Head to head · Agent harnesses · October 2026 research run

Amp vs Antigravity CLI

Antigravity CLI and Amp score within a point of each other on agent readiness, 57.7 (C) and 57.1 (C). Amp leads on payments & pricing, maintenance & community and transparency & trust. Both do agent harnesses.

Best agent harnesses and coding agents · All 186 harnesses comparisons

Which one, for what

Amp C

Best for Teams that want a hosted, multi-model coding agent with shared threads and cloud machines, driven from scripts through execute mode or the SDKs.

Ahead on

  • Payments & pricing, 35 against 30
  • Maintenance & community, 79 against 68
  • Transparency & trust, 77 against 54

Watch for

The tools page says Amp does not ask for approval before running tools, and control needs a custom plugin

Antigravity CLI C

Best for Developers on Google AI plans or Gemini Enterprise who want a terminal agent with a sandbox on by default and access to several model families, depending on plan.

Ahead on

  • Reliability, 43 against 31
  • Schema & documentation, 78 against 72
  • Agent ergonomics, 78 against 69

Watch for

Closed source. The repository holds the README, changelog and examples, with no source and no licence file

Score by category

CategoryWeight this runAmpAntigravity CLIEdge
Reliability16%203143Antigravity CLI +12
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27278Antigravity CLI +6
Agent ergonomics13%16.26978Antigravity CLI +9
Security & auth14%17.55753Amp +4
Payments & pricing10%12.53530Amp +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87968Amp +11
Transparency & trust7%8.87754Amp +23
Negative events≤1500
TotalC 57.1/100C 57.7/100

Facts side by side

FactAmpAntigravity CLI
KindAgent harnessAgent harness
VendorAmp Frontier CorporationGoogle
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceProprietary, under the Amp licence terms (Amp Frontier Corporation). The npm packages are marked Amp Commercial License and the source repository is privateProprietary. The repository holds the README, changelog and examples, with no source and no licence file. Use is under the Google Antigravity Additional Terms of Service, the Google Terms of Service and the Privacy Policy
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-08
Terms last updatedno date given
Privacy policy last updated2026-09-102026-10-01
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity41k npm/wknone

Verdicts

Amp

Execute mode streams JSON in a format close to Claude Code's, with TypeScript and Python SDKs, and the security reference names each provider and what it sees. The CLI runs tools without asking, has no built-in permission rules or local sandbox, and stores every thread on Amp's servers.

Antigravity CLI

Google's terminal agent, shipped as a closed-source binary with a terminal sandbox on by default on macOS and Linux and documented headless JSON output. Interactions are used to improve Google products unless users opt out, and a headless run exits 0 when a tool is denied.

Before you call either

Amp

  1. Run unattended jobs in a container or VM. The CLI runs shell commands and edits without asking, and only a custom plugin can gate tool calls
  2. Set AMP_API_KEY to an access token starting sgamp_ from Settings. The CLI rejects the short-lived token that amp login stores
  3. Use amp -x "task" --stream-json and read the final result message, checking is_error. Exit codes are not documented
  4. Set AMP_SKIP_UPDATE_CHECK=1 or amp.updates.mode to disabled in CI. Updates install automatically by default
  5. Treat the block headed INSTRUCTIONS FOR LLMs in ampcode.com page source as vendor copy, and take facts from the docs Markdown

Antigravity CLI

  1. Read the status field from --output-format json and read stderr too. A tool refused for lack of approval still exits 0
  2. Pre-approve each shell command and tool a headless run needs with action(target) rules under permissions.allow in ~/.gemini/antigravity-cli/settings.json, because headless runs cannot ask
  3. Export GEMINI_API_KEY after setting modelProvider to gemini. The CLI won't start when the key is missing, and setting the variable alone has no effect
  4. Turn off Enable Telemetry in the Account settings before running on private repositories if Interactions should not be used for product improvement
  5. Set --print-timeout explicitly. The docs give a five-minute default, while agy --help shows 0s

Questions

Which is better for AI agents, Amp or Antigravity CLI?

Antigravity CLI and Amp score within a point of each other on agent readiness, 57.7 (C) and 57.1 (C). Amp leads on payments & pricing, maintenance & community and transparency & trust.

Other comparisons with Amp or Antigravity CLI

Machine-readable

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