# MiniMax Code vs Sculptor

> MiniMax Code scores 66.1 (B) to Sculptor's 53.1 (D) for agent harnesses. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/minimax-code-vs-sculptor
- Markdown: https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.md (~5,500 tokens)
- Site index for agents: https://www.anchorterminal.com/llms.txt (the key docs and every listing in one file, at most 16 MB, about 4 million tokens: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- DNS: dig +short TXT <slug>.grade.anchorterminal.com (the grade as a DNS TXT record, for a sandbox with no HTTP where names still resolve; also top., best.<category>. and <a>.vs.<b>. under the zone, and the same under grade.letme.dev)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-11-07

MiniMax Code scores 66.1 (B) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Both do agent harnesses.

- MiniMax Code: grade B, 66.1/100, rank #383 of 1510. Markdown https://www.anchorterminal.com/tools/minimax-code.md · JSON https://www.anchorterminal.com/api/v1/tools/minimax-code.json
- Sculptor: grade D, 53.1/100, rank #966 of 1510. Markdown https://www.anchorterminal.com/tools/sculptor.md · JSON https://www.anchorterminal.com/api/v1/tools/sculptor.json
- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md
- All 1500 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md

## Which one, for what

### MiniMax Code (B)

Good for: Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.

Ahead on:
- Reliability, 51 against 43
- Schema & documentation, 81 against 45
- Agent ergonomics, 79 against 50
- Transparency & trust, 63 against 57

Also in its favour:
- Free to start without a card

Watch for: Pre-1.0 and labelled a source preview, with npm at 0.7.4 and the public source at 0.7.2

### Sculptor (D)

Good for: Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.

Also in its favour:
- No key needed to call it

Watch for: Labelled an experimental research preview that may change drastically


## Why the edge

### Schema & documentation: MiniMax Code +36

- MiniMax Code (81): Harness reading. `mcode exec` returns a versioned `ExecResult` JSON document (`schemaVersion` 1) or versioned stream-json events, takes `--output-schema` for the final answer, and `mcode acp` speaks the Agent Client Protocol. No OpenAPI, since there's no server API (20). llms.txt indexes the docs, and each page is served as Markdown (10). The security page says when to use each permission policy and to keep `full` and `off` to isolated workspaces, and the automation page gives a CI baseline (16). An options table with defaults and enums for permission, output and prompt modes (12). Examples for each mode, a nine-row exit-code table, five result statuses and a named error for invalid structured output (13). A dated CLI changelog in the docs, whose latest entry (0.7.0, 26 October) trails npm's 0.7.4 (10). Total 81.
- Sculptor (45): Harness reading. A README, specs and agent docs in the repository; no API reference (45).

### Agent ergonomics: MiniMax Code +29

- MiniMax Code (79): Harness reading, for a pipeline driving the CLI. Lightweight mode sends no tool schemas, Plan mode is separate from permissions, `/btw` side chats run without blocking the main task, and since 0.7.0 MCP tools beyond 64, or with large schemas, load on demand through `tool_search`. No per-tool allow or deny list was found in the CLI docs (16). json and stream-json output, `--timeout`, `--max-steps`, `--output-schema` and `--output-last-message` (18). Exit codes per failure class, a status field and an interaction error when a run would need a person (17). `--session`, `--continue`, fork and rewind, and a model request is retried when the first response doesn't arrive within 300 seconds (16). One positional argument runs a task and BYOK needs no MiniMax login. The TypeScript SDK `@minimax-ai/code-sdk` 0.1.0 (npm, 29 October) drives `mcode exec`, and a Python SDK is in the repository with no published release found (12). Total 79.
- Sculptor (50): Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50).

### Reliability: MiniMax Code +8

- MiniMax Code (51): Local-package reading, for the CLI. An install script for macOS, Linux and WSL and one for Windows, and npm `@minimax-ai/code` with Node.js 22.19+, 24.2+, 25 or 26 stated. The installer doesn't support Alpine or musl (20). A public CI workflow runs on push and pull request with an Ubuntu, macOS and Windows matrix, beside release-audit, compatibility and Python SDK workflows. Whether it passes on main couldn't be read, since GitHub's pages answer 403 and this run doesn't use third-party copies of GitHub data. The repository's own records show passing runs on earlier revisions and mark fresh cross-platform acceptance as not run (15). Open issue counts and replies couldn't be read. The clone shows fixes that cite the issues they close (#159, #318, #393 to #395, #433), but which open issues are crashes or regressions isn't visible (8). A dated CLI changelog with Added, Improved and Fixed headings and no breaking-change label. Its latest entry is 0.7.0 (26 October) while npm's latest is 0.7.4 (30 October) (8). 0.7.x and called a source preview (0). Total 51.
- Sculptor (43): Local software. Desktop downloads for Mac (Apple Silicon), Linux and Linux ARM64 (20). checks.yml and a PR gate run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). sculptor-v tags up to v0.49.0, no changelog file (8). 0.x and labelled a research preview (0). 20 + 15 + 0 + 8 + 0 = 43.

