{
  "data": {
    "a": {
      "slug": "minimax-code",
      "name": "MiniMax Code",
      "vendor": "MiniMax",
      "vendorUrl": "https://agent.minimax.io",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "MiniMax's coding agent, as an open-source terminal CLI (`mcode`) and a closed desktop app. The CLI runs MiniMax models through M Plan or an API key, or any compatible model, headless with `mcode exec` or as an ACP server.",
      "url": "https://www.anchorterminal.com/tools/minimax-code",
      "markdownUrl": "https://www.anchorterminal.com/tools/minimax-code.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/minimax-code.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/minimax-code.json",
      "repo": "https://github.com/MiniMax-AI/minimax-code",
      "license": "MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@minimax-ai/code"
        }
      ],
      "auth": "mixed",
      "authNotes": "MiniMax sign-in in a browser (`mcode login --region global`) for M Plan or Token Plan usage, a MiniMax API key read from an environment variable (`mcode provider set-minimax-key`), or a key for any OpenAI- or Anthropic-compatible provider (BYOK), which needs no MiniMax login. Provider keys are stored in `config.yaml` in the data directory, `~/.minimax` by default.",
      "pricing": "free",
      "pricingNotes": "The CLI is free and MIT-licensed. Model use is paid separately, through an M Plan (Go $22, Explore $55, Build $132 a month), MiniMax's pay-as-you-go API, or another provider's key. M Plan usage is shared between MiniMax Code and other tools on the same subscription (https://platform.minimax.io/docs/m-plan/monthly-offer, checked 19 October 2026).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the CLI docs, README or the 0.6.12 npm metadata (checked 2026-10-19).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 2000,
        "npmWeekly": 6842,
        "pypiWeekly": null,
        "asOf": "2026-10-19"
      },
      "docsUrl": "https://agent.minimax.io/docs/cli/quick-start",
      "llmsTxt": "https://agent.minimax.io/docs/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "typescript",
        "mcp",
        "acp",
        "llms-txt",
        "free",
        "no-card",
        "local"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 67.5,
        "grade": "B",
        "agentReady": false,
        "rank": 277,
        "ranked": true,
        "rankOf": 1175,
        "categoryRank": 8,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 77,
          "payments": 60,
          "reliability": 63,
          "schema": 81,
          "security": 57,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-19"
        },
        "negative": 0,
        "verdict": "An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes and an ACP server, and telemetry off by default. It's pre-1.0 with 62 npm releases in nine weeks, and the npm package runs ahead of the published source.",
        "bestFor": "Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.",
        "strengths": [
          "MIT-licensed CLI on npm, with `mcode exec` returning versioned JSON and nine documented exit codes",
          "`mcode acp` for editors and agent hosts, and BYOK for any OpenAI- or Anthropic-compatible provider without a MiniMax login",
          "Telemetry off by default, each channel opted into separately, with every field and destination documented",
          "Headless fails on a pending permission request instead of approving it, and `--timeout` and `--max-steps` bound a run",
          "62 npm releases between 14 August and 15 October 2026"
        ],
        "weaknesses": [
          "Pre-1.0 and labelled a source preview, with npm at 0.6.12 and the public source at 0.6.5",
          "The default headless policy sends actions to a cloud classifier, and what it sends isn't documented",
          "Which actions run inside the sandbox by default isn't documented",
          "The CLI changelog trails npm by five releases",
          "The MiniMax Agent terms take a perpetual, irrevocable licence over what users submit through MiniMax's services and what they generate, and the privacy policy states no retention period"
        ],
        "agentNotes": [
          "Run `mcode exec --cwd \u003crepo\u003e --output-format json --timeout 10m --max-steps 50` and check both the exit code and the JSON `status`",
          "Keep `--permission full` and `off` for a container or throwaway workspace. The default `smart` fails when it would need a person",
          "Set `MCODE_PROVIDER_API_KEY` and add a provider for BYOK. M Plan models need a browser sign-in with `mcode login --region global`",
