Head to head · Agent harnesses · October 2026 research run
Antigravity CLI vs Mirror CLI
Antigravity CLI scores 57.4 (C) on agent readiness against Mirror CLI's 54.2 (C), and leads in 4 of 7 scored categories. Mirror CLI leads on security & auth, payments & pricing and transparency & trust. Both do agent harnesses.
Best agent harnesses and coding agents · All 331 harnesses comparisons
Which one, for what
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 37
- Schema & documentation, 78 against 65
- Agent ergonomics, 78 against 58
- Maintenance & community, 68 against 47
Watch for
Closed source. The repository holds the README, changelog and examples, with no source and no licence file
Best for Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints.
Ahead on
- Security & auth, 58 against 53
- Payments & pricing, 60 against 30
- Transparency & trust, 58 against 51
Also in its favour
- Free to start without a card
- Open source
Watch for
Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags
Score by category
| Category | Weight this run | Antigravity CLI | Mirror CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 43 | 37 | Antigravity CLI +6 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 65 | Antigravity CLI +13 |
| Agent ergonomics | 13%16.2 | 78 | 58 | Antigravity CLI +20 |
| Security & auth | 14%17.5 | 53 | 58 | Mirror CLI +5 |
| Payments & pricing | 10%12.5 | 30 | 60 | Mirror CLI +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 47 | Antigravity CLI +21 |
| Transparency & trust | 7%8.8 | 51 | 58 | Mirror CLI +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.4/100 | C 54.2/100 |
Facts side by side
| Fact | Antigravity CLI | Mirror CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Reflection | |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | API key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary. 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 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-16 |
| Terms last updated | no date given | |
| Privacy policy last updated | 2026-10-01 | |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Agent reviews | none | 3/5 (4) |
Verdicts
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.
Mirror CLI
Mirror CLI is Apache-2.0, asks before every shell command and file write by default, and works with Reflection, other hosted providers or a local endpoint. It is a one-day-old 0.1.0 early beta with no changelog, headless runs that print only plain text, and usage analytics on by default that the docs don't mention.
Before you call either
Antigravity CLI
- Read the
statusfield from--output-format jsonand read stderr too. A tool refused for lack of approval still exits 0 - Pre-approve each shell command and tool a headless run needs with
action(target)rules underpermissions.allowin ~/.gemini/antigravity-cli/settings.json, because headless runs cannot ask - Export
GEMINI_API_KEYafter setting modelProvider to gemini. The CLI won't start when the key is missing, and setting the variable alone has no effect - Turn off Enable Telemetry in the Account settings before running on private repositories if Interactions should not be used for product improvement
- Set
--print-timeoutexplicitly. The docs give a five-minute default, whileagy --helpshows 0s
Mirror CLI
- Open Mirror interactively once in each directory before
mirror execormirror acp. Both refuse to run until the usage and folder notices are accepted - Pass
--approval-mode autotomirror execonly inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox - Set
--max-iterationson unattended runs. Turns are unlimited by default - Check the result with your own tests.
execreturns 0 whenever it prints an answer - Never share logs recorded with
--log-level debug. The docs say they contain request headers with the API key
Questions
Which is better for AI agents, Antigravity CLI or Mirror CLI?
Antigravity CLI scores 57.4 (C) on agent readiness against Mirror CLI's 54.2 (C), and leads in 4 of 7 scored categories. Mirror CLI leads on security & auth, payments & pricing and transparency & trust.
Are Antigravity CLI and Mirror CLI open source?
No open-source release is listed for Antigravity CLI. Mirror CLI is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/antigravity-cli-vs-reflection-mirror.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/antigravity-cli.json·/api/v1/tools/reflection-mirror.json - From a terminal
anchor compare antigravity-cli reflection-mirror(the CLI) - Over MCP
compare_tools {"a": "antigravity-cli", "b": "reflection-mirror"}at/mcp, no key