Head to head · Agent harnesses · October 2026 research run

Droid CLI vs Sculptor

Droid CLI scores 57.2 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 6 of 7 scored categories. Sculptor leads on payments & pricing. Both do agent harnesses.

Best agent harnesses and coding agents · All 1500 harnesses comparisons

Which one, for what

Droid CLI C

Best for Teams that want a terminal coding agent with tiered autonomy, command rules and an optional sandbox, and that will pay for a Factory plan.

Ahead on

  • Reliability, 54 against 43
  • Schema & documentation, 79 against 45
  • Agent ergonomics, 72 against 50
  • Security & auth, 63 against 57
  • Transparency & trust, 65 against 57

Watch for

No free tier or trial was found. Plans start at $20 a month and included usage is stated only as rolling rate limits without numbers

Sculptor D

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

Ahead on

  • Payments & pricing, 60 against 10

Also in its favour

  • No key needed to call it
  • Open source
  • No incidents deducted, where Droid CLI loses 3 points for them

Watch for

Labelled an experimental research preview that may change drastically

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Payments & pricing Sculptor +50

Droid CLI 10

Harness reading of the published rubric. This is paid, closed software tied to a subscription, so the self-hosted rule does not apply. No payment protocol (0). Plan prices are public, $20, $100 and $200 a month for individuals and $60 a team plus $40 a seat for Teams, but included usage is given only as rolling rate limits and multiples of Pro (10). No free tier or trial was found on the pricing pages. Using your own model key is free up to an allowance, but only on a paid plan (0). A person signs in through a browser to subscribe and to create the API key. The Service Accounts API can issue keys only inside an existing organisation (0).

Sculptor 60

Free self-hosted software with nothing to buy, so 0 for a protocol and 20 each for public pricing, a free tier and onboarding with no sign-up, 60.

Schema & documentation Droid CLI +34

Droid CLI 79

Framework reading. The docs index links an OpenAPI file for the Factory public API, which we did not open, and the headless mode has a documented JSON-RPC surface with named methods. droid exec --list-tools --output-format json and droid rules check --json give machine-readable output. We found no published schema for the settings file (15). docs.factory.com/llms.txt lists a Markdown copy of every page (10). The overview says when to use the CLI, and the autonomy table says what each level allows, blocks and suits (16). Autonomy levels, output formats, sandbox modes and MCP server fields are enumerated with types and defaults (12). Examples on every page read, exit codes 0, 1 and 2, and a JSON result with is_error and subtype, with no error catalogue (11). A changelog by CLI version with dates and an RSS feed, 236 entries back to 30 September 2025 (15).

Sculptor 45

Harness reading. A README, specs and agent docs in the repository; no API reference (45).

Agent ergonomics Droid CLI +22

Droid CLI 72

Harness reading of the framework line. --restrict-tools, --disabled-tools, --additional-tools and --list-tools control built-in tools per run, and disabledTools in mcp.json keeps named MCP tools out of context. We found nothing on deferred tool loading (18). Output is text, json, stream-json or stream-jsonrpc, and the JSON result carries turns and duration. The droid exec help lists no flag for a turn or spend limit (10). Exit codes 0, 1 and 2 are documented, and a run that exceeds its autonomy level stops with a non-zero code and no partial changes, per the docs (15). --session-id continues a session, --fork branches one, and --worktree isolates parallel runs (16). Headless runs are read-only without flags, and TypeScript and Python SDKs wrap the CLI. A run needs a paid Factory account and an API key (13).

Sculptor 50

Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50).

Reliability Droid CLI +11

Droid CLI 54

Local-package reading, as for the other closed-source harnesses. An install script that verifies a SHA-256 checksum, a PowerShell installer, a Homebrew cask and the droid npm package (Node 20 or later) with prebuilt binaries for Linux, macOS and Windows on x64 and arm64, per the 9 October check (20). The source is not published. The public repository holds documentation only, so there is no public CI or test suite for the CLI (0). Bugs are tracked in the open at Factory-AI/factory. On 9 October 2026 it had 33 open issues that are not pull requests, most with no reply, and three closed in the previous week with replies. Issues were not re-read on 4 November because GitHub's API refused our requests (10). Every release has a dated, versioned changelog entry and deprecations get their own section. The line moved from 0.251.0 to 1.0.0 on 29 October, with three minors since, so the version number has signalled breaking changes for only six days (9). CLI v1.0.0 was released on 29 October 2026 and v1.3.0 on 4 November (15). The 99 per cent availability target on factory.com/sla is not scored on this reading.