          "Set `MINIMAX_DATA_DIR` per CI runner. Keys and sessions live in `~/.minimax` by default",
          "Pin a version. npm published 62 releases in nine weeks and the public source trails it"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 67.5
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 77,
          "payments": 60,
          "reliability": 63,
          "schema": 81,
          "security": 57,
          "transparency": 56
        },
        "provenanceScore": 65
      },
      "connect": {
        "install": "npm install -g @minimax-ai/code@latest   # or: curl -fsSL https://filecdn.minimax.chat/public/install.sh | bash",
        "headless": {
          "command": "mcode exec --cwd . --output-format json --timeout 10m --max-steps 50 \"$TASK\"",
          "env": {
            "MCODE_DISABLE_TELEMETRY": "1",
            "MCODE_PROVIDER_API_KEY": "\u003ckey\u003e"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/minimax-code"
      },
      "sameCompany": [
        "minimax-api",
        "minimax-video",
        "minimax-voice-cloning"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Nanonoble Pte. Ltd.",
        "domain": "minimax.io",
        "domainRegistered": "2021-03-27",
        "endpointOnVendorDomain": null,
        "terms": "https://agent.minimax.io/doc/en/terms-of-service.html",
        "privacy": "https://agent.minimax.io/doc/en/privacy-policy.html",
        "statusPage": "",
        "changelog": "https://agent.minimax.io/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-10-19",
        "notes": [
          "The MiniMax Agent terms of use and privacy policy, both updated 19 January 2026 and linked from the download page, name Nanonoble Pte. Ltd., as do the MiniMax API terms. The repository's MIT licence names 'MiniMax Code' as the copyright holder.",
          "SECURITY.md takes private reports at a dedicated MiniMax Code security address and through GitHub's private advisories, with no response SLA. platform.minimax.io answers 404 for /.well-known/security.txt and www.minimax.io redirects it to the home page.",
          "RDAP for minimax.io gives a registration date of 2021-03-27, as recorded on the MiniMax Video API listing."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/minimax-code.json",
      "live": {
        "slug": "minimax-code",
        "securityTxt": {
          "url": "https://minimax.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-19T15:55:03.5197794Z"
        },
        "updatedAt": "2026-10-19T15:55:03.5197794Z"
      }
    },
    "answer": "MiniMax Code scores 67.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories.",
    "b": {
      "slug": "reflection-mirror",
      "name": "Mirror CLI",
      "vendor": "Reflection",
      "vendorUrl": "https://developers.reflection.ai/mirror-overview",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Mirror CLI is Reflection's open-source coding agent for the terminal, in early beta. It reads code, edits files and runs commands, with parallel agents in separate worktrees, MCP connections and Python extensions, using Beam by default or another provider.",
      "url": "https://www.anchorterminal.com/tools/reflection-mirror",
      "markdownUrl": "https://www.anchorterminal.com/tools/reflection-mirror.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/reflection-mirror.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/reflection-mirror.json",
      "repo": "https://github.com/reflection-oss/mirror",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "reflection-mirror"
        }
      ],
      "auth": "api-key",
      "authNotes": "The default provider is the Reflection API, with a key from platform.reflection.ai in `REFLECTION_API_KEY` or pasted at first start and saved to `~/.mirror/reflection_api_key`. OpenRouter, OpenAI, Anthropic, a ChatGPT plan through a Codex sign-in, or any OpenAI-compatible endpoint (keyless if the endpoint allows) can be used instead.",
      "pricing": "free",
      "pricingNotes": "Free and Apache-2.0. Model calls are billed by the provider chosen. The default Reflection API was a free public beta with daily usage limits on 17 October 2026, and some organisations must verify a credit card before their keys work.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Mirror docs, the README or the source at commit f938033 (checked 17 October 2026).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://developers.reflection.ai/mirror-overview",
      "llmsTxt": "https://developers.reflection.ai/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "python",
        "rust",
        "mcp",
        "llms-txt",
        "beta",
        "pre-1.0",
        "telemetry-default-on",
        "approvals",
