Aster 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.

Aster compared with Dipole ML Inc.
Detail	Aster	Dipole ML Inc.
What it does	Intelligent Auto Routing	Canada's sovereign frontier AI lab building the Raven models and DCode
Stage	Growing	Startup
Founded	Not given	2026
Based in	Not given	CA
Pricing model	Paid	Freemium
Pricing	aster-work: $0.40 input / $0.80 output per million tokens. aster-code: $0.80 input / $1.60 output per million tokens. No subscription or seat fees. Prepaid credits start at $5 with no expiry. Routing included in product rates.	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
Key features	Task-aware model routing Curated model collection	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
What makes it different	Reinforcement learning router trained on real task data 97.5% lower token cost vs frontier models Same product name regardless of underlying model	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
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet −4 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	11	15
Referring domains (Majestic)	23	1

6 details filled in for both companies.

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