Head to head · Agent harnesses · October 2026 research run
Amp vs dsh-superagent (DeepSeek)
Amp scores 57.1 (C) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 6 of 7 scored categories. dsh-superagent (DeepSeek) leads on payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 955 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
- Reliability, 31 against 15
- Schema & documentation, 72 against 61
- Security & auth, 57 against 33
- Maintenance & community, 79 against 34
- Transparency & trust, 77 against 52
Watch for
The tools page says Amp does not ask for approval before running tools, and control needs a custom plugin
Best for Teams on github.com that want a DeepSeek Harness agent to turn allowed people's issue requests into pull requests, run on an isolated machine or OS account.
Ahead on
- Payments & pricing, 40 against 35
Also in its favour
- Free to start without a card
- Open source
Watch for
Executor and main Sessions run with danger-full-access as the operator's OS user, and the docs say a worker can read the operator's home directory
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.
Maintenance & community Amp +45
Amp 79
@ampcode/cli 0.0.1791460855-g1f688c was published on 8 October 2026 (30). 678 versions on npm since 10 July 2026, several a day (20). No public tracker. Support is in-product bug reports, a Discord server, email and X, and the Chronicle had 16 dated posts in September 2026. Reply times aren't visible (10). @ampcode/sdk and amp-sdk on PyPI were both released on 18 September 2026 (15). No public CI, builds carry no notes, and the installer checks a checksum (4).
dsh-superagent (DeepSeek) 34
Published on 31 October 2026, within 30 days, read as the last published change since no tag or release was found (30). One publication, so not three releases in 90 days (0). Issues, pull requests and Discussions couldn't be read, and the README frames the code as a reference prototype adapted from an internal version (0). No official SDK or registry entry (0). Exact dependency pins and a lockfile, but no CI workflow found, and the docs pin DSH 0.2.1-rc.3 (23 October 2026) while npm latest is 0.2.1-rc.5 (29 October 2026) (4).
Transparency & trust Amp +25
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 feature 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).
dsh-superagent (DeepSeek) 52
MIT, Copyright (c) 2026 DeepSeek Harness Team (30). The prototype has no data statement of its own. DeepSeek Harness's privacy policy (last updated 20 September 2026) names Hangzhou DeepSeek Artificial Intelligence Co., Ltd., says session logs are collected with official model services and may be used to train models with a right to opt out, and says custom model services aren't stored server-side. It agrees with DSH's session-log README, but neither is referred to from the prototype (12). No deprecation policy. The README says the published code differs from DeepSeek's internal version, and docs/006 warns that database migrations are one-way (3). Telemetry and the session-log upload are disclosed with opt-outs in DSH's own reference pages, not in this repository (6).
Security & auth Amp +24
Amp 57
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. Every thread, with messages, code used as context and tool results, is stored on Amp's servers, and there is no local-only or self-hosted mode. Training on user data is off unless a user opts in, provider retention is limited under Minimal Data Retention, and secrets are redacted before they leave the client on a best-effort basis. The terms allow collection of usage data and we found no opt-out for the CLI (14). The tools page says Amp does not ask for approval before running tools, and points to a custom plugin for control. MCP servers defined in a project's settings need approval, amp.mcpPermissions allows or rejects servers and amp.tools.disable removes tools. The CLI has no sandbox. Orbs are separate cloud machines (6). The security reference has a prompt-injection section that describes layered measures, and the tools page warns about untrusted repositories and MCP servers (9). Threads keep prompts, tool calls and results as a record, a data API covers workspace analytics and threads, and authentication audit logs are for Enterprise workspaces (12). A security.txt that expires on 20 November 2026, a bug bounty with safe harbour, SOC 2 Type II and annual penetration tests per the vendor. No public advisories found (16).
dsh-superagent (DeepSeek) 33
Harness reading of the framework checklist, 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 superagent profile is created from DSH's Web template, and DSH documents that shipped profiles mount session-log-deepseek, enabled by default, which adds the session log to each official DeepSeek API request, up to 8 MiB. dsh-superagent's docs don't mention it, and its Sessions read issue, pull request and chat text and the repository. Setup and worker shells drop variables named KEY, PASSWORD, SECRET or TOKEN, and GH_TOKEN and GITHUB_TOKEN are removed from git (8). Both presets run danger-full-access without approval as the operator's OS user. docs/006 says the account wrappers don't isolate the process, a worker can run programs by path and read the operator's home directory, and recommends a dedicated OS account. The gate, observe default, blocked commands and no auto-merge as the agent account narrow what it does, not what it can do (6). docs/002 says messages, comments and quoted documents are inputs to a decision and can't change allowed lists, rules or Mandates, bots can never make explicit requests, and prompt edits don't change the gate. Workers with full access still read untrusted Thread text, and no further guidance on that was found (7). Decisions are recorded with reasons, Ticket details show the Trigger, Decision, scope and Policy version, the host records the prompt revisions each Session used, and every GitHub message starts with an automated-agent line by default (12). No SECURITY.md (404 at the root and in .github), no security.txt on www.deepseek.com (404), no bug bounty or advisory found. NVD has no record for the prototype. The CVEs against DSH itself are on the deepseek-harness listing (0).
