Head to head · Agent harness · October 2026 research run

Amp vs Pi

Pi scores 68.4 (B) on agent readiness against Amp's 57.1 (C), and leads in 6 of 7 scored categories. Amp leads on transparency & trust. Both do agent harness.

Which one, for what

Amp C

Good 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

  • Transparency & trust, 77 against 64

Also in its favour

  • No incidents deducted, where Pi loses 4 points for them

Watch for

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

Pi B

Good for Developers and pipelines that want a small, scriptable coding agent they can extend in TypeScript and drive over JSONL or RPC, inside their own container.

Ahead on

  • Reliability, 75 against 31
  • Schema & documentation, 84 against 72
  • Agent ergonomics, 76 against 69
  • Payments & pricing, 60 against 35
  • Maintenance & community, 87 against 79

Also in its favour

  • No key needed to call it
  • Free to start without a card
  • Open source

Watch for

No permission system or sandbox. Tool calls run with the user's rights and without an approval prompt

Score by category

CategoryWeight this runAmpPiEdge
Reliability16%203175Pi +44
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27284Pi +12
Agent ergonomics13%16.26976Pi +7
Security & auth14%17.55761Pi +4
Payments & pricing10%12.53560Pi +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87987Pi +8
Transparency & trust7%8.87764Amp +13
Negative events≤150-4
Total57.1 · C68.4 · B

Facts side by side

FactAmpPi
KindAgent harnessAgent harness
VendorAmp Frontier CorporationEarendil
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
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.txtyesno
Last release2026-10-082026-10-07
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/wk113k stars, 5.2M npm/wk

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.

Pi

Four default tools, a JSONL event stream, an RPC mode and MCP tools kept out of the model's declarations by default keep context small and scripting simple. Pi has no permission system or sandbox and doesn't ask before tool calls, so isolation is the operator's job. Version 1.0.0 is dated 1 October 2026.

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

Pi

  1. Run Pi inside a container or VM for unattended work. It has no sandbox and doesn't ask before running shell commands
  2. Use pi --mode json and wait for agent_settled. A failed response doesn't set a nonzero exit code in JSON mode
  3. Split the JSONL stream on LF only. Node's readline also splits on U+2028 and U+2029, which are valid inside JSON strings
  4. Pass --no-approve or --approve in scripts to make the project trust decision explicit
  5. Set PI_TELEMETRY=0 and PI_SKIP_VERSION_CHECK=1, or PI_OFFLINE=1, to stop the default requests to pi.dev

Questions

Which is better for AI agents, Amp or Pi?

Pi scores 68.4 (B) on agent readiness against Amp's 57.1 (C), and leads in 6 of 7 scored categories. Amp leads on transparency & trust.

Are Amp and Pi open source?

No open-source release is listed for Amp. Pi is open source (MIT).

Other comparisons with Amp or Pi

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.