Edgee Demo Day · November 10

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Edgee vs LiteLLM

Govern your agents. Skip the gateway maintenance.

A five-minute start for your organization, squads, and developers. Edgee combines broad agent support with native governance and compression, without a database or Redis stack for your team to operate.

5-minute CLI installBuilt for teams of 500+ developersKeep the agents you use

The distinction that matters

LiteLLM’s four wrappers are a starting point; broader integration and production operations remain your responsibility. Edgee packages agent setup, provisioning, and governance into one managed service. Spend your time on coding, not gateway upkeep.

Model labs sell tokens. Your team needs an independent layer that helps it use fewer, choose providers freely, and govern the work around every request.

Spend time shipping code

Your agents. No stack to babysit.

Edgee SaaS includes the infrastructure. No PostgreSQL or Redis to deploy, upgrade, or monitor.

  • Managed gateway
  • No database setup
  • No Redis setup
Start with your team

One setup across your tools

Five minutes. Ready to code.

Sign in, launch your agent, and apply the team’s policies. Go beyond lite’s four wrappers with broad CLI and editor support.

  • Claude & Codex
  • Cursor & Copilot
  • And more
Explore supported agents

Included in the workflow

Governance. Already connected.

Native compression, automatically injected Edgee MCP, Claude Mod, and squad policies work together in one product.

  • Native compression
  • Edgee MCP
  • Squad policies
Explore team capabilities

Side by side

The capabilities that matter when you run coding agents across an engineering organization.

Infrastructure and maintenance

LiteLLM

A production stack to operate

PostgreSQL for governance; shared Redis for multiple workers.

Edgee

No database or Redis to operate

Managed SaaS; licensed gateway via Helm on your Kubernetes.

Provision your coding team

LiteLLM

Configure proxy, users, teams, and keys

Gateway and database setup before team provisioning.

Edgee

Organization → squads → developers

Quick setup, seats, inherited policies, and squad assignments.

Coding-agent launchers

LiteLLM

Four lite wrappers

Claude Code, Codex, OpenCode, Pi; other integrations need separate setup.

Edgee

Broad CLI and editor support

Claude, Codex, OpenCode, Pi, Cursor, Copilot, CodeBuddy, and more.

Control Edgee from your agent

LiteLLM

Configure MCP gateway access

Set up MCP servers, client connections, and access scopes.

Edgee

Automatically injected Edgee MCP

Session tools, model discovery, and rerouting; enabled per org/member.

Claude Code experience

LiteLLM

No equivalent Mod documented

Agent connection and gateway features; no equivalent sidebar found.

Edgee

Claude Mod included

Model picker, savings, and request details inside Claude Code.

Distribute skills and MCP

LiteLLM

MCP gateway + Claude marketplace

Scoped MCP access and managed Claude plugins.

Edgee

Assign locally by squad

Publish Plugins centrally; sync on supported agent launches.

Manual rerouting Strategies

LiteLLM

Per-model budget fallbacks

Key-level caps and fallback chains; prerequisite is Enterprise.

Edgee

Per-model rules + budget stages

Assign to org, squad, member, or key; session overrides via MCP.

Smart routing for coding

LiteLLM

Auto + adaptive routing (beta)

Configure classifiers, model tiers, and adaptive pools.

Edgee

Complexity-based + self-learning

Both in beta, designed for coding-agent workloads.

Native coding-token compression

LiteLLM

Headroom integration

External proxy compression; a separate beta SDK compress() also exists.

Edgee

Built-in input + output reduction

Three lightweight techniques, independently configurable.

Token costs by repository and PR

LiteLLM

Team spend + agent traces

Lens telemetry for Claude/Codex; tags for attribution.

Edgee

Git integration + session attribution

Connect token usage to developers, repositories, and pull requests.

Reviewed 27 October 2026. “Not documented” means no equivalent workflow was found in the sources reviewed. CLI coverage compares built-in integrations, not all proxy-compatible clients.

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