for centralized billing","Teams wanting to standardize on Supermaven without per-user signup friction"],"limitations":["Linear pricing ($10/month per user) becomes expensive at scale (100 users = $1,000/month)","No volume discounts or enterprise pricing mentioned","Admin dashboard features undisclosed; unclear what management capabilities are available","No team analytics or usage reporting mentioned","No SSO (Single Sign-On) or SAML integration mentioned; user management mechanism unknown","No explicit team-wide style adaptation or shared context; each user's style adaptation is independent"],"requires":["Supermaven Team subscription ($10/month per user)","Team admin account to manage users and billing","VS Code 1.80+ OR JetBrains IDE (2023.1+) OR Neovim (0.8+) for each team member"],"input_types":["team member email addresses (for user provisioning)","billing information (for centralized payment)"],"output_types":["team user list (admin dashboard)","billing invoice (monthly)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__cap_9","uri":"capability://text.generation.language.chat.credit.system.with.included.5.month.and.unknown.overage.pricing","name":"chat credit system with included $5/month and unknown overage pricing","description":"Supermaven Chat uses a credit-based system where Pro/Team tiers include $5/month in credits to cover external LLM API costs (GPT-4o, Claude 3.5 Sonnet, GPT-4). Credits are consumed per API call to external models; overage pricing is undisclosed. Free tier credit access is unknown. No explicit credit rollover, expiration, or refund policy is mentioned.","intents":["Use multiple LLM backends (GPT-4o, Claude) without managing separate API keys and billing","Understand the cost of using Chat features within my Supermaven subscription","Predict monthly Chat usage costs based on included credits"],"best_for":["Developers wanting multi-model chat without separate API key management","Teams with predictable Chat usage (< $5/month)","Developers evaluating different LLM backends without committing to individual subscriptions"],"limitations":["Overage pricing undisclosed; unclear what happens when $5/month credits are exhausted","No explicit credit rollover policy; unclear if unused credits carry over to next month","No credit expiration policy mentioned; unclear if credits expire after a period","No usage dashboard or credit tracking mentioned; unclear how to monitor consumption","Free tier credit access unknown; may be Pro/Team-only feature","$5/month may be insufficient for heavy Chat usage; overage costs could be high"],"requires":["Supermaven Pro ($10/month) or Team ($10/month per user) tier","API keys for external models (OpenAI, Anthropic) if using models beyond included credits"],"input_types":["chat messages (text)","model selection (GPT-4o, Claude 3.5 Sonnet, GPT-4)"],"output_types":["chat responses (text)","credit usage (implicit, not displayed)"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"supermaven__headline","uri":"capability://code.generation.editing.ai.code.completion.tool.with.large.context.understanding","name":"ai code completion tool with large context understanding","description":"Supermaven is a high-speed AI code completion tool designed for developers who need rapid suggestions and can handle large codebases, offering the largest context window of any code completion engine.","intents":["best AI code completion tool","fast code suggestions for large projects","AI autocomplete for VS Code","code completion tool for JetBrains","best tool for rapid coding efficiency"],"best_for":["developers prioritizing speed","teams working on complex projects"],"limitations":["primarily focused on completion","not suitable for full coding workflows"],"requires":["supported IDEs like VS Code, JetBrains, Neovim"],"input_types":["code input from various programming languages"],"output_types":["code suggestions for direct insertion"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":73,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.80+, JetBrains IDEs, or Neovim installed","API key for Supermaven (if using API)","Supermaven Pro or Team tier","Compiler or build tool that generates diagnostic output (language/compiler support unknown)","VS Code 1.80+ OR JetBrains IDE (2023.1+) OR Neovim (0.8+)","Supermaven account (free)","Email address for trial signup","Credit card (if auto-renewal requires payment method on file)","Internet connectivity","Supermaven backend service availability"],"failure_modes":["Primarily focused on code completion, lacking broader coding workflow features like debugging.","Performance may degrade with extremely large codebases.","Context window limited to 1 million tokens may not suffice for extremely large or complex projects.","Supported languages and compilers undisclosed; unclear which toolchains are supported","Upload trigger mechanism undisclosed; unclear if automatic or manual, and when diagnostics are captured","Chat-only feature; inline completion does not use compiler diagnostics","No explicit error filtering or privacy controls; all diagnostics are uploaded","Unclear if diagnostics are included in 7-day retention policy or handled separately","Trial duration is fixed at 30 days; no extension option mentioned","Auto-renewal policy undisclosed; unclear if trial auto-converts to paid or requires manual action","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.75,"quality":0.82,"ecosystem":0.49999999999999994,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:34:13.304Z","last_scraped_at":null,"last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=supermaven","compare_url":"https://unfragile.ai/compare?artifact=supermaven"}},"signature":"X0FtYflZ0xs16B5SB+DA1DybFI8EIYieSUAqaRZrPsK4F47VcHih0YrBYbXEe/akYMA4mfErCXJE5mRpmdDwDg==","signedAt":"2026-06-22T06:40:06.224Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/supermaven","artifact":"https://unfragile.ai/supermaven","verify":"https://unfragile.ai/api/v1/verify?slug=supermaven","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}