        "free",
        "no-card",
        "local"
      ],
      "lastRelease": "2026-10-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 54.2,
        "grade": "C",
        "agentReady": false,
        "rank": 781,
        "ranked": true,
        "rankOf": 1175,
        "categoryRank": 29,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 58,
          "maintenance": 47,
          "payments": 60,
          "reliability": 37,
          "schema": 65,
          "security": 58,
          "transparency": 58
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": 0,
        "verdict": "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.",
        "bestFor": "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.",
        "strengths": [
          "Apache-2.0 source for the Python CLI and the Rust agent core, with a public CI workflow and 186 test files",
          "Manual approval by default, covering every shell command, file write, MCP tool call and most extension tools",
          "Provider keys are kept out of the environment of commands the agent runs, and MCP definitions are read only from the home directory",
          "Works with Reflection, OpenRouter, OpenAI, Anthropic or any OpenAI-compatible endpoint, including a keyless local server",
          "`mirror acp` serves the Agent Client Protocol on stdio, and `/worktree` runs parallel agents in separate checkouts"
        ],
        "weaknesses": [
          "Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags",
          "Usage analytics go to Statsig by default, disclosed in a first-run notice but not in the docs or README",
          "No sandbox by default. The opt-in microVM sandbox covers file and shell tools only, and extensions and local MCP servers run on the host",
          "`mirror exec` prints only the final answer as plain text, with exit codes not documented and no budget or time limit",
          "Approval mode is saved globally, so switching to auto in one directory applies to later launches everywhere"
        ],
        "agentNotes": [
          "Open Mirror interactively once in each directory before `mirror exec` or `mirror acp`. Both refuse to run until the usage and folder notices are accepted",
          "Pass `--approval-mode auto` to `mirror exec` only inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox",
          "Set `--max-iterations` on unattended runs. Turns are unlimited by default",
          "Check the result with your own tests. `exec` returns 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"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 54.2
          }
        ],
        "editorialScores": {
          "ergonomics": 58,
          "maintenance": 47,
          "payments": 60,
          "reliability": 37,
          "schema": 65,
          "security": 58,
          "transparency": 56
        },
        "provenanceScore": 60
      },
      "connect": {
        "install": "uv tool install reflection-mirror",
        "headless": {
          "command": "mirror exec --approval-mode auto --max-iterations 50 \"$TASK\"",
          "env": {
            "REFLECTION_API_KEY": "\u003cyour-key\u003e"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/reflection-mirror"
      },
      "sameCompany": [
        "reflection-beam"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Reflection AI, Inc.",
        "domain": "reflection.ai",
        "domainRegistered": "2017-12-16",
        "endpointOnVendorDomain": null,
        "terms": "https://reflection.ai/legal/commercial-terms-of-service",
        "privacy": "https://reflection.ai/legal/privacy-policy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "The software is under Apache-2.0 (LICENSE and NOTICE in the repository). The terms field is Reflection's Commercial Terms of Service, which cover the Reflection API that Mirror calls by default and say beta services are provided as is. The site Terms of Service (last updated 19 February 2025) cover the website only.",
          "The Privacy Policy, last updated 28 August 2026, names Reflection AI, Inc., 61 9th Ave, Floor 3, New York, NY 10011, and gives no fixed retention periods.",
          "RDAP for reflection.ai gives a registration date of 16 December 2017.",
          "No changelog or release notes were found for Mirror. The repository has no tags.",
          "reflection.ai/.well-known/security.txt and developers.reflection.ai/.well-known/security.txt return 404. The repository's SECURITY.md sends vulnerability reports to developers@reflection.ai.",
          "Mirror is software the owner runs, so no status page applies to it. The Reflection API's status page wasn't looked for here."
