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warm-rust vs DataFuse

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

warm-rust compared with DataFuse
Detailwarm-rust logo warm-rustDataFuse logo DataFuse
What it doesHybrid search, graph indexing, and vector-symbolic memory for AI agents Integration layer for AI agents to connect tools, authenticate, execute and audit
StageStartup Not given
Founded2026 Not given
Based inUS Not given
Pricing modelOpen source Freemium
PricingOpen 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. Free: 100,000 tool calls/month, 50 playground messages/month. Starter: $19/month for 250,000 tool calls/month, 1,000 playground messages/month. Growth: $149/month for 2,000,000 tool calls/month, 10,000 playground messages/month. Overages: $5 for 1,000 calls, $15 for 5,000 calls, $25 for 10,000 calls
Key features
  • 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
  • Catalog of 1,085 APIs with 232 production-ready integrations
  • 48-hour API integration guarantee or free month
  • Server-side credential resolution and management
  • REST, GraphQL and MCP integration runtimes
  • Execution history and audit logging
  • Self-hosted deployment option
  • Custom API integration support
  • Free migration from competitors
What makes it different
  • 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
  • No per-connection, per-user or per-seat fees; only pay for tool calls
  • Unified workflow for connection setup, tool discovery and execution across multiple platforms
  • Dashboard playground to test tools with integrated LLM without consuming tool calls
  • Clear execution visibility and logs for agent debugging without raw application logs
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)26 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)120
Citation Flow (Majestic)2412
Referring domains (Majestic)561

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