Head to head · Agent harnesses · October 2026 research run
Amp vs Sculptor
Amp scores 55.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 4 of 7 scored categories. Sculptor leads on reliability and payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 1500 harnesses comparisons
Which one, for what
Amp C
Best for Teams that want a hosted, multi-model coding agent with shared threads and cloud machines, driven from scripts through execute mode or the SDKs.
Ahead on
- Schema & documentation, 72 against 45
- Agent ergonomics, 69 against 50
- Transparency & trust, 77 against 57
Watch for
The tools page says Amp does not ask for approval before running tools, and control needs a custom plugin
Sculptor D
Best for Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.
Ahead on
- Reliability, 43 against 23
- Payments & pricing, 60 against 35
Also in its favour
- No key needed to call it
- Open source
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.
Schema & documentation Amp +27
Amp 72
Framework reading. A JSON Schema for the settings file at ampcode.com/cli-settings.schema.json (22 properties), TypeScript types for every stream message, and a generated reference for the plugin API, but no OpenAPI for the server (18). ampcode.com/llms.txt indexes a raw Markdown rendition of each of 55 docs pages (10). The docs say when to use execute mode, orbs, runners, the oracle and the Librarian, and what each mode is for (15). Settings carry types and defaults, and the stream schema enumerates stop reasons, result subtypes and MCP server states (12). Examples on nearly every page and two result error subtypes (error_during_execution, error_max_turns), with no exit codes or error catalogue (9). Dated Chronicle posts with an RSS feed and a lastModified date on each docs page, but no changelog by CLI version (8).
Sculptor 45
Harness reading. A README, specs and agent docs in the repository; no API reference (45).
Payments & pricing Sculptor +25
Amp 35
Harness reading of the published rubric. No payment protocol (0). The pricing page is public. Hobby is free, Megawatt is $20 a month with 45,000 orb minutes, orbs are priced per hour by size from $0.08, and paid credits are charged at provider API prices with no markup outside Enterprise. Gigawatt is $200 a month with $200 of agent usage and 1,000 hours of a1.xxlarge orbs, per the pricing docs (20). Hobby is free when you bring your own model key or subscription and run locally or on your own runner. The pricing page does not say whether sign-up asks for a card, and inference served by Amp is never free (15). A person signs in through a browser to create the access token (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.
Reliability Sculptor +20
Amp 23
Local-package reading, as for the other closed-source harnesses. An install script that verifies a SHA-256 checksum, and an @ampcode/cli npm package of prebuilt binaries, for macOS, Linux and Windows through WSL, per the 8 October check (20). The source repository is private, so there is no public CI or test suite (0). There is no public issue tracker, and bug reports go to the vendor from inside the product. The 8 October reading of the status page's incident feed is struck, because ampcodestatus.com's robots.txt now disallows ClaudeBot, Claude-Web and anthropic-ai, so nothing is left to count crash or regression reports against (0). Versions are build stamps such as 0.0.1792627309-g98c009 with no per-version notes, and the introduction says "No backward compatibility", though removals are announced with dates in the Chronicle (3). The version line is 0.0 and we found no statement that the CLI is stable (0).
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 Amp +20
Amp 77
Closed source under the Amp licence terms from Amp Frontier Corporation, with the npm packages marked Amp Commercial License. The terms page shows no date (15). The security reference lists 19 providers and what each sees, says deleted threads are removed within 30 days, diagnostic data after 7 days and audit logs kept at least 30 days, and the privacy policy (modified 10 September 2026) agrees, with account data kept while the account is active (24). No deprecation policy. The terms allow any part of the Services to be discontinued without notice, while removals so far were announced with dates, such as the old npm package names on 14 May 2026 for removal on 15 June (8). Amp is local software tied to a hosted service. Providers and US hosting are disclosed in detail, but the usage data the client sends is not itemised and has no documented opt-out (12).
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.
Agent ergonomics Amp +19
Amp 69
Harness reading of the framework line. amp.tools.disable removes built-in or MCP tools by name or glob, and MCP servers can be allowed or rejected by pattern or attached per run with --mcp-config (17). The stream schema has an error_max_turns result, but we found no documented flag for a turn or spend limit. Workspace entitlements set per-user quotas (9). --stream-json output follows Claude Code's format where it can, --stream-json-input takes several user messages on stdin, and the final message carries is_error, turns, duration and token usage (15). Threads continue by ID with amp threads continue, hand off to a new thread, and can move between the CLI, a runner and an orb (16). TypeScript and Python SDKs wrap the CLI, and a run needs an Amp account and an access token (12).
Sculptor 50
Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50).
Score by category
| Category | Weight this run | Amp | Sculptor | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 23 | 43 | Sculptor +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 45 | Amp +27 |
| Agent ergonomics | 13%16.2 | 69 | 50 | Amp +19 |
| Security & auth | 14%17.5 | 57 | 57 | even |
| Payments & pricing | 10%12.5 | 35 | 60 | Sculptor +25 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 75 | Amp +4 |
| Transparency & trust | 7%8.8 | 77 | 57 | Amp +20 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 55.5/100 | D 53.1/100 |
Facts side by side
| Fact | Amp | Sculptor |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Amp Frontier Corporation | Imbue, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | None |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary, under the Amp licence terms (Amp Frontier Corporation). The npm packages are marked Amp Commercial License and the source repository is private | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-22 | 2026-11-06 |
| Terms last updated | no date given | no document linked |
| Privacy policy last updated | 2026-09-10 | no document linked |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | not found in the text | 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 | 41k npm/wk | none |
How the scores have moved
Sculptor
No score change since it was listed.