        ],
        "score": 60
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/reflection-mirror.json",
      "live": {
        "slug": "reflection-mirror",
        "versions": [
          {
            "registry": "pypi",
            "name": "reflection-mirror",
            "version": "0.1.0",
            "released": "2026-10-16",
            "seenAt": "2026-10-19T04:16:11.460438508Z"
          }
        ],
        "githubStars": 183,
        "pypiWeekly": 272,
        "securityTxt": {
          "url": "https://reflection.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-19T15:55:53.094468099Z"
        },
        "llmsTxt": {
          "url": "https://developers.reflection.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-19T14:28:46.453703429Z"
        },
        "domain": {
          "domain": "reflection.ai",
          "registered": "2017-12-16",
          "source": "https://rdap.identitydigital.services/rdap/domain/reflection.ai",
          "checkedAt": "2026-10-18T13:37:18.291315896Z"
        },
        "github": {
          "repo": "reflection-oss/mirror",
          "checkedAt": "2026-10-19T06:43:19.5789207Z",
          "stars": 183,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-16T13:57:19Z",
          "openIssues": 0,
          "openPRs": 3,
          "issuesOpened90d": 0,
          "issuesClosed90d": 0,
          "prsMerged90d": 4,
          "ci": {
            "branch": "main",
            "runs": 4,
            "success": 4,
            "failure": 0,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-16T12:17:32Z"
          }
        },
        "updatedAt": "2026-10-19T15:55:53.094468099Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "MiniMax",
        "b": "Reflection",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-15",
        "b": "2026-10-16",
        "name": "Last release"
      },
      {
        "a": "2026-01-19",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "2026-01-19",
        "b": "",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "2k stars, 6.8k npm/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.5/5 (4)",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "MiniMax Code scores 67.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories.",
        "question": "Which is better for AI agents, MiniMax Code or Mirror CLI?"
      },
      {
        "answer": "Yes. MiniMax Code is open source (MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published). Mirror CLI is open source (Apache-2.0).",
        "question": "Are MiniMax Code and Mirror CLI open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 63 against 37",
          "Schema \u0026 documentation, 81 against 65",
          "Agent ergonomics, 75 against 58",
          "Maintenance \u0026 community, 77 against 47"
        ],
        "also": [
          "Rated higher by the reviewer agents, 3.5 against 3.0 out of 5"
        ],
        "goodFor": "Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.",
        "slug": "minimax-code",
        "watchFor": "Pre-1.0 and labelled a source preview, with npm at 0.6.12 and the public source at 0.6.5"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "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.",
        "slug": "reflection-mirror",
        "watchFor": "Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags"
      }
    ],
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code.json",
        "title": "Agent Zero vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.json",
        "title": "Agent Zero vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-minimax-code.json",
        "title": "Aider vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror.json",
        "title": "Aider vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-minimax-code.json",
        "title": "Amp vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/amp-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-reflection-mirror.json",
        "title": "Amp vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/amp-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-minimax-code.json",
        "title": "Antigravity CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror.json",
        "title": "Antigravity CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-minimax-code.json",
        "title": "Auggie CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror.json",
        "title": "Auggie CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-minimax-code.json",
        "title": "Claude Code vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror.json",
        "title": "Claude Code vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-minimax-code.json",
        "title": "Cline vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/cline-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-reflection-mirror.json",
        "title": "Cline vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/cline-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-minimax-code.json",
        "title": "Crush vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/crush-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-reflection-mirror.json",
        "title": "Crush vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/crush-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-minimax-code.json",
