Head to head · Agent harnesses · October 2026 research run

Droid CLI vs Pi

Pi scores 68.4 (B) on agent readiness against Droid CLI's 59.1 (C), and leads in 5 of 7 scored categories. Both do agent harnesses.

Best agent harnesses and coding agents · All 167 harnesses comparisons

Which one, for what

Droid CLI C

Good 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.

Also in its favour

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

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

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 49
  • Schema & documentation, 84 against 79
  • Payments & pricing, 60 against 10
  • 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 runDroid CLIPiEdge
Reliability16%204975Pi +26
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27984Pi +5
Agent ergonomics13%16.27276Pi +4
Security & auth14%17.56361Droid CLI +2
Payments & pricing10%12.51060Pi +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87987Pi +8
Transparency & trust7%8.86464even
Negative events≤150-4
Total59.1 · C68.4 · B

Facts side by side

FactDroid CLIPi
KindAgent harnessAgent harness
VendorFactoryEarendil
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 release2026-10-082026-10-07
Terms last updated2026-07-14no document linked
Privacy policy last updated2026-08-20no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity49 stars, 7.8k npm/wk113k stars, 5.2M npm/wk

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, and usage metrics go to Factory by default.

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

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

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, Droid CLI or Pi?

Pi scores 68.4 (B) on agent readiness against Droid CLI's 59.1 (C), and leads in 5 of 7 scored categories.

Are Droid CLI and Pi open source?

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

Other comparisons with Droid CLI or Pi

Machine-readable

For companies

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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.