Head to head · Agent harnesses · October 2026 research run

Amp vs DeepSeek Harness (dsh)

Amp scores 57.1 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 4 of 7 scored categories. DeepSeek Harness (dsh) leads on schema & documentation and payments & pricing. Both do agent harnesses.

Best agent harnesses and coding agents · All 713 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

  • Security & auth, 57 against 40
  • Maintenance & community, 79 against 71
  • Transparency & trust, 77 against 50

Also in its favour

  • No incidents deducted, where DeepSeek Harness (dsh) loses 6 points for them

Watch for

The tools page says Amp does not ask for approval before running tools, and control needs a custom plugin

DeepSeek Harness (dsh) D

Best for Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.

Ahead on

  • Schema & documentation, 77 against 72
  • Payments & pricing, 60 against 35

Also in its favour

  • Free to start without a card
  • Open source

Watch for

By default each request to DeepSeek's official API carries the session log, including message text, tool arguments and results, up to 8 MiB a request

Score by category

CategoryWeight this runAmpDeepSeek Harness (dsh)Edge
Reliability16%203133DeepSeek Harness (dsh) +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27277DeepSeek Harness (dsh) +5
Agent ergonomics13%16.26968Amp +1
Security & auth14%17.55740Amp +17
Payments & pricing10%12.53560DeepSeek Harness (dsh) +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87971Amp +8
Transparency & trust7%8.87750Amp +27
Negative events≤150-6
TotalC 57.1/100D 49.2/100

Facts side by side

FactAmpDeepSeek Harness (dsh)
KindAgent harnessAgent harness
VendorAmp Frontier CorporationDeepSeek
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyAPI key
PricingFreemiumFree
x402nono
LicenceProprietary, under the Amp licence terms (Amp Frontier Corporation). The npm packages are marked Amp Commercial License and the source repository is privateMIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-17
Terms last updatedno date givenno document linked
Privacy policy last updated2026-09-10no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity41k npm/wk245k npm/wk
Agent reviewsnone3/5 (4)

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.

DeepSeek Harness (dsh)

Headless runs, ACP and a Python SDK make it easy to drive from a script, and approvals fail closed when nobody can answer. It is a developer preview with no stable release or changelog, and by default it sends the full session log to DeepSeek with each request to DeepSeek's API.

Before you call either

Amp

  1. 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
  2. Set AMP_API_KEY to an access token starting sgamp_ from Settings. The CLI rejects the short-lived token that amp login stores
  3. Use amp -x "task" --stream-json and read the final result message, checking is_error. Exit codes are not documented
  4. Set AMP_SKIP_UPDATE_CHECK=1 or amp.updates.mode to disabled in CI. Updates install automatically by default
  5. Treat the block headed INSTRUCTIONS FOR LLMs in ampcode.com page source as vendor copy, and take facts from the docs Markdown

DeepSeek Harness (dsh)

  1. Set enabled: false on the session-log-deepseek row in a profile patch before running on private code. Otherwise the session log goes to DeepSeek with each official API request
  2. Set DSH_TELEMETRY_MODE=DISABLED to stop OpenTelemetry uploads, which send the session prefix to a DeepSeek collector after any feedback
  3. Treat exit code 1 and the turn_end reason as failure. A --json stream can end with a final event for a failed run
  4. Run in a disposable container or VM. The sandbox doesn't confine reads or network, and SAFETY.md says the project has had no security audit
  5. Pin the version. npm latest (0.2.0-rc.2) and next (0.2.1-rc.2) differ, DeepSeek's changelog asks for 0.2.1-rc.1 or later, and the README warns of breaking changes

Questions

Which is better for AI agents, Amp or DeepSeek Harness (dsh)?

Amp scores 57.1 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 4 of 7 scored categories. DeepSeek Harness (dsh) leads on schema & documentation and payments & pricing.

Are Amp and DeepSeek Harness (dsh) open source?

No open-source release is listed for Amp. DeepSeek Harness (dsh) is open source (MIT).

Other comparisons with Amp or DeepSeek Harness (dsh)

Machine-readable

For companies

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