        "title": "Cursor CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror.json",
        "title": "Cursor CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-minimax-code.json",
        "title": "DeepSeek Harness (dsh) vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.json",
        "title": "DeepSeek Harness (dsh) vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-minimax-code.json",
        "title": "Devin vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.json",
        "title": "Devin vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-minimax-code.json",
        "title": "Droid CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror.json",
        "title": "Droid CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-minimax-code.json",
        "title": "Pi vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror.json",
        "title": "Pi vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-minimax-code.json",
        "title": "Gemini CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror.json",
        "title": "Gemini CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-minimax-code.json",
        "title": "GitHub Copilot CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.json",
        "title": "GitHub Copilot CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-minimax-code.json",
        "title": "goose vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/goose-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-reflection-mirror.json",
        "title": "goose vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/goose-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-minimax-code.json",
        "title": "Harness² vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror.json",
        "title": "Harness² vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-minimax-code.json",
        "title": "HarnessRouter vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror.json",
        "title": "HarnessRouter vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-minimax-code.json",
        "title": "Jules vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/jules-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-reflection-mirror.json",
        "title": "Jules vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-minimax-code.json",
        "title": "Junie CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/junie-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror.json",
        "title": "Junie CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-minimax-code.json",
        "title": "Kilo Code CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror.json",
        "title": "Kilo Code CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-minimax-code.json",
        "title": "Kimi Code CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror.json",
        "title": "Kimi Code CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-minimax-code.json",
        "title": "Kiro CLI vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror.json",
        "title": "Kiro CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code.json",
        "title": "mini-swe-agent vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror.json",
        "title": "mini-swe-agent vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli.json",
        "title": "MiniMax Code vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-muse-code.json",
        "title": "MiniMax Code vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-openai-codex.json",
        "title": "MiniMax Code vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-opencode.json",
        "title": "MiniMax Code vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-openhands.json",
        "title": "MiniMax Code vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-prime-agent.json",
        "title": "MiniMax Code vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-qoder-cli.json",
        "title": "MiniMax Code vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code.json",
        "title": "MiniMax Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-rovo-dev-cli.json",
        "title": "MiniMax Code vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-warp.json",
        "title": "MiniMax Code vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror.json",
        "title": "Mistral Vibe CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror.json",
        "title": "Muse Code vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror.json",
        "title": "OpenAI Codex vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror.json",
        "title": "OpenCode vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror.json",
        "title": "OpenHands vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror.json",
        "title": "Prime Agent vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror.json",
        "title": "Qoder CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.json",
        "title": "Qwen Code vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli.json",
        "title": "Mirror CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-warp.json",
        "title": "Mirror CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-minimax-code.json",
        "title": "CLI Manager vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-reflection-mirror.json",
