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Toqan vs warm-rust

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Toqan compared with warm-rust
DetailToqan logo Toqanwarm-rust logo warm-rust
What it doesYour AI workspace Hybrid search, graph indexing, and vector-symbolic memory for AI agents
StageNot given Startup
FoundedNot given 2026
Based inNL US
Pricing modelNot given Open source
PricingNot given Open source under Apache-2.0 license. WARM Cloud is in development with usage-based pricing for sync, backup and verification; details to be published at launch.
Key features
  • Build apps and dashboards from prompts without coding
  • Integrates with Slack, Google Drive, Gmail, Notion, and custom data via MCP and OAuth
  • Maintains context and picks up where you left off
  • Runs tasks on a schedule automatically
  • Search and analyze data from PDFs, Google Drive, and Sheets in plain language
  • Built on enterprise-grade infrastructure with GDPR compliance
  • No onboarding or configuration required
  • Send scheduled Slack alerts and digests
  • Hybrid search combining BM25 lexical and vector scoring
  • Vertex graph vector index with 2.29-2.75x throughput vs hnswlib
  • Vector-symbolic fact memory with holographic reduced representations
  • AES-256-GCM encryption at rest with Argon2id key derivation
  • Signed audit log with Ed25519 and W3C DID identity
  • Secure purge that overwrites deleted data with zeros
  • Crash-safe append-only log with checksumming
  • Native Rust API with Python HTTP client and Node.js bindings
  • MCP server integration for editors and AI agents
  • WARM Cloud sync, backup and verification without server access to keys or documents
What makes it different
  • No setup or configuration needed to start using
  • Remembers context and continues work without recaps
  • Learns tasks and runs them automatically on a schedule
  • Built by Prosus, one of the world's largest technology groups
  • Runs entirely locally in your process with no network calls or telemetry
  • Encryption at rest built into the open-source engine itself, not an enterprise add-on
  • Significantly faster vector search than hnswlib with graph-indexed vertex retrieval
  • Signed provenance and verified audit trail using C2PA, COSE and SCITT standards
  • Embedded library model eliminates dependency on external services or vendor lock-in
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)32 −1 (down) since last check26 no change since last check
Trust Flow (Majestic)2412
Citation Flow (Majestic)3224
Referring domains (Majestic)14556

4 details filled in for both companies.

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