11x.ai vs Dynatrace Davis CoPilot (now Dynatrace Assist)
11x.ai vs Dynatrace Davis CoPilot (now Dynatrace Assist): side-by-side comparison of two use-case-specific agent harnesses systems — architecture, taxonomy, license, pricing, MCP/A2A support, and direct edges.
Cost & capability
| 11x.ai | Dynatrace Davis CoPilot (now Dynatrace Assist) | |
|---|---|---|
| Capability band | competent | competent |
| Capability composite | 58 | 65 |
| Use cases | Scoped Agentic, Long Running Session | Scoped Agentic, Analytical Summarization |
Where they differ (6)
Rows where both sides have data and the values disagree — the shortlist of dimensions that actually distinguish these two systems.
| 11x.ai | Dynatrace Davis CoPilot (now Dynatrace Assist) | |
|---|---|---|
| Capability composite | 58 | 65 |
| Use cases | Scoped Agentic, Long Running Session | Scoped Agentic, Analytical Summarization |
| Type | AI sales agents (Alice, Mike, Jordan) | GenAI assistant for the Davis AI observability engine |
| Created | 2022 (founded) | 2023-09 (Davis CoPilot) |
| Funding | $50M Series B Oct-2024 ($350M val; Benchmark + a16z) | Dynatrace: public (NYSE: DT) |
| Optimised for | autonomous outbound SDR / RevOps | conversational observability + causal-AI explanations |
At a glance
| 11x.ai | Dynatrace Davis CoPilot (now Dynatrace Assist) | |
|---|---|---|
| Section | Use-case-specific agent harnesses | Use-case-specific agent harnesses |
| Tier | T1 | T1 |
| Type | AI sales agents (Alice, Mike, Jordan) | GenAI assistant for the Davis AI observability engine |
| Created | 2022 (founded) | 2023-09 (Davis CoPilot) |
| Pricing | Per-seat / per-agent enterprise tiers | — |
| Funding | $50M Series B Oct-2024 ($350M val; Benchmark + a16z) | Dynatrace: public (NYSE: DT) |
| Deployment | Managed-only — hosted SaaS AI sales agents | — |
| MCP | — | yes — Dynatrace MCP Server; Assist uses the same tools hosted on it |
| Optimised for | autonomous outbound SDR / RevOps | conversational observability + causal-AI explanations |
Pros & cons
11x.ai
Pros: Largest AI-SDR by mindshare 2024; Benchmark + a16z; 'AI employees' framing resonates.
Cons: Ongoing controversy about ICP fit and churn (TechCrunch reporting late-2024); deliverability concerns at high outbound volumes.
Dynatrace Davis CoPilot (now Dynatrace Assist)
Pros: Davis underlying causal-AI is one of the most mature in observability; CoPilot is a credible LLM overlay; broad enterprise base.
Cons: Davis CoPilot is a conversational overlay vs an agent; differentiation from Datadog Bits AI / New Relic AI Monitoring is narrow.