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HomeCompareGraphmind vs Voyage AI

Graphmind vs Voyage AI

Side-by-side comparison of features, pricing, and ratings

Live tool data as of 2026-07-06
Reviewed by our team on 2026-07-03
Saved

At a glance

DimensionGraphmindVoyage AI
Pricingfreemium · from Free €0/mocontact
Best forDevelopers using AI coding assistants who want architecture-aware answers, Teams maintaining large, multi-project codebasesRAG pipelines needing high-accuracy retrieval on finance or legal documents, Enterprises needing long-context embeddings (32K tokens)
Standout featuresKnowledge graph of codebase built with tree-sitter and DuckDB · 25 MCP tools for AI assistants · Persistent memory store (SQLite) for cross-session recallEmbedding models: voyage-3.5 and voyage-3.5 lite · Domain-specific models for finance, legal, code · Company-specific fine-tuned models
Viability score77/10075/100
APIYesYes

Graphmind is the stronger pick for developers using ai coding assistants who want architecture-aware answers; Voyage AI fits better for rag pipelines needing high-accuracy retrieval on finance or legal documents.

Built from live tool data, last verified 2026-07-06.

Graphmind
Graphmind

Local-first code intelligence for AI assistants with persistent memory

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Voyage AI
Voyage AI

Domain-specialized embedding models and rerankers for enterprise RAG pipelines.

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Pricing
Freemium
Contact Sales
Plans
€0/mo
€9/mo
€19/mo
€19/mo/seat
—
Popularity
0 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
DesktopCLI
API
Categories
💻 Code & Development⚙️ Developer Infrastructure
⚙️ Developer Infrastructure
Features
Knowledge graph of codebase built with tree-sitter and DuckDB
25 MCP tools for AI assistants
Persistent memory store (SQLite) for cross-session recall
Hybrid search: full-text, semantic, and graph ranking
Symbol detail with full source, callers, and callees
Transitive caller chain analysis for blast radius
Dead code detection by finding zero-caller symbols
Git diff impact analysis for PR context
Structural similarity detection for copy-paste
Cross-project dependency edges
Circular dependency cycle detection
Local embeddings (minilm) for offline semantic search
Remote embeddings via Voyage AI (paid plans)
Unlimited project indexing on Free plan
Open source under MIT license
Embedding models: voyage-3.5 and voyage-3.5 lite
Domain-specific models for finance, legal, code
Company-specific fine-tuned models
Long-context support up to 32K tokens
Low-dimensional embeddings (3x-8x shorter vectors)
Low-latency inference (4x smaller model)
Reranker models rerank-2.5 and rerank-2.5-lite
Instruction following for reranker models
Batch API for large-scale workloads
Multimodal model voyage-multimodal-3.5
Voyage 4 model series
Voyage-context-3 for chunk-level details with global context
Modular: works with any vector DB and LLM
SOC 2 and HIPAA compliant
Cost-efficient: 2x cheaper inference than prior models
Integrations
Claude Desktop
Claude Code
Cursor
Windsurf
Cline
Zed
Continue

Who should pick which

  • Enterprise building a legal document RAG system
    Pick: Voyage AI

    Voyage AI provides legal-specific embedding models and 32K token context, plus SOC 2 and HIPAA compliance.

  • Developer using Claude/Cursor for large codebase
    Pick: Graphmind

    Graphmind integrates directly with these tools, provides code knowledge graph and persistent memory, reducing token usage by 5,700x.

  • Startup needing affordable AI for code reviews
    Pick: Graphmind

    Freemium pricing and local deployment eliminate API costs; features like git diff impact analysis and dead code detection streamline PR reviews.

  • Finance team needing high-recall retrieval on quarterly reports
    Pick: Voyage AI

    Finance-specific embeddings and rerankers improve accuracy; low-dimensional embeddings cut vector storage costs.

  • Open-source project maintainer assisting contributors
    Pick: Graphmind

    Local-first, self-hostable, free tier supports multi-project dependency edges and circular dependency detection for complex repos.

Frequently Asked Questions

Which is better, Graphmind or Voyage AI?

The best choice between Graphmind and Voyage AI depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Graphmind and Voyage AI?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Graphmind or Voyage AI?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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Explore each tool further

Graphmind
View Graphmind reviewGraphmind alternatives
Voyage AI
View Voyage AI reviewVoyage AI alternatives

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