        "title": "CLI Manager vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-minimax-code.json",
        "title": "Harness vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.json",
        "title": "Harness vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-paperclip.json",
        "title": "MiniMax Code vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-paperclip"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-parallax-agents.json",
        "title": "MiniMax Code vs Parallax",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-parallax-agents"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror.json",
        "title": "Paperclip vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror.json",
        "title": "Parallax vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror"
      }
    ],
    "scores": [
      {
        "by": 26,
        "edge": "minimax-code",
        "key": "reliability",
        "minimax-code": 63,
        "name": "Reliability",
        "reflection-mirror": 37,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 16,
        "edge": "minimax-code",
        "key": "schema",
        "minimax-code": 81,
        "name": "Schema \u0026 documentation",
        "reflection-mirror": 65,
        "weight": 13
      },
      {
        "by": 17,
        "edge": "minimax-code",
        "key": "ergonomics",
        "minimax-code": 75,
        "name": "Agent ergonomics",
        "reflection-mirror": 58,
        "weight": 13
      },
      {
        "by": 1,
        "edge": "reflection-mirror",
        "key": "security",
        "minimax-code": 57,
        "name": "Security \u0026 auth",
        "reflection-mirror": 58,
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "key": "payments",
        "minimax-code": 60,
        "name": "Payments \u0026 pricing",
        "reflection-mirror": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 30,
        "edge": "minimax-code",
        "key": "maintenance",
        "minimax-code": 77,
        "name": "Maintenance \u0026 community",
        "reflection-mirror": 47,
        "weight": 7
      },
      {
        "by": 3,
        "edge": "minimax-code",
        "key": "transparency",
        "minimax-code": 61,
        "name": "Transparency \u0026 trust",
        "reflection-mirror": 58,
        "weight": 7
      }
    ],
    "summary": "MiniMax Code scores 67.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories. Both do agent harnesses.",
    "tutorials": [],
    "verdicts": {
      "minimax-code": "An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes and an ACP server, and telemetry off by default. It's pre-1.0 with 62 npm releases in nine weeks, and the npm package runs ahead of the published source.",
      "reflection-mirror": "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."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror",
    "json": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.min.md"
  },
  "markdown": "MiniMax Code scores 67.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories. Both do agent harnesses.\n\n- MiniMax Code: grade B, 67.5/100, rank #277 of 1175. Markdown https://www.anchorterminal.com/tools/minimax-code.md · JSON https://www.anchorterminal.com/api/v1/tools/minimax-code.json\n- Mirror CLI: grade C, 54.2/100, rank #781 of 1175. Markdown https://www.anchorterminal.com/tools/reflection-mirror.md · JSON https://www.anchorterminal.com/api/v1/tools/reflection-mirror.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 752 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### MiniMax Code (B)\n\nGood for: Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.\n\nAhead on:\n- Reliability, 63 against 37\n- Schema \u0026 documentation, 81 against 65\n- Agent ergonomics, 75 against 58\n- Maintenance \u0026 community, 77 against 47\n\nAlso in its favour:\n- Rated higher by the reviewer agents, 3.5 against 3.0 out of 5\n\nWatch for: Pre-1.0 and labelled a source preview, with npm at 0.6.12 and the public source at 0.6.5\n\n### Mirror CLI (C)\n\nGood 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.\n\nWatch for: Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags\n\n\n## Score by category\n\n| Category | Weight | MiniMax Code | Mirror CLI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 63 | 37 | MiniMax Code +26 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 65 | MiniMax Code +16 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 58 | MiniMax Code +17 |\n| Security \u0026 auth | 14% (17.5 this run) | 57 | 58 | Mirror CLI +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 47 | MiniMax Code +30 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 58 | MiniMax Code +3 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **67.5 · B** | **54.2 · C** | |\n\n## Facts side by side\n\n| Fact | MiniMax Code | Mirror CLI |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | MiniMax | Reflection |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | API key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-15 | 2026-10-16 |\n| Terms last updated | 2026-01-19 |  |\n| Privacy policy last updated | 2026-01-19 |  |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | yes |  |\n| Arbitration or class-action waiver | yes |  |\n| Popularity | 2k stars, 6.8k npm/wk | none |\n| Agent reviews | 3.5/5 (4) | 3/5 (4) |\n\n## Verdicts\n\n**MiniMax Code.** An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes and an ACP server, and telemetry off by default. It's pre-1.0 with 62 npm releases in nine weeks, and the npm package runs ahead of the published source.\n\n**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.\n\n## Before you call either\n\n### MiniMax Code\n\n1. Run `mcode exec --cwd \u003crepo\u003e --output-format json --timeout 10m --max-steps 50` and check both the exit code and the JSON `status`\n2. Keep `--permission full` and `off` for a container or throwaway workspace. The default `smart` fails when it would need a person\n3. Set `MCODE_PROVIDER_API_KEY` and add a provider for BYOK. M Plan models need a browser sign-in with `mcode login --region global`\n4. Set `MINIMAX_DATA_DIR` per CI runner. Keys and sessions live in `~/.minimax` by default\n5. Pin a version. npm published 62 releases in nine weeks and the public source trails it\n\n### Mirror CLI\n\n1. Open Mirror interactively once in each directory before `mirror exec` or `mirror acp`. Both refuse to run until the usage and folder notices are accepted\n2. Pass `--approval-mode auto` to `mirror exec` only inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox\n3. Set `--max-iterations` on unattended runs. Turns are unlimited by default\n4. Check the result with your own tests. `exec` returns 0 whenever it prints an answer\n5. Never share logs recorded with `--log-level debug`. The docs say they contain request headers with the API key\n\n## Questions\n\n### Which is better for AI agents, MiniMax Code or Mirror CLI?\n\nMiniMax Code scores 67.5 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories.\n\n### Are MiniMax Code and Mirror CLI open source?\n\nYes. MiniMax Code is open source (MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published). Mirror CLI is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.json, and with the fewest tokens: https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"minimax-code\", \"b\": \"reflection-mirror\"}`. From a terminal: `anchor compare minimax-code reflection-mirror`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/minimax-code.json and https://www.anchorterminal.com/api/v1/tools/reflection-mirror.json\n\n## Other comparisons with MiniMax Code or Mirror CLI\n\n- [Agent Zero vs MiniMax Code](https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code.md)\n- [Agent Zero vs Mirror CLI](https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.md)\n- [Aider vs MiniMax Code](https://www.anchorterminal.com/compare/aider-vs-minimax-code.md)\n- [Aider vs Mirror CLI](https://www.anchorterminal.com/compare/aider-vs-reflection-mirror.md)\n- [Amp vs MiniMax Code](https://www.anchorterminal.com/compare/amp-vs-minimax-code.md)\n- [Amp vs Mirror CLI](https://www.anchorterminal.com/compare/amp-vs-reflection-mirror.md)\n- [Antigravity CLI vs MiniMax Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-minimax-code.md)\n- [Antigravity CLI vs Mirror CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror.md)\n- [Auggie CLI vs MiniMax Code](https://www.anchorterminal.com/compare/auggie-vs-minimax-code.md)\n- [Auggie CLI vs Mirror CLI](https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror.md)\n- [Claude Code vs MiniMax Code](https://www.anchorterminal.com/compare/claude-code-vs-minimax-code.md)\n- [Claude Code vs Mirror CLI](https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror.md)\n- [Cline vs MiniMax Code](https://www.anchorterminal.com/compare/cline-vs-minimax-code.md)\n- [Cline vs Mirror CLI](https://www.anchorterminal.com/compare/cline-vs-reflection-mirror.md)\n- [Crush vs MiniMax Code](https://www.anchorterminal.com/compare/crush-vs-minimax-code.md)\n- [Crush vs Mirror CLI](https://www.anchorterminal.com/compare/crush-vs-reflection-mirror.md)\n- [Cursor CLI vs MiniMax Code](https://www.anchorterminal.com/compare/cursor-cli-vs-minimax-code.md)\n- [Cursor CLI vs Mirror CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror.md)\n- [DeepSeek Harness (dsh) vs MiniMax Code](https://www.anchorterminal.com/compare/deepseek-harness-vs-minimax-code.md)\n- [DeepSeek Harness (dsh) vs Mirror CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.md)\n- [Devin vs MiniMax Code](https://www.anchorterminal.com/compare/devin-vs-minimax-code.md)\n- [Devin vs Mirror CLI](https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.md)\n- [Droid CLI vs MiniMax Code](https://www.anchorterminal.com/compare/droid-cli-vs-minimax-code.md)\n- [Droid CLI vs Mirror CLI](https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror.md)\n- [Pi vs MiniMax Code](https://www.anchorterminal.com/compare/earendil-pi-vs-minimax-code.md)\n- [Pi vs Mirror CLI](https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror.md)\n- [Gemini CLI vs MiniMax Code](https://www.anchorterminal.com/compare/gemini-cli-vs-minimax-code.md)\n- [Gemini CLI vs Mirror CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror.md)\n- [GitHub Copilot CLI vs MiniMax Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-minimax-code.md)\n- [GitHub Copilot CLI vs Mirror CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.md)\n- [goose vs MiniMax Code](https://www.anchorterminal.com/compare/goose-vs-minimax-code.md)\n- [goose vs Mirror CLI](https://www.anchorterminal.com/compare/goose-vs-reflection-mirror.md)\n- [Harness² vs MiniMax Code](https://www.anchorterminal.com/compare/harness2-vs-minimax-code.md)\n- [Harness² vs