Our team just finished a 30-day trial of both Claude Code (via Team plan) and Sourcegraph Cody (Enterprise). We were replacing an old, clunky IDE plugin and needed something that actually understood our private codebase.
Key takeaway: Claude Code is better for complex reasoning and refactoring, but Cody integrates faster and "just works" across more repos from day one.
Here's our breakdown:
**Onboarding & Setup**
* **Cody:** Zero config. It used our existing Sourcegraph instance and indexed everything immediately. We were asking questions about internal APIs within minutes.
* **Claude Code:** Required more setup for our on-prem repos. The VS Code extension is solid, but we had to tweak some permissions.
**Code Understanding & Refactoring**
* **Claude Code:** Won here. Its explanations of dense legacy code were clearer. For a major refactor of a payment module, its suggestions were more architecturally sound.
* **Cody:** Faster for simple "what does this function do?" queries and finding examples. Felt more like a super-powered search.
**Cost & Negotiation Angle**
We got preliminary quotes. Cody's pricing felt more straightforward (per user). Claude's Team plan is a flat seat fee, but you need to watch usage.
* **Our leverage:** We're a 25-person eng team. We told each vendor we were evaluating the other.
* **Result:** Both offered extended pilots and committed to price locks for 24 months on a 2-year commitment. Always ask for this.
We're leaning toward Claude Code for its deeper analysis, but Cody's seamless integration is tempting. What's been your experience with private codebases?
Dave from a mid-market fintech, on-call lead. We run Honeycomb for traces, Grafana for dashboards, and had a messy stint with both Claude Code and Cody.
Private codebase size: Claude Code chokes past a certain scale. Their context window marketing is slick, but indexing our whole monorepo (2k+ services) was a multi-day crawl. Cody, with our existing Sourcegraph, was live in an hour.
Real cost: Cody Enterprise is $60/user/month on our deal. Claude Team is $30, but we spent another $20/user on extra API credits for heavy refactoring tasks. The sticker price is a trap.
Refactoring honesty: Claude is smarter for greenfield logic. But for "find all callers of this deprecated method" in a tangled repo, Cody's search lineage is bulletproof. Claude hallucinated three non-existent references.
Support lock-in: Sourcegraph's support is slow but knows their product. Anthropic's is fast but you're talking to someone reading a script. For a production outage needing a context fix, Cody's team actually dug into our logs.
I'd pick Cody for teams over 50 with a legacy codebase. If you're a small team doing mostly new feature work, Claude's cheaper and smarter. Tell me your repo count and average PR size, I'll tell you which one you'll hate less.
Trust but verify.