Goose and AmpCode get compared in feature lists that ignore how teams actually work. This page is a decision memo: what each is for, what only one of them does well, and which should be your default.
Goose is a Terminal agent aimed at Extensible open-source coding agent (Free (BYO keys)). AmpCode is a Terminal + IDE agent aimed at Unconstrained agentic coding with multi-model routing (Pay-as-you-go (free tier ~$10/day)).
Quick verdict
Default for most teams reading this angle: Goose — local-first execution. Keep AmpCode as a specialist when its unique strengths matter.
| Goose | AmpCode | |
|---|---|---|
| Type | Terminal agent | Terminal + IDE agent |
| Pricing | Free (BYO keys) | Pay-as-you-go (free tier ~$10/day) |
| Open source | Yes | No |
| Best for | Extensible open-source coding agent | Unconstrained agentic coding with multi-model routing |
| SWE-bench (if published) | - | - |
Feature matrix
| Capability | Goose | AmpCode |
|---|---|---|
| Vision / screenshots | No | No |
| Cron / scheduling | No | No |
| Multi-provider routing | Yes | Yes |
| Git integration | Yes | Yes |
| Plugins / skills | Yes | Yes |
| Subagents / teams | No | Yes |
| Background tasks | Yes | Yes |
| Local-first | Yes | No |
IDE daily driver vs terminal agent
Goose is positioned as Terminal agent. AmpCode is Terminal + IDE agent.
IDE-shaped tools win for tight edit loops (see the diff, jump files). Terminal agents win for long jobs you can detach (migrations, CI babysitting). Many teams should run both lanes, not pick a religion.
Default: put interactive day-to-day work in the IDE-shaped tool, and long-horizon automation in the terminal agent—if both can do either, pick by where your team already stares six hours a day.
Strengths (from product positioning)
Goose
Pros: 51K+ GitHub stars; MCP support; Rust-based, fast; Any LLM support.
Cons: No vision support; No subagent system; No built-in cron.
AmpCode
Pros: Multi-model routing; Unconstrained token usage; Free daily credits; Team thread sharing; Code review built-in.
Cons: Pay-as-you-go costs unpredictable; Free tier closed to new signups; No flat subscription option; VS Code extension deprecated.
Public adoption signals
Numbers below come from terminalblog’s adoption snapshots (npm/PyPI/GitHub when available). They change; treat them as relative, not marketing.
| Signal | Goose | AmpCode |
|---|---|---|
| GitHub stars | 51.1K | — |
| Commits (30d) | — | — |
| npm downloads / week | 33 | — |
| PyPI downloads / week | 0 | — |
Full board: leaderboard.
Install / source paths
Goose
- Source: block/goose
AmpCode
- Check the project site / GitHub for current install steps (CLI packages change often).
Always confirm install commands on the upstream repo—package names move.
When to choose which
Choose Goose when
- Your main job is Extensible coding agent with MCP tool integration
- You need local-first execution (which AmpCode lacks in our matrix)
- You can live with: No vision support; No subagent system
Choose AmpCode when
- Your main job is Maximum capability, variable billing
- You need subagents / agent teams (which Goose lacks in our matrix)
- You can live with: Pay-as-you-go costs unpredictable; Free tier closed to new signups
Use both when
- Interactive coding and long unattended jobs are different lanes on your team
- You are migrating and need a temporary dual stack
- Compliance needs a local-first path even if daily work is commercial
Three jobs to run before you standardize
- Parallel tickets: fan out lint/docs/tests. Prefer AmpCode with separate worktrees. Keep Goose for a single deep refactor.
- Daily edits: stay in AmpCode. Long migrate / CI loop: hand off to Goose if it is the stronger terminal agent.
Record: default tool, specialist tool, and forbidden actions (e.g. no prod deploys without a human). Put that in AGENTS.md.
FAQ
Can I run Goose and AmpCode side by side?
Yes. Use separate worktrees or clones so they never write the same files concurrently.
Which is cheaper?
Both pricing lines are above. Model your spike week (tokens × retries × seats). See the pricing guide.
Does SWE-bench decide this?
Goose has no solid public SWE-bench in our dataset. AmpCode has no solid public SWE-bench in our dataset. Benchmarks under-predict IDE feel, Windows reliability, and cron ops.
Where next?
Bottom line
Start with Goose for this decision (local-first execution). Keep AmpCode when you need its unique strengths: subagents / agent teams. Revisit when pricing, models, or your job mix changes.
Related articles
- Open source vs commercial coding agents: operator fit, not ideology
- Claude Code vs Mimo Code: open source vs commercial tradeoffs
- Coding agents vs GitHub Copilot: autocomplete is not an agent
Comparing agents is half the work. aiFiesta can simplify multi-model access while you test workflows.
Operator notes that usually get skipped
Permissions: Agents with shell access can delete work as easily as they write them. Prefer clear approval prompts and deny-by-default for network and production credentials. Goose and AmpCode both need an explicit policy for force-push, .env reads, and cloud deploys.
Windows vs macOS: Path separators, PowerShell vs bash, and orphaned child processes still decide winners more often than marketing benchmarks. Run the same three jobs on the OS your team ships on before you standardize on Goose or AmpCode.
Lockfiles: Never run two agents against the same package-lock / pnpm-lock / Cargo.lock concurrently. That failure mode looks like “the agent is dumb” when it is really shared mutable state. Give Goose and AmpCode separate worktrees.
Memory vs amnesia: Goose is positioned for Extensible open-source coding agent; AmpCode for Unconstrained agentic coding with multi-model routing. Long-running memory or knowledge features only pay off if you invest in what they store; otherwise you pay complexity for zero retention.
Escape hatch: Can you export history, pin versions, and keep working if a model vendor deprecates a SKU next quarter? Multi-provider (Yes vs Yes) and open source (Yes vs No) matter more here than any single benchmark number.
Team rollout: Pick one default (Goose), one specialist, document forbidden actions, and revisit quarterly. Tooling churn is faster than most internal standards documents.