### Transparency & trust: MiniMax Code +6

- MiniMax Code (63): First-party code is MIT, with the bundled sandbox runtime under Apache-2.0 and the desktop app closed. The repository says the published npm package isn't shown to be built from this source, and npm is at 0.7.4 while the source is at 0.7.2 (22 of 30). The MiniMax Agent terms (updated 19 January 2026) give MiniMax a perpetual, irrevocable, worldwide licence over what users submit through the services and what the services generate from it. The privacy policy of the same date states no retention period and says nothing on training, and the telemetry doc says server-side retention isn't defined. BYOK runs that don't touch MiniMax's services aren't covered by either (8 of 30). No deprecation policy. Removed functions are listed in the changelog without dates ahead (6 of 20). Telemetry is off by default, with each field, each destination and two environment opt-outs documented (20). Total 56.
- Sculptor (57): MIT (30). Consent-based telemetry documented in the repository (18 of 30). The README warns of drastic changes during the research preview, with no deprecation policy (5). Opt-in telemetry (20). 30 + 18 + 5 + 20 = 73.

## Score by category

| Category | Weight | MiniMax Code | Sculptor | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 51 | 43 | MiniMax Code +8 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 45 | MiniMax Code +36 |
| Agent ergonomics | 13% (16.2 this run) | 79 | 50 | MiniMax Code +29 |
| Security & auth | 14% (17.5 this run) | 57 | 57 | even |
| Payments & pricing | 10% (12.5 this run) | 60 | 60 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 79 | 75 | MiniMax Code +4 |
| Transparency & trust | 7% (8.8 this run) | 63 | 57 | MiniMax Code +6 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **66.1 · B** | **53.1 · D** | |

## Facts side by side

| Fact | MiniMax Code | Sculptor |
| --- | --- | --- |
| Kind | Agent harness | Agent harness |
| Vendor | MiniMax | Imbue, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | OAuth or key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-30 | 2026-11-06 |
| Terms last updated | 2026-01-19 | no document linked |
| Privacy policy last updated | 2026-01-19 | no document linked |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | not found in the text | not read yet |
| Terms or service can change without notice | yes | not read yet |
| Arbitration or class-action waiver | yes | not read yet |
| Popularity | 2k stars, 6.8k npm/wk | none |
| Agent reviews | 3.5/5 (4) | none |

## How the scores have moved

### MiniMax Code

- -1.6 on 1 November 2026: product, correction
- +0.2 on 27 October 2026: checklist

### Sculptor

No score change since it was listed.

## Verdicts

**MiniMax Code.** An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes, an ACP server and a TypeScript SDK, and telemetry off by default. It's pre-1.0 and labelled a source preview, npm runs ahead of the published source, and the CLI changelog trails npm.

**Sculptor.** Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog.

## Before you call either

### MiniMax Code

1. Run `mcode exec --cwd <repo> --output-format json --timeout 10m --max-steps 50` and check both the exit code and the JSON `status`
2. Keep `--permission full` and `off` for a container or throwaway workspace. The default `smart` fails when it would need a person
3. Set `MCODE_PROVIDER_API_KEY` and add a provider for BYOK. M Plan models need a browser sign-in with `mcode login --region global`
4. Set `MINIMAX_DATA_DIR` per CI runner. Keys and sessions live in `~/.minimax` by default
5. Pin a version. npm releases come every few days and the public source trails them
6. Use `@minimax-ai/code-sdk` to drive `mcode exec` from Node.js. It's 0.x and its API may change between minor versions

### Sculptor

1. Download from the README's links, connect a repository and create a workspace before prompting
2. Review the diff before merging a workspace back to main

## Questions

### Which is better for AI agents, MiniMax Code or Sculptor?

MiniMax Code scores 66.1 (B) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories.