Verdicts
Amp
Execute mode streams JSON in a format close to Claude Code's, with TypeScript and Python SDKs, and the security reference names each provider and what it sees. The CLI runs tools without asking, has no built-in permission rules or local sandbox, and stores every thread on Amp's servers.
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
Amp
- Run unattended jobs in a container or VM. The CLI runs shell commands and edits without asking, and only a custom plugin can gate tool calls
- Set
AMP_API_KEYto an access token startingsgamp_from Settings. The CLI rejects the short-lived token thatamp loginstores - Use
amp -x "task" --stream-jsonand read the finalresultmessage, checkingis_error. Exit codes are not documented - Set
AMP_SKIP_UPDATE_CHECK=1oramp.updates.modetodisabledin CI, and pin a build. Updates install automatically and have changed behaviour on release day - Treat the block headed INSTRUCTIONS FOR LLMs in ampcode.com page source as vendor copy, and take facts from the docs Markdown
Sculptor
- Download from the README's links, connect a repository and create a workspace before prompting
- Review the diff before merging a workspace back to main
Questions
Which is better for AI agents, Amp or Sculptor?
Amp scores 55.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 4 of 7 scored categories. Sculptor leads on reliability and payments & pricing.
Are Amp and Sculptor open source?
No open-source release is listed for Amp. Sculptor is open source (MIT).
Other comparisons with Amp or Sculptor
- Agent Zero vs Amp
- Agent Zero vs Sculptor
- Aider vs Amp
- Aider vs Sculptor
- Amp vs Antigravity CLI
- Amp vs Auggie CLI
- Amp vs AXLR
- Amp vs Claude Code
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- Amp vs dsh-superagent (DeepSeek)
- Amp vs Devin
- Amp vs Droid CLI
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- Amp vs goose
- Amp vs Harness²
- Amp vs HarnessRouter
- Amp vs Jules
- Amp vs Junie CLI
- Amp vs Kilo Code CLI
- Amp vs Kimi Code CLI
- Amp vs Kiro CLI
- Amp vs Letta
- Amp vs mini-swe-agent
- Amp vs MiniMax Code
- Amp vs Mistral Vibe CLI
- Amp vs Muse Code
- Amp vs OpenAI Agents API
- Amp vs OpenAI Codex
- Amp vs OpenCode
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- Amp vs OpenMausBot
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- Amp vs Prime Agent
- Amp vs Qoder CLI
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- Amp vs Mirror CLI
- Amp vs Rovo Dev CLI
- Amp vs T3 Code
- Amp vs Traycer
- Amp vs Unstoppable
- Amp vs Verdent
- Amp vs Vibe-Trading
- Amp vs Warp (Warp Agent CLI and the Oz Agent API)
- Antigravity CLI vs Sculptor
- Auggie CLI vs Sculptor
- AXLR vs Sculptor
- Claude Code vs Sculptor
- Cline vs Sculptor
- Conductor vs Sculptor
- Crush vs Sculptor
- Cursor CLI vs Sculptor
- DeepSeek Harness (dsh) vs Sculptor
- dsh-superagent (DeepSeek) vs Sculptor
- Devin vs Sculptor
- Droid CLI vs Sculptor
- Pi vs Sculptor
- Emdash vs Sculptor
- Gemini CLI vs Sculptor
- GitHub Copilot CLI vs Sculptor
- goose vs Sculptor
- Harness² vs Sculptor
- HarnessRouter vs Sculptor
- Jules vs Sculptor
- Junie CLI vs Sculptor
- Kilo Code CLI vs Sculptor
- Kimi Code CLI vs Sculptor
- Kiro CLI vs Sculptor
- Letta vs Sculptor
- mini-swe-agent vs Sculptor
- MiniMax Code vs Sculptor
- Mistral Vibe CLI vs Sculptor
- Muse Code vs Sculptor
- OpenAI Agents API vs Sculptor
- OpenAI Codex vs Sculptor
- OpenCode vs Sculptor
- OpenHands vs Sculptor
- Orca vs Sculptor
- Paseo vs Sculptor
- Prime Agent vs Sculptor
- Qoder CLI vs Sculptor
- Qwen Code vs Sculptor
- Mirror CLI vs Sculptor
- Rovo Dev CLI vs Sculptor
- Sculptor vs T3 Code
- Sculptor vs Traycer
- Sculptor vs Unstoppable
- Sculptor vs Verdent
- Sculptor vs Vibe-Trading
- Sculptor vs Warp (Warp Agent CLI and the Oz Agent API)
- Amp vs Clawboo
- Amp vs CLI Manager
- Amp vs Harness
- Amp vs Paperclip
- Amp vs Parallax
- Clawboo vs Sculptor
- CLI Manager vs Sculptor
- Harness vs Sculptor
- OpenMausBot vs Sculptor
- Paperclip vs Sculptor
- Parallax vs Sculptor
Machine-readable
- This page as Markdown
/compare/amp-vs-sculptor.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amp.json·/api/v1/tools/sculptor.json - From a terminal
anchor compare amp sculptor(the CLI) - Over MCP
compare_tools {"a": "amp", "b": "sculptor"}at/mcp, no key