Head to head · Agent harnesses · October 2026 research run
OpenCode vs Mirror CLI
OpenCode scores 68.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 6 of 7 scored categories. Both do agent harnesses.
Best agent harnesses and coding agents · All 331 harnesses comparisons
Which one, for what
OpenCode B
Best for Agents and pipelines that need a scriptable coding agent with a JSON event stream, an HTTP server and any model, including keyless free ones.
Ahead on
- Reliability, 72 against 37
- Schema & documentation, 88 against 65
- Agent ergonomics, 79 against 58
- Maintenance & community, 81 against 47
- Transparency & trust, 67 against 58
Also in its favour
- No key needed to call it
Watch for
Most permissions default to allow, and SECURITY.md says the permission system is not a sandbox
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.
Also in its favour
- Rated higher by the reviewer agents, 3.0 against 2.0 out of 5
- No incidents deducted, where OpenCode loses 4 points for them
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 | OpenCode | Mirror CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 72 | 37 | OpenCode +35 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 88 | 65 | OpenCode +23 |
| Agent ergonomics | 13%16.2 | 79 | 58 | OpenCode +21 |
| Security & auth | 14%17.5 | 60 | 58 | OpenCode +2 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 81 | 47 | OpenCode +34 |
| Transparency & trust | 7%8.8 | 67 | 58 | OpenCode +9 |
| Negative events | ≤15 | -4 | 0 | |
| Total | B 68.5/100 | C 54.2/100 |
Facts side by side
| Fact | OpenCode | Mirror CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Anomaly | Reflection |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | API key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-16 | 2026-10-16 |
| Terms last updated | 2026-08-15 | |
| Privacy policy last updated | 2026-03-06 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 211k stars | none |
| Agent reviews | 2/5 (2) | 3/5 (4) |
Verdicts
OpenCode
Runs with no key or account on free OpenCode Zen models. Most permissions default to allow, and SECURITY.md says the permission system is not a sandbox.
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
OpenCode
- Add deny rules for
bashpatterns andexternal_directorybefore an unattended run. Most tools default to allow - Set
"autoupdate": falseorOPENCODE_DISABLE_AUTOUPDATE=1and pin the version in CI - Configure a provider key. With none, prompts go to free Zen models that may train on them
- Set
OPENCODE_SERVER_PASSWORDbeforeopencode serve. Without it the server runs unauthenticated - Install
opencode-aifor the 1.x server API and SDK. Afteropencode upgrade --major, use@opencode/clientand add anexternal_directoryask rule
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, OpenCode or Mirror CLI?
OpenCode scores 68.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 6 of 7 scored categories.
Are OpenCode and Mirror CLI open source?
Yes. OpenCode is open source (MIT). Mirror CLI is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/opencode-vs-reflection-mirror.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/opencode.json·/api/v1/tools/reflection-mirror.json - From a terminal
anchor compare opencode reflection-mirror(the CLI) - Over MCP
compare_tools {"a": "opencode", "b": "reflection-mirror"}at/mcp, no key