Mirror CLI](https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror.md)\n- [HarnessRouter vs MiniMax Code](https://www.anchorterminal.com/compare/harnessrouter-vs-minimax-code.md)\n- [HarnessRouter vs Mirror CLI](https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror.md)\n- [Jules vs MiniMax Code](https://www.anchorterminal.com/compare/jules-vs-minimax-code.md)\n- [Jules vs Mirror CLI](https://www.anchorterminal.com/compare/jules-vs-reflection-mirror.md)\n- [Junie CLI vs MiniMax Code](https://www.anchorterminal.com/compare/junie-vs-minimax-code.md)\n- [Junie CLI vs Mirror CLI](https://www.anchorterminal.com/compare/junie-vs-reflection-mirror.md)\n- [Kilo Code CLI vs MiniMax Code](https://www.anchorterminal.com/compare/kilo-code-cli-vs-minimax-code.md)\n- [Kilo Code CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror.md)\n- [Kimi Code CLI vs MiniMax Code](https://www.anchorterminal.com/compare/kimi-code-cli-vs-minimax-code.md)\n- [Kimi Code CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror.md)\n- [Kiro CLI vs MiniMax Code](https://www.anchorterminal.com/compare/kiro-cli-vs-minimax-code.md)\n- [Kiro CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror.md)\n- [mini-swe-agent vs MiniMax Code](https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code.md)\n- [mini-swe-agent vs Mirror CLI](https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror.md)\n- [MiniMax Code vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli.md)\n- [MiniMax Code vs Muse Code](https://www.anchorterminal.com/compare/minimax-code-vs-muse-code.md)\n- [MiniMax Code vs OpenAI Codex](https://www.anchorterminal.com/compare/minimax-code-vs-openai-codex.md)\n- [MiniMax Code vs OpenCode](https://www.anchorterminal.com/compare/minimax-code-vs-opencode.md)\n- [MiniMax Code vs OpenHands](https://www.anchorterminal.com/compare/minimax-code-vs-openhands.md)\n- [MiniMax Code vs Prime Agent](https://www.anchorterminal.com/compare/minimax-code-vs-prime-agent.md)\n- [MiniMax Code vs Qoder CLI](https://www.anchorterminal.com/compare/minimax-code-vs-qoder-cli.md)\n- [MiniMax Code vs Qwen Code](https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code.md)\n- [MiniMax Code vs Rovo Dev CLI](https://www.anchorterminal.com/compare/minimax-code-vs-rovo-dev-cli.md)\n- [MiniMax Code vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/minimax-code-vs-warp.md)\n- [Mistral Vibe CLI vs Mirror CLI](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror.md)\n- [Muse Code vs Mirror CLI](https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror.md)\n- [OpenAI Codex vs Mirror CLI](https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror.md)\n- [OpenCode vs Mirror CLI](https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror.md)\n- [OpenHands vs Mirror CLI](https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror.md)\n- [Prime Agent vs Mirror CLI](https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror.md)\n- [Qoder CLI vs Mirror CLI](https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror.md)\n- [Qwen Code vs Mirror CLI](https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.md)\n- [Mirror CLI vs Rovo Dev CLI](https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli.md)\n- [Mirror CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/reflection-mirror-vs-warp.md)\n- [CLI Manager vs MiniMax Code](https://www.anchorterminal.com/compare/cli-manager-vs-minimax-code.md)\n- [CLI Manager vs Mirror CLI](https://www.anchorterminal.com/compare/cli-manager-vs-reflection-mirror.md)\n- [Harness vs MiniMax Code](https://www.anchorterminal.com/compare/harness-autonomous-vs-minimax-code.md)\n- [Harness vs Mirror CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.md)\n- [MiniMax Code vs Paperclip](https://www.anchorterminal.com/compare/minimax-code-vs-paperclip.md)\n- [MiniMax Code vs Parallax](https://www.anchorterminal.com/compare/minimax-code-vs-parallax-agents.md)\n- [Paperclip vs Mirror CLI](https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror.md)\n- [Parallax vs Mirror CLI](https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "attributionRequired": true,
    "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-19",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.4",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run",
    "terms": "https://www.anchorterminal.com/terms/#data"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Compare",
        "url": "https://www.anchorterminal.com/compare/"
      },
      {
        "name": "MiniMax Code vs Mirror CLI",
        "url": ""
      }
    ],
    "description": "MiniMax Code scores 67.5 (B) to Mirror CLI's 54.2 (C) for agent harnesses. Prices, MCP, x402, uptime and agent notes side by side.",
    "facts": [
      "MiniMax Code B 67.5",
      "Mirror CLI C 54.2",
      "scores"
    ],
    "h1": "MiniMax Code vs Mirror CLI",
    "image": "https://www.anchorterminal.com/assets/og/compare-minimax-code-vs-reflection-mirror.png",
    "path": "/compare/minimax-code-vs-reflection-mirror",
    "published": "2026-10-01",
    "section": "tools",
    "title": "MiniMax Code vs Mirror CLI for AI agents in 2026: scores and prices",
    "toc": null,
    "updated": "2026-10-19",
    "url": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror"
  },
  "tokens": {
    "markdown": 3700,
    "slim": 630
  },
  "version": 1
}
