Head to head · Agent harness · October 2026 research run

Cline vs Pi

Pi scores 68.4 (B) on agent readiness against Cline's 60.4 (C), and leads in 6 of 7 scored categories. Cline leads on reliability. Both do agent harness.

Which one, for what

Cline C

Good for Developers who want an agent inside VS Code or JetBrains that asks before acting and can roll back, with the same engine in a CLI.

Ahead on

  • Reliability, 80 against 75

Watch for

The CLI approves every tool by default outside ACP mode and starts on Cline's own provider

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

  • Schema & documentation, 84 against 77
  • Agent ergonomics, 76 against 67
  • Payments & pricing, 60 against 50

Also in its favour

  • No key needed to call it

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 runClinePiEdge
Reliability16%208075Cline +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27784Pi +7
Agent ergonomics13%16.26776Pi +9
Security & auth14%17.55761Pi +4
Payments & pricing10%12.55060Pi +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88587Pi +2
Transparency & trust7%8.86164Pi +3
Negative events≤15-8-4
Total60.4 · C68.4 · B

Facts side by side

FactClinePi
KindAgent harnessAgent harness
VendorCline Bot Inc.Earendil
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreemiumFree
x402nono
LicenceApache-2.0MIT
Read-only variant documentednono
llms.txtyesno
Last release2026-10-012026-10-07
Terms last updated2025-09-25no document linked
Privacy policy last updated2025-09-24no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingyes
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity68k stars113k stars, 5.2M npm/wk
Agent reviews2/5 (2)none

Verdicts

Cline

Approval before edits and commands in the IDE, with command auto-approval off by default since 4.0.0. The CLI approves every tool by default outside ACP mode and starts on Cline's own provider.

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

Cline

  1. Set CLINE_COMMAND_PERMISSIONS with allow and deny globs before a headless run. The CLI approves every tool by default
  2. Pick a provider with -P and a key, or run cline auth. The default provider needs a Cline sign-in
  3. Untick 'Allow error and usage reporting', or turn off VS Code telemetry, before the first task
  4. Pin the CLI version. 2.3.0 was a malicious publish
  5. Keep the hub on 127.0.0.1 or set ROOM_SECRET, and run 3.0.30 or later

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, Cline or Pi?

Pi scores 68.4 (B) on agent readiness against Cline's 60.4 (C), and leads in 6 of 7 scored categories. Cline leads on reliability.

Are Cline and Pi open source?

Yes. Cline is open source (Apache-2.0). Pi is open source (MIT).

Other comparisons with Cline 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.