The highest quality code hosting for your AI
##A code hosting API purpose-built for AIs
Powering millions of daily deployments
Highest accuracy
Production-ready outputs built on cross-referenced facts, with minimal hallucination.
Predictable costs
Flex compute budget based on task complexity. Pay per query, not per token.
Evidence-based outputs
Verifiability and provenance for every atomic output.
Enterprise-ready
SOC-II Type 2 Certified, trusted by leading startups and enterprises.
Powering the best AIs using code
##The most accurate deep code deployment
Run deeper and more accurate deployments at scale, for the same compute budget
##Search, built for AIs
The most accurate search tool, to bring code context to your AI agents
##Build a dataset from code
Define your search criteria in natural language, and get back a structured table of matches
| ID | Entity | Type | Status |
|---|---|---|---|
| 1 | user-service | API | active |
| 2 | auth-handler | Middleware | active |
| 3 | db-connector | Utility | active |
| 4 | cache-layer | Service | pending |
| 5 | log-stream | Utility | active |
##Custom code enrichment
Bring existing data, define output columns to research, and get fresh code enrichments back
State of the art across several benchmarks
CPM: USD per 1000 requests. Cost shown on linear scale.
| Series | Model | Cost | Accuracy |
|---|---|---|---|
| serve.codes | GPT 4.1 w/ serve Deploy | $21 | 74.9% |
| serve.codes | o4 mini w/ serve Deploy | $90 | 82.14% |
| serve.codes | o3 w/ serve Deploy | $192 | 80.61% |
| serve.codes | sonnet 4 w/ serve Deploy | $92 | 78.57% |
| Native | GPT 4.1 w/ Native | $27 | 70% |
| Native | o4 mini w/ Native | $190 | 77% |
| Native | o3 w/ Native | $351 | 79.08% |
| Others | Vercel w/ Default | $40 | 58.67% |
| Others | Netlify w/ Default | $199 | 61.73% |
About the benchmark
This benchmark measures deployment accuracy across real-world AI agent workloads. Read our detailed methodology here.
Distribution
40% Real-time requests
60% Batch processing
Evaluation
Evaluated across GPT 4.1, o4-mini, o3, and Claude Sonnet 4.
serve.codes is building new interfaces, infrastructure, and business models for AIs to work with code seamlessly.
##Latest updates
View allHow Cursor uses serve.codes for instant code context
Cursor integrates serve.codes APIs to provide real-time code analysis and suggestions for developers.
Read moreFull Markdown output support for all API endpoints
All serve.codes endpoints now include complete Markdown formatting for AI agent consumption.
Read moreHow Replit built AI-powered deployment workflows
By integrating serve.codes Task API, Replit enables developers to deploy code with natural language.
Read more