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 Droid CLI +8

Droid CLI 65

Closed source under terms from The San Francisco AI Factory, Inc., last updated 14 July 2026. The npm package is marked UNLICENSED and the Python SDK is Apache-2.0 (15). The Data Flows page says where code, prompts and telemetry go in each deployment pattern, and the privacy policy (20 August 2026) lists service providers with the place of processing and keeps personal data up to 10 years after last use. Retention of Factory's operational logs is left to the trust centre, which we could not read, and whether session transcripts are stored in Factory's cloud on individual plans was not established (17). The terms promise commercially reasonable efforts to give 60 days' notice of major changes, the changelog has Deprecations sections, and the old command lists are deprecated but still honoured. A model retirement appeared in the changelog on the day it took effect, 11 August 2026 (12). The telemetry reference documents each metric and what reaches Factory, and telemetry.granularity can strip user identity. Metrics to Factory are on by default, with no opt-out found outside an airgapped deployment (11).

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.

Security & auth Droid CLI +6

Droid CLI 63

Harness reading of the framework checklist, as for the other harnesses. 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. The agent loop runs locally and the docs say no copy of the repository is uploaded or indexed. Prompts and context go to the model endpoints. Usage metrics go to Factory's collector by default, with no opt-out in the pages read outside an airgapped deployment, and message content is never sent to it. The security page says code is not used as training data. Zero data retention is listed as a Business plan item. Headless runs use a long-lived fk- key (17). droid exec is read-only by default, autonomy has four levels, permission rules allow, ask or block commands, and an OS sandbox confines commands with Seatbelt or bubblewrap and a network proxy. The sandbox is off by default and --skip-permissions-unsafe skips every prompt (16). The sandbox page names prompt injection and states what the sandbox does not stop, MCP approvals are bound to the server's command or URL, and Droid Shield scans commits for secrets. The Agent Safety page was not read (9). An organisation audit log, OpenTelemetry export and session tags exist, with audit logging listed from the Business plan up (10). A disclosure address (security@factory.com), SOC 2 and ISO 42001 named on the security page, per the 9 October check, and Security sections in the changelog. No security.txt (404 on 4 November), no bug bounty and no published advisories were found, OSV holds nothing for droid, and the trust centre was not readable (11).

Sculptor 57

Harness reading. Product analytics, error reporting and session recording default to off in the user config, and the app asks for a telemetry level and privacy consent at first run; PostHog runs on the front end only for now (25 of 30). Each workspace is an isolated copy of the code (14 of 20). No prompt-injection guidance (5). No audit log (5). SECURITY.md (8). 25 + 14 + 5 + 5 + 8 = 57.

Score by category

CategoryWeight this runDroid CLISculptorEdge
Reliability16%205443Droid CLI +11
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27945Droid CLI +34
Agent ergonomics13%16.27250Droid CLI +22
Security & auth14%17.56357Droid CLI +6
Payments & pricing10%12.51060Sculptor +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87975Droid CLI +4
Transparency & trust7%8.86557Droid CLI +8
Negative events≤15-30
TotalC 57.2/100D 53.1/100

Facts side by side

FactDroid CLISculptor
KindAgent harnessAgent harness
VendorFactoryImbue, Inc.
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingPaidFree
x402nono
LicenceProprietary, under Factory's Terms and Conditions. The droid npm package is marked UNLICENSED and the public repository holds documentation only. The Python SDK is Apache-2.0MIT
Read-only variant documentedyesno
llms.txtyesno
Last release2026-11-042026-11-06
Terms last updated2026-07-14no document linked
Privacy policy last updated2026-08-20no document linked
Customer content may train modelsnot found in the textnot read yet
Terms restrict automated accessnot found in the textnot read yet
Terms restrict benchmarkingyesnot read yet
Terms or service can change without noticenot found in the textnot read yet
Arbitration or class-action waiveryesnot read yet
Popularity49 stars, 7.8k npm/wknone

How the scores have moved

Verdicts

Droid CLI

droid exec is read-only unless --auto raises the autonomy level, with command rules, an optional kernel-enforced sandbox, JSON output and documented exit codes. No free tier, status page or security.txt was found, the source is closed, usage metrics go to Factory by default, and security fixes ship in release notes without advisories.

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

Droid CLI

  1. Set FACTORY_API_KEY (starts fk-) from the API keys page in Factory settings for headless runs. Interactive use signs in through a browser
  2. Start with droid exec and no flags for analysis. Add --auto low for edits and --auto medium for installs, tests and local commits
  3. Use --output-format json and read is_error, num_turns and session_id. Treat a non-zero exit code as failure
  4. Set sandbox.enabled to true before running on untrusted code. In droid exec a sandbox violation is denied without a prompt
  5. Pin the version in CI with npm install -g droid@<version>, or set FACTORY_DROID_AUTO_UPDATE_ENABLED=false on standalone installs, which update themselves. Read each release's Security section before upgrading

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, Droid CLI or Sculptor?

Droid CLI scores 57.2 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 6 of 7 scored categories. Sculptor leads on payments & pricing.

Are Droid CLI and Sculptor open source?

No open-source release is listed for Droid CLI. Sculptor is open source (MIT).

Other comparisons with Droid CLI or Sculptor

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.