Motörhead vs Zep
On the evidence we track, Zep leads this comparison with a composite score of 64/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for agent memory. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Motörhead
Metal consolidates scattered firm data into a structured, graph-based format that can be queried and integrated with AI tools like Claude, ChatGPT, and Copilot. It enables data-driven decision-making by providing ranked, sourced context for investment analysis.
Zep
LeaderA production-grade memory system for AI agents that uses temporal context graphs to store and retrieve conversations and business data, with automatic updates when facts change. Supports multi-tenant governance with flexible deployment options from managed cloud to customer-controlled infrastructure.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Motörhead
Pricing not documented yet.
Zep
LeaderFree tier (10k credits/month). Flex from $104/month annually (50k credits). Flex Plus from $312/month annually (200k credits). Enterprise: custom pricing. Usage-based: $0.0025 per additional credit (Flex) or $0.001875 per credit (Flex Plus).
- FreeFree
- 10,000 credits per month
- 2 projects
- 1 Memory MCP Server seat
- 5 custom entity & edge types
- Context Graph + temporal memory
- +2 more
- Flex$104/month billed annually; $25 per 10k additional credits
- 50,000 credits per month included
- Auto top-up at 20%
- 30-day credit rollover
- 600 projects
- 5 Memory MCP Server seats
- +5 more
- Flex Plus$312/month billed annually; $75 per 40k additional credits
- 200,000 credits per month included
- Auto top-up at 20%
- 60-day credit rollover
- 1,000 projects
- 15 Memory MCP Server seats
- +10 more
- EnterpriseContact sales
- Custom credits with negotiated rates
- Guaranteed rate limits with SLA
- Unlimited projects
- Custom Memory MCP Server seats
- Custom entity & edge types
- +5 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Claude
Motörhead
- ChatGPT
- Copilot
- MCP-compatible clients
Zep
Leader- Cursor
- OpenAI
- Azure OpenAI
- Google Gemini
- Anthropic
- Neo4j
- FalkorDB
- Amazon Neptune
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.