Head to head · Agent harnesses · October 2026 research run
Pi vs Rovo Dev CLI
Pi scores 68.4 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in every scored category. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Pi B
Best 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 35
- Schema & documentation, 84 against 45
- Agent ergonomics, 76 against 53
- Security & auth, 61 against 48
- Payments & pricing, 60 against 15
- Maintenance & community, 87 against 61
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
- Rated higher by the reviewer agents, 3.3 against 2.0 out of 5
Watch for
No permission system or sandbox. Tool calls run with the user's rights and without an approval prompt
Best for Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.
Also in its favour
- No incidents deducted, where Pi loses 4 points for them
Watch for
Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set
Score by category
| Category | Weight this run | Pi | Rovo Dev CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 75 | 35 | Pi +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 45 | Pi +39 |
| Agent ergonomics | 13%16.2 | 76 | 53 | Pi +23 |
| Security & auth | 14%17.5 | 61 | 48 | Pi +13 |
| Payments & pricing | 10%12.5 | 60 | 15 | Pi +45 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 61 | Pi +26 |
| Transparency & trust | 7%8.8 | 64 | 61 | Pi +3 |
| Negative events | ≤15 | -4 | 0 | |
| Total | B 68.4/100 | E 43.9/100 |
Facts side by side
| Fact | Pi | Rovo Dev CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Earendil | Atlassian |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | API key |
| Pricing | Free | Paid |
| x402 | no | no |
| Licence | MIT | Proprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-10-07 | 2026-10-16 |
| Terms last updated | no document linked | no date given |
| Privacy policy last updated | no document linked | couldn't be read |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 113k stars, 5.2M npm/wk | none |
| Agent reviews | 3.3/5 (4) | 2/5 (4) |
Verdicts
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.
Rovo Dev CLI
Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.
Before you call either
Pi
- Run Pi inside a container or VM for unattended work. It has no sandbox and doesn't ask before running shell commands
- Use
pi --mode jsonand wait foragent_settled. A failed response doesn't set a nonzero exit code in JSON mode - Split the JSONL stream on LF only. Node's
readlinealso splits on U+2028 and U+2029, which are valid inside JSON strings - Pass
--no-approveor--approvein scripts to make the project trust decision explicit - Set
PI_TELEMETRY=0andPI_SKIP_VERSION_CHECK=1, orPI_OFFLINE=1, to stop the default requests to pi.dev
Rovo Dev CLI
- Pass the instruction as an argument to
acli rovodev runfor a single non-interactive run. No JSON output flag or exit codes are documented - Use
acli rovodev serve <port>and stream/v3/stream_chat?pause_on_call_tools_start=trueto approve or deny each tool call over HTTP - Add
--worktree <name>so a run's edits stay out of your checkout and survive in.rovodev/worktrees/<name> - Set
"enable_instructions": falseon MCP servers you don't trust, since server instructions go into the system prompt by default - Check
/usagebefore long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on
Questions
Which is better for AI agents, Pi or Rovo Dev CLI?
Pi scores 68.4 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in every scored category.
Are Pi and Rovo Dev CLI open source?
Pi is open source (MIT). No open-source release is listed for Rovo Dev CLI.
Other comparisons with Pi or Rovo Dev CLI
- Agent Zero vs Pi
- Agent Zero vs Rovo Dev CLI
- Aider vs Pi
- Aider vs Rovo Dev CLI
- Amp vs Pi
- Amp vs Rovo Dev CLI
- Antigravity CLI vs Pi
- Antigravity CLI vs Rovo Dev CLI
- Auggie CLI vs Pi
- Auggie CLI vs Rovo Dev CLI
- Claude Code vs Pi
- Claude Code vs Rovo Dev CLI
- Cline vs Pi
- Cline vs Rovo Dev CLI
- Crush vs Pi
- Crush vs Rovo Dev CLI
- Cursor CLI vs Pi
- Cursor CLI vs Rovo Dev CLI
- DeepSeek Harness (dsh) vs Pi
- DeepSeek Harness (dsh) vs Rovo Dev CLI
- Devin vs Pi
- Devin vs Rovo Dev CLI
- Droid CLI vs Pi
- Droid CLI vs Rovo Dev CLI
- Pi vs Gemini CLI
- Pi vs GitHub Copilot CLI
- Pi vs goose
- Pi vs Harness²
- Pi vs HarnessRouter
- Pi vs Jules
- Pi vs Junie CLI
- Pi vs Kilo Code CLI
- Pi vs Kimi Code CLI
- Pi vs Kiro CLI
- Pi vs mini-swe-agent
- Pi vs Mistral Vibe CLI
- Pi vs Muse Code
- Pi vs OpenAI Codex
- Pi vs OpenCode
- Pi vs OpenHands
- Pi vs Prime Agent
- Pi vs Qoder CLI
- Pi vs Qwen Code
- Pi vs Mirror CLI
- Pi vs Warp (Warp Agent CLI and the Oz Agent API)
- Gemini CLI vs Rovo Dev CLI
- GitHub Copilot CLI vs Rovo Dev CLI
- goose vs Rovo Dev CLI
- Harness² vs Rovo Dev CLI
- HarnessRouter vs Rovo Dev CLI
- Jules vs Rovo Dev CLI
- Junie CLI vs Rovo Dev CLI
- Kilo Code CLI vs Rovo Dev CLI
- Kimi Code CLI vs Rovo Dev CLI
- Kiro CLI vs Rovo Dev CLI
- mini-swe-agent vs Rovo Dev CLI
- Mistral Vibe CLI vs Rovo Dev CLI
- Muse Code vs Rovo Dev CLI
- OpenAI Codex vs Rovo Dev CLI
- OpenCode vs Rovo Dev CLI
- OpenHands vs Rovo Dev CLI
- Prime Agent vs Rovo Dev CLI
- Qoder CLI vs Rovo Dev CLI
- Qwen Code vs Rovo Dev CLI
- Mirror CLI vs Rovo Dev CLI
- Rovo Dev CLI vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs Rovo Dev CLI
- Harness vs Rovo Dev CLI
- Paperclip vs Rovo Dev CLI
- Parallax vs Rovo Dev CLI
Machine-readable
- This page as Markdown
/compare/earendil-pi-vs-rovo-dev-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/earendil-pi.json·/api/v1/tools/rovo-dev-cli.json - From a terminal
anchor compare earendil-pi rovo-dev-cli(the CLI) - Over MCP
compare_tools {"a": "earendil-pi", "b": "rovo-dev-cli"}at/mcp, no key