Reliability Amp +16
Amp 31
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 (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 CLI needs Amp's servers for every thread, and the status page lists 25 incidents between 4 August and 6 October 2026, six marked critical, most resolved within two hours (8). Versions are build stamps such as 0.0.1791460855-g1f688c 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).
dsh-superagent (DeepSeek) 15
Local-package reading, since it runs as a DSH bundle on the operator's machine. Not published to npm (private: true in package.json, and the registry has no dsh-superagent). It installs from a git clone with pnpm install && pnpm build on top of @deepseek-ai/dsh@0.2.1-rc.3, with Node 22.19+ or 24+, git 2.32+, Python 3.8+, tmux and gh 2.48+ stated, so half credit (10). A vitest suite of about 25 spec files is listed in docs/007, and pnpm check runs the typecheck, tests and build. Two spec files were read on raw.githubusercontent.com. No CI workflow was found at five common paths under .github/workflows, and the directory couldn't be listed (5). Open issues couldn't be read, because github.com and api.github.com weren't reachable from our network. Unchecked, so scored absent (0). Version 0.1.0 with no tag, release or changelog found, so no semver record (0). A research prototype, not stable (0).
Schema & documentation Amp +11
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).
dsh-superagent (DeepSeek) 61
Framework reading, as for deepseek-harness. No OpenAPI or JSON Schema is published. docs/006 documents the Management API's routes, fields, block shapes and refusals in tables, and the code validates settings with zod (12). Markdown docs in the repository, readable raw, and a SETUP.md written for a coding agent. No llms.txt (5). Nine numbered documents read in order, each stating purpose, limits and what not to do, such as never rerunning the profile-creation command for an upgrade (17). Closed sets for accept mode (off, observe, auto), admission cells, Source states, health states and listen (12). A worked curl example, refusals as 400, 404, 409 and 500 with issues, setup or code, a troubleshooting table and status exit codes 0 to 3 (13). package.json says 0.1.0 and pins an engines.dsh range, but no changelog or tags were found (2).
Payments & pricing dsh-superagent (DeepSeek) +5
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. The Gigawatt price sits behind a tab we couldn't read (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).
dsh-superagent (DeepSeek) 40
Self-hosted rule, as for the other open-source harnesses. No payment protocol (0). Free under MIT with nothing to buy (20). No card for the software (20). An agent can't get started alone, because the setup needs a person to create a dedicated GitHub user account, accept the repository invitation and run auth login for the wrappers, which SETUP.md lists as operator steps. 0, as the other harnesses that need an account were read (0). The model provider is a separate purchase.
Score by category
| Category | Weight this run | Amp | dsh-superagent (DeepSeek) | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 31 | 15 | Amp +16 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 61 | Amp +11 |
| Agent ergonomics | 13%16.2 | 69 | 67 | Amp +2 |
| Security & auth | 14%17.5 | 57 | 33 | Amp +24 |
| Payments & pricing | 10%12.5 | 35 | 40 | dsh-superagent (DeepSeek) +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 34 | Amp +45 |
| Transparency & trust | 7%8.8 | 77 | 52 | Amp +25 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.1/100 | E 42.1/100 |
Facts side by side
| Fact | Amp | dsh-superagent (DeepSeek) |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Amp Frontier Corporation | DeepSeek |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | Token |
| 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 | 2026-10-08 | 2026-10-31 |
| Terms last updated | no date given | no document linked |
| Privacy policy last updated | 2026-09-10 | 2026-09-20 |
| 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 |
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.
dsh-superagent (DeepSeek)
The authorization design is careful, with allowed lists, Mandates and a Policy enforced in code, proactive work only recorded by default and auto-merge off. Executors run every command without approval under the operator's OS user, and the README calls it a research prototype with no release, changelog or security policy.
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. Updates install automatically by default - Treat the block headed INSTRUCTIONS FOR LLMs in ampcode.com page source as vendor copy, and take facts from the docs Markdown
dsh-superagent (DeepSeek)
- Run it under a dedicated OS account holding only the agent's credentials. Executors run commands without approval and can read the operator's home directory
- Set
enabled: falseon thesession-log-deepseekrow of thesuperagentprofile before using DeepSeek's official API on private code - Keep the accept mode at
observeand the allowed list short until the recorded Decisions look right - Wait for
scripts/dsh-superagent statusto stop exiting 1 after any save that answersrestarting: truebefore the next request - Send
x-orchestrator-request: 1and a loopback Host to the Management API, and sendrevisionwith each PUT, since a stale one gets 409
Questions
Which is better for AI agents, Amp or dsh-superagent (DeepSeek)?