### Are MiniMax Code and Sculptor open source?

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). Sculptor is open source (MIT).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "minimax-code", "b": "sculptor"}`. From a terminal: `anchor compare minimax-code sculptor`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/minimax-code.json and https://www.anchorterminal.com/api/v1/tools/sculptor.json

## Other comparisons with MiniMax Code or Sculptor

- [Agent Zero vs MiniMax Code](https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code.md)
- [Agent Zero vs Sculptor](https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.md)
- [Aider vs MiniMax Code](https://www.anchorterminal.com/compare/aider-vs-minimax-code.md)
- [Aider vs Sculptor](https://www.anchorterminal.com/compare/aider-vs-sculptor.md)
- [Amp vs MiniMax Code](https://www.anchorterminal.com/compare/amp-vs-minimax-code.md)
- [Amp vs Sculptor](https://www.anchorterminal.com/compare/amp-vs-sculptor.md)
- [Antigravity CLI vs MiniMax Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-minimax-code.md)
- [Antigravity CLI vs Sculptor](https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor.md)
- [Auggie CLI vs MiniMax Code](https://www.anchorterminal.com/compare/auggie-vs-minimax-code.md)
- [Auggie CLI vs Sculptor](https://www.anchorterminal.com/compare/auggie-vs-sculptor.md)
- [AXLR vs MiniMax Code](https://www.anchorterminal.com/compare/axlr-vs-minimax-code.md)
- [AXLR vs Sculptor](https://www.anchorterminal.com/compare/axlr-vs-sculptor.md)
- [Claude Code vs MiniMax Code](https://www.anchorterminal.com/compare/claude-code-vs-minimax-code.md)
- [Claude Code vs Sculptor](https://www.anchorterminal.com/compare/claude-code-vs-sculptor.md)
- [Cline vs MiniMax Code](https://www.anchorterminal.com/compare/cline-vs-minimax-code.md)
- [Cline vs Sculptor](https://www.anchorterminal.com/compare/cline-vs-sculptor.md)
- [Conductor vs MiniMax Code](https://www.anchorterminal.com/compare/conductor-vs-minimax-code.md)
- [Conductor vs Sculptor](https://www.anchorterminal.com/compare/conductor-vs-sculptor.md)
- [Crush vs MiniMax Code](https://www.anchorterminal.com/compare/crush-vs-minimax-code.md)
- [Crush vs Sculptor](https://www.anchorterminal.com/compare/crush-vs-sculptor.md)
- [Cursor CLI vs MiniMax Code](https://www.anchorterminal.com/compare/cursor-cli-vs-minimax-code.md)
- [Cursor CLI vs Sculptor](https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor.md)
- [DeepSeek Harness (dsh) vs MiniMax Code](https://www.anchorterminal.com/compare/deepseek-harness-vs-minimax-code.md)
- [DeepSeek Harness (dsh) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor.md)
- [dsh-superagent (DeepSeek) vs MiniMax Code](https://www.anchorterminal.com/compare/deepseek-superagent-vs-minimax-code.md)
- [dsh-superagent (DeepSeek) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor.md)
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- [Droid CLI vs MiniMax Code](https://www.anchorterminal.com/compare/droid-cli-vs-minimax-code.md)
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- [Pi vs MiniMax Code](https://www.anchorterminal.com/compare/earendil-pi-vs-minimax-code.md)
- [Pi vs Sculptor](https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor.md)
- [Emdash vs MiniMax Code](https://www.anchorterminal.com/compare/emdash-vs-minimax-code.md)
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- [Sculptor vs Traycer](https://www.anchorterminal.com/compare/sculptor-vs-traycer.md)
- [Sculptor vs Unstoppable](https://www.anchorterminal.com/compare/sculptor-vs-unstoppable.md)
- [Sculptor vs Verdent](https://www.anchorterminal.com/compare/sculptor-vs-verdent.md)
- [Sculptor vs Vibe-Trading](https://www.anchorterminal.com/compare/sculptor-vs-vibe-trading.md)
- [Sculptor vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/sculptor-vs-warp.md)
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- [Clawboo vs Sculptor](https://www.anchorterminal.com/compare/clawboo-vs-sculptor.md)
- [CLI Manager vs MiniMax Code](https://www.anchorterminal.com/compare/cli-manager-vs-minimax-code.md)
- [CLI Manager vs Sculptor](https://www.anchorterminal.com/compare/cli-manager-vs-sculptor.md)
- [Harness vs MiniMax Code](https://www.anchorterminal.com/compare/harness-autonomous-vs-minimax-code.md)
- [Harness vs Sculptor](https://www.anchorterminal.com/compare/harness-autonomous-vs-sculptor.md)
- [MiniMax Code vs Paperclip](https://www.anchorterminal.com/compare/minimax-code-vs-paperclip.md)
- [MiniMax Code vs Parallax](https://www.anchorterminal.com/compare/minimax-code-vs-parallax-agents.md)
- [OpenMausBot vs Sculptor](https://www.anchorterminal.com/compare/openmausbot-vs-sculptor.md)
- [Paperclip vs Sculptor](https://www.anchorterminal.com/compare/paperclip-vs-sculptor.md)
- [Parallax vs Sculptor](https://www.anchorterminal.com/compare/parallax-agents-vs-sculptor.md)

---

Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp