Amp vs Claude Code: Model-Agnostic Orchestration vs Native Intelligence

Summary

The core trade-off: Amp gives you access to every frontier model through one interface, with team collaboration built in. Claude Code gives you one model family with the deepest possible integration, including Agent Teams that coordinate multiple sub-agents with shared task lists. Amp is the better team tool. Claude Code is the better orchestration engine.

Stat Comparison

These tools optimize for different things. Amp maximizes model coverage and team features. Claude Code maximizes agent depth and consistency.

Platform Stats (March 2026)

Model Routing: Amp's Core Advantage

Amp does not just support multiple models. It routes to different models for different subtasks within the same session. This is architecturally different from tools that let you switch models manually.

Three Modes, Three Models

Amp has three primary modes. Smart uses Claude Opus 4.6 for standard coding tasks. Rush uses a faster, cheaper model for small, well-defined changes. Deep engages GPT-5.3-Codex for extended reasoning on hard problems. You can switch modes mid-session with Ctrl+S or let Amp auto-route.

The Oracle is separate from modes. It uses GPT-5.2 with medium reasoning and can be triggered automatically when Amp detects a task is unusually complex, or manually by saying "use the oracle." This means a single Amp session might use Claude for the initial implementation, auto-escalate to the Oracle for a tricky debugging step, and finish with Gemini for a code review.

Claude Code: One Model, Full Stack

Claude Code only runs Claude models. The trade-off is that every layer of the agent is tuned specifically for Claude: the prompting strategy, tool use patterns, context management, and error recovery are all co-designed with the model. When Claude Code spawns Agent Teams, every sub-agent is Claude. This consistency makes multi-agent coordination more predictable. In an Amp subagent workflow, different models might produce incompatible output styles that the orchestrator has to reconcile.

Subagent Architecture

Both tools support subagents, but the implementations are very different. Amp has specialized, purpose-built agents. Claude Code has general-purpose agents that coordinate through a shared task system.

# Use subagents explicitly
$ amp "Convert all CSS files to Tailwind. Use 3 subagents."
# Amp spawns 3 isolated agents, each handling a subset of files

# Oracle auto-triggers on complex debugging
$ amp "Debug this race condition in the payment flow"
# Amp detects complexity, escalates to Oracle (GPT-5.2)
# Oracle reasons through the concurrency issue
# Primary agent applies the fix

# Code review with Gemini
$ amp "Review the PR for security issues"
# Review agent uses Gemini 3 for analysis

# Agent Teams with dependency tracking
$ claude "Build the payment integration"

# Claude Code automatically:
# 1. Creates team with shared task list
# 2. Spawns researcher agent -> explores Stripe SDK
# 3. Spawns implementer agent -> blocked until research done
# 4. Spawns test agent -> writes tests in parallel
# Agents message each other: "research complete, 3 patterns found"
# Task deps prevent implementer from starting early

Amp's approach is more modular. You pick which specialist agent to use, or let Amp decide. Claude Code's approach is more integrated. The team-lead agent orchestrates everything, tracking dependencies and passing context between agents. For tasks where subtasks are independent (CSS-to-Tailwind conversion, batch file processing), Amp's approach is simpler. For tasks with complex dependencies (full-stack features, multi-service refactors), Claude Code's coordination wins.

Team Features: The Biggest Gap

This is where the tools diverge most sharply. Amp was built for dev teams from the start. Claude Code was built for individual developers and is adding team features incrementally.

Thread Sharing Changes the Workflow

When a developer solves a hard problem with Amp, they can share that thread with the team. Other developers can search it by keyword, file path, or date. They can reference it in their own threads via @-mention. This creates an organic knowledge base of solved problems, searchable by anyone on the team.

Claude Code does not have an equivalent. Its knowledge sharing is through CLAUDE.md files (static instructions) and auto-memory (per-project context that persists across sessions). These work well for individual developers but do not capture the interactive problem-solving process that threads preserve.

Enterprise Security

Amp offers zero data retention for enterprise customers, meaning text inputs are not stored by the LLM providers. It also has MCP server approval workflows (untrusted repositories cannot auto-execute code), IP allowlisting, and managed settings that admins push to all users.

Claude Code's security model relies on permission prompts (approve/deny per command), auto-accept mode for trusted workflows, and hooks for custom automation. It lacks the centralized admin controls that Amp provides for larger organizations.

Pricing: Pay-Per-Token vs Subscription

Completely different pricing models. Amp charges for what you use. Claude Code bundles into subscriptions.

Which Is Cheaper?

It depends on usage volume. Amp's free tier ($10/day, ~$300/month value) is extremely generous for users who got in. For paid users, Amp passes through model costs at par, so you pay exactly what Claude, GPT-5.3, and Gemini charge. If you spend under $100/month on model costs, Amp is cheaper than Claude Max 5x. If you consistently use $200+/month in model costs, Claude Max 20x gives you unlimited usage at a fixed price, which is cheaper.

The key difference: Claude Code's subscription means you pay the same whether you use it lightly or heavily. Amp's pay-as-you-go means light months are cheap but heavy months can exceed subscription costs. For teams, Amp's pooled workspace credits add flexibility that per-seat subscriptions lack.

CLI and Editor Support

Both are terminal-first tools, but Amp has broader editor coverage.

Amp runs inside Cursor and Windsurf as an extension, which is a notable competitive move. You can use Amp's model routing and team features inside a competitor's editor. Claude Code, as an Anthropic product, does not integrate with competing AI editors.

CLI Differences

Amp's CLI uses a custom TUI framework that the team says eliminates the flickering common in terminal-based agent interfaces. It supports 7 built-in themes, custom themes via colors.toml, and keybindings configurable per OS and IDE. Claude Code's CLI is Node.js-based, ships multiple times per day, and prioritizes features (hooks, Agent Teams, auto-memory) over UI polish.

AGENTS.md vs CLAUDE.md

Both tools support project-level instruction files. Claude Code uses CLAUDE.md. Amp uses AGENTS.md (with YAML frontmatter support for glob-scoped instructions). Amp maintains backward compatibility with CLAUDE.md files, so switching from Claude Code to Amp requires only renaming the file. Both formats let you encode architecture decisions, coding conventions, and build/test commands that the agent follows.

Failure Modes

An independent reviewer deployed both tools on the same task: building and deploying a todo app to Fly.io. The results reveal how each tool fails differently.

Amp Failure Patterns

• Overproduction: Added linting, testing, and memory allocation beyond stated requirements
• Silent continuation: When local Docker testing failed, Amp continued without pausing for user input
• Model transition costs: When the Oracle escalates from Claude to GPT-5.2, the reasoning style shift can produce inconsistent code conventions within a single task

Claude Code Failure Patterns

• Assumption-making: Chose in-memory storage without asking (Amp asked which database approach to use)
• Missing infrastructure: Did not set up persistent volumes for the deployment (Amp did)
• Health check bugs: The health check implementation contained a bug that prevented proper operation (Amp's worked)
• CSS embedding: Put CSS directly in HTML instead of separate files

Both tools successfully completed the full task, producing functional deployed applications. The failures were in quality decisions and infrastructure setup, not in task completion itself.

Where Amp Wins

Best For: Teams That Value Flexibility

If your team uses multiple editors, wants to avoid model lock-in, and values shared knowledge from past agent sessions, Amp is the better choice. The Sourcegraph heritage gives it strong code intelligence foundations for cross-repository work. The free tier ($10/day grant) also makes it accessible for evaluation without commitment.

Where Claude Code Wins

Best For: Complex Orchestration

If your work involves splitting large tasks across multiple coordinated agents that need to share context and track dependencies, Claude Code's Agent Teams are the best implementation available. The 1M token context window, hooks system for automation, and auto-memory for cross-session learning compound into a deeper single-developer experience than Amp offers.

"Amp is really the one agent where I don't hesitate to say it is consistently better." (Developer review, comparing to other agents excluding Claude Code)

Decision Framework

Frequently Asked Questions

Is Amp or Claude Code better for coding in 2026?

They optimize for different things. Amp gives you access to Claude, GPT-5.3, and Gemini through one agent with team collaboration features. Claude Code gives you Claude-only with the deepest agent coordination available (Agent Teams with dependency tracking and inter-agent messaging). For team-oriented workflows with model flexibility, Amp wins. For solo developer orchestration of complex multi-agent tasks, Claude Code wins.

Can Amp use Claude models?

Yes. Amp's Smart mode uses Claude Opus 4.6 as the default model. It switches to GPT-5.3-Codex for Deep mode (extended reasoning), GPT-5.2 for the Oracle (complex debugging), and Gemini 3 Pro for the Painter (image generation) and code review. You get Claude's coding ability plus access to other models' strengths.

How much does Amp cost compared to Claude Code?

Amp offers a free tier ($10/day grant, closed to new signups) and pay-as-you-go pricing with no markup on model costs. Enterprise is $59/user/month. Claude Code requires a Claude subscription: Pro ($20/mo), Max 5x ($100/mo), or Max 20x ($200/mo). Light users pay less with Amp. Heavy users often pay less with Claude Max subscriptions.

Does Amp have CLAUDE.md support?

Amp uses AGENTS.md (with YAML frontmatter for glob-scoped instructions) but maintains backward compatibility with CLAUDE.md files. Switching requires renaming the file. Both formats encode project instructions that the agent follows.

Which has better subagent support?

Different approaches. Amp has specialized agents (Oracle, Librarian, Painter, Review) with isolated context. Claude Code has general-purpose Agent Teams with shared task lists, dependency tracking, and inter-agent messaging. Amp's agents are more diverse. Claude Code's agents are better coordinated. For independent parallel tasks, Amp's approach is simpler. For dependent multi-step workflows, Claude Code's coordination is stronger.