Amp scores 57.1 (C) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 6 of 7 scored categories. dsh-superagent (DeepSeek) leads on payments & pricing.
Are Amp and dsh-superagent (DeepSeek) open source?
No open-source release is listed for Amp. dsh-superagent (DeepSeek) is open source (MIT).
Other comparisons with Amp or dsh-superagent (DeepSeek)
- Agent Zero vs Amp
- Agent Zero vs dsh-superagent (DeepSeek)
- Aider vs Amp
- Aider vs dsh-superagent (DeepSeek)
- Amp vs Antigravity CLI
- Amp vs Auggie CLI
- Amp vs Claude Code
- Amp vs Cline
- Amp vs Crush
- Amp vs Cursor CLI
- Amp vs DeepSeek Harness (dsh)
- Amp vs Devin
- Amp vs Droid CLI
- Amp vs Pi
- Amp vs Gemini CLI
- Amp vs GitHub Copilot CLI
- 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 mini-swe-agent
- Amp vs MiniMax Code
- Amp vs Mistral Vibe CLI
- Amp vs Muse Code
- Amp vs OpenAI Codex
- Amp vs OpenCode
- Amp vs OpenHands
- Amp vs OpenMausBot
- Amp vs Prime Agent
- Amp vs Qoder CLI
- Amp vs Qwen Code
- Amp vs Mirror CLI
- Amp vs Rovo Dev CLI
- Amp vs Unstoppable
- Amp vs Vibe-Trading
- Amp vs Warp (Warp Agent CLI and the Oz Agent API)
- Antigravity CLI vs dsh-superagent (DeepSeek)
- Auggie CLI vs dsh-superagent (DeepSeek)
- Claude Code vs dsh-superagent (DeepSeek)
- Cline vs dsh-superagent (DeepSeek)
- Crush vs dsh-superagent (DeepSeek)
- Cursor CLI vs dsh-superagent (DeepSeek)
- DeepSeek Harness (dsh) vs dsh-superagent (DeepSeek)
- dsh-superagent (DeepSeek) vs Devin
- dsh-superagent (DeepSeek) vs Droid CLI
- dsh-superagent (DeepSeek) vs Pi
- dsh-superagent (DeepSeek) vs Gemini CLI
- dsh-superagent (DeepSeek) vs GitHub Copilot CLI
- dsh-superagent (DeepSeek) vs goose
- dsh-superagent (DeepSeek) vs Harness²
- dsh-superagent (DeepSeek) vs HarnessRouter
- dsh-superagent (DeepSeek) vs Jules
- dsh-superagent (DeepSeek) vs Junie CLI
- dsh-superagent (DeepSeek) vs Kilo Code CLI
- dsh-superagent (DeepSeek) vs Kimi Code CLI
- dsh-superagent (DeepSeek) vs Kiro CLI
- dsh-superagent (DeepSeek) vs mini-swe-agent
- dsh-superagent (DeepSeek) vs MiniMax Code
- dsh-superagent (DeepSeek) vs Mistral Vibe CLI
- dsh-superagent (DeepSeek) vs Muse Code
- dsh-superagent (DeepSeek) vs OpenAI Codex
- dsh-superagent (DeepSeek) vs OpenCode
- dsh-superagent (DeepSeek) vs OpenHands
- dsh-superagent (DeepSeek) vs OpenMausBot
- dsh-superagent (DeepSeek) vs Prime Agent
- dsh-superagent (DeepSeek) vs Qoder CLI
- dsh-superagent (DeepSeek) vs Qwen Code
- dsh-superagent (DeepSeek) vs Mirror CLI
- dsh-superagent (DeepSeek) vs Rovo Dev CLI
- dsh-superagent (DeepSeek) vs Unstoppable
- dsh-superagent (DeepSeek) vs Vibe-Trading
- dsh-superagent (DeepSeek) 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 dsh-superagent (DeepSeek)
- CLI Manager vs dsh-superagent (DeepSeek)
- dsh-superagent (DeepSeek) vs Harness
- dsh-superagent (DeepSeek) vs Paperclip
- dsh-superagent (DeepSeek) vs Parallax
Machine-readable
- This page as Markdown
/compare/amp-vs-deepseek-superagent.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amp.json·/api/v1/tools/deepseek-superagent.json - From a terminal
anchor compare amp deepseek-superagent(the CLI) - Over MCP
compare_tools {"a": "amp", "b": "deepseek-superagent"}at/mcp, no key