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HomeCompareTenets vs Voyage AI

Tenets 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

DimensionTenetsVoyage AI
Pricingfree · from Open Source (Community) $0/mocontact
Best forDevelopers using AI coding assistants who need better context, Privacy-conscious teams that require local-only code analysisRAG pipelines needing high-accuracy retrieval on finance or legal documents, Enterprises needing long-context embeddings (32K tokens)
Standout featuresMulti-factor NLP code ranking (BM25, TF-IDF, import graphs, Git signals) · MCP server for native AI assistant integration · 100% local processing – no data leaves your machineEmbedding models: voyage-3.5 and voyage-3.5 lite · Domain-specific models for finance, legal, code · Company-specific fine-tuned models
Viability score69/10075/100
APIYesYes

Tenets is the stronger pick for developers using ai coding assistants who need better context; 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.

Tenets
Tenets

100% local MCP server for intelligent code context: BM25, TF-IDF, import graphs rank files for AI assistants.

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Voyage AI
Voyage AI

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

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Pricing
Free
Contact Sales
Plans
$0/mo
—
Popularity
0 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIDesktop
API
Categories
💻 Code & Development⚙️ Developer Infrastructure
⚙️ Developer Infrastructure
Features
Multi-factor NLP code ranking (BM25, TF-IDF, import graphs, Git signals)
MCP server for native AI assistant integration
100% local processing – no data leaves your machine
Context distillation with file ranking and summary
Session management with persistent tenets (guiding principles)
Project analysis: complexity hotspots, ownership, quality metrics
Team velocity tracking (momentum command)
Dependency graph visualization (interactive D3.js HTML)
Optional ML embeddings (semantic transformers with tenets[ml])
Token-budget-aware packing and model-specific token counting
Rules-based and ML summarizers built-in
CLI for rank, examine, distill, session, viz, momentum commands
Privacy-first: no API keys required for core features
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
Cursor
Claude Desktop
Windsurf

Who should pick which

  • Enterprise data team building RAG for legal documents
    Pick: Voyage AI

    Voyage AI offers domain-specific legal embeddings and rerankers, long-context support, and HIPAA/SOC 2 compliance required for legal data.

  • Solo developer using Cursor AI for coding
    Pick: Tenets

    Tenets integrates directly with Cursor via MCP, provides local file ranking (BM25, import graphs), and is free, fitting a single developer's workflow.

  • Privacy-conscious team at a startup
    Pick: Tenets

    Tenets runs 100% locally with no data exfiltration, ideal for teams that cannot or will not use cloud services for code analysis.

  • Finance firm needing multimodal document retrieval
    Pick: Voyage AI

    Voyage's forthcoming voyage-multimodal-3.5 and existing finance-specific embeddings make it suited for mixed image/text documents in finance.

  • Developer wanting to enforce coding principles in AI workflows
    Pick: Tenets

    Tenets' 'tenets' feature allows defining guiding principles that the AI assistant uses, directly supporting principle-driven development.

Frequently Asked Questions

Which is better, Tenets or Voyage AI?

The best choice between Tenets 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 Tenets 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 Tenets 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

Tenets
View Tenets reviewTenets alternatives
Voyage AI
View Voyage AI reviewVoyage AI alternatives

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