AcruxCore vs Dipole ML Inc.
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
AcruxCore compared with Dipole ML Inc.
| Detail | 
AcruxCore | 
Dipole ML Inc. |
|---|
| What it does | Open-source LLMOps platform for engineering teams
| Canada's sovereign frontier AI lab building the Raven models and DCode
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| Stage | MVP
| Startup
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| Founded | Not given
| 2026
|
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| Based in | Not given
| CA
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| Pricing model | Open source
| Freemium
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| Pricing | Free during beta. Self-hosted is free under Apache 2.0 license. Enterprise options available on request.
| Raven Free (free forever with automatically replenishing limits), Pro ($20/month or $200/year, Founder $160/year), Ultra ($100/month or $1,000/year, Founder $800/year). DCode Coding Plan $29/month (Founder $230/year). API: Raven Flash $0.50 per 1M input tokens, $2.50 per 1M output tokens; Raven Max
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| Key features | - Prompt versioning with named aliases and diffs
- Server-side prompt templating with conditionals and loops
- OpenAI-compatible AI gateway with automatic model fallbacks
- Virtual keys, budgets and per-key rate limits
- LLM tracing through the gateway or over OpenTelemetry
- Versioned tool catalog for function calling
- Offline experiments and online evaluation rules
- Prompt optimization with candidate rewrites
- Team-wide audit trail of every change
- MCP server for Claude Code, Claude Desktop, Cursor
| - Native multimodal vision for diagrams, schematics, and error logs
- Autonomous tool execution with structured receipts
- Inspectable reasoning streams in real time
- 1M token context length
- OpenAI and Anthropic SDK compatibility
- Automatic prompt caching with up to 90% input cost savings
- Model Context Protocol (MCP) support
- Canadian sovereign compute and PIPEDA compliance
- Real-time streaming and sub-second latency
- Prepaid credits that never expire
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| What makes it different | - Change prompts without a deploy by moving production alias
- OpenAI-compatible drop-in gateway keeping existing code paths intact
- Every call is automatically traced with model, tokens, latency and cost
- Audit trail records every change with the person who made it
- Open source Apache 2.0 license with self-hosting option
| - Independent frontier AI built and served from Canada with statutory PIPEDA data privacy
- Inspectable reasoning streams for transparent, auditable AI decisions
- #1 ranked on Terminal Bench, Agent's Last Exam, and AutomationBench benchmarks
- Bootstrapped from first principles without venture capital
- Unified continuous architecture across multiple frontier models
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 12 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 12 | 0 |
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| Citation Flow (Majestic) | 33 | 15 |
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| Referring domains (Majestic) | 49 | 1 |
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6 details filled in for both companies.
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