Stack · Coding agent
Coding agent stack
The complete recipe · model, agent, provider, and monthly cost · for running a production coding agent. Three tiers: frontier, mainstream, and budget.
Tiers3
TypeStack recipe
Updated2026-04
What this page is
Coding agents loop. A single pull request can drive 10 to 50 LLM calls, and context grows fast. The model choice drives quality. The agent wrapper (Claude Code, Cursor, Cline, Aider) drives developer experience. The provider drives speed and cost. This page pairs all three at three price points. Our cost estimates assume 10M input + 3M output tokens per month, prompt caching on.
Tier-by-tier breakdown
Frontier, mainstream, and budget recipes. Pick the row that matches your workload.
Frontier
Best · max quality
Provider
Anthropic directEstimate · 10M in · 3M out
~$125/mo
The premium coding stack. Claude Mythos Preview on Anthropic direct with Claude Code delivers the highest SWE-bench Verified scores available. Caching cuts the input spend roughly in half once the system prompt stabilizes.
Mainstream
Mainstream · balanced
Provider
Anthropic (via Cursor)Estimate · 10M in · 3M out
~$75/mo
The default production stack. Sonnet is frontier-adjacent, Cursor is the best IDE agent by user base, and the monthly subscription caps costs. Upgrade to frontier for hard refactors only.
Budget
Budget · open source
Provider
DeepInfraEstimate · 10M in · 3M out
~$5/mo
The max-savings stack. DeepSeek V3.2 scores well on SWE-bench and HumanEval at a tiny fraction of Claude prices. Cline is a mature free VS Code agent. Total monthly spend under $10 for serious use.
Alternative picks
If the defaults do not fit, try these.
Alternative
Qwen3.5 Coder + Aider
Very cheap, strong code-only model, terminal-based agent. Under $3/mo for heavy solo use.
Alternative
If your org is OpenAI-first, GPT-5 with Cline is the equivalent of the Sonnet + Cursor stack.
Alternative
Gemini 2.5 Pro + Continue
Strong 1M context for whole-codebase analysis. Continue is a free IDE agent.
Frequently asked questions
Turn on prompt caching, keep system prompts stable, route boring tasks (formatting, comment rewrites) to a cheap model like DeepSeek, escalate to Claude or GPT-5 only on hard work.