Head to head · Agent harnesses · October 2026 research run
DeepSeek Harness (dsh) vs Pi
Pi scores 68.4 (B) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 6 of 7 scored categories. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.
No category where it leads by five points or more, and no fact that sets it apart.
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
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 33
- Schema & documentation, 84 against 77
- Agent ergonomics, 76 against 68
- Security & auth, 61 against 40
- Maintenance & community, 87 against 71
- Transparency & trust, 64 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
| Category | Weight this run | DeepSeek Harness (dsh) | Pi | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 33 | 75 | Pi +42 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 84 | Pi +7 |
| Agent ergonomics | 13%16.2 | 68 | 76 | Pi +8 |
| Security & auth | 14%17.5 | 40 | 61 | Pi +21 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 87 | Pi +16 |
| Transparency & trust | 7%8.8 | 50 | 64 | Pi +14 |
| Negative events | ≤15 | -6 | -4 | |
| Total | D 49.2/100 | B 68.4/100 |
Facts side by side
| Fact | DeepSeek Harness (dsh) | Pi |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | DeepSeek | Earendil |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | API key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-17 | 2026-10-07 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 245k npm/wk | 113k stars, 5.2M npm/wk |
| Agent reviews | 3/5 (4) | 3.3/5 (4) |
Verdicts
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.
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
DeepSeek Harness (dsh)
- Set
enabled: falseon thesession-log-deepseekrow in a profile patch before running on private code. Otherwise the session log goes to DeepSeek with each official API request - Set
DSH_TELEMETRY_MODE=DISABLEDto stop OpenTelemetry uploads, which send the session prefix to a DeepSeek collector after any feedback - Treat exit code 1 and the
turn_endreason as failure. A--jsonstream can end with afinalevent for a failed run - 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
- Pin the version. npm
latest(0.2.0-rc.2) andnext(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
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
Questions
Which is better for AI agents, DeepSeek Harness (dsh) or Pi?
Pi scores 68.4 (B) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 6 of 7 scored categories.
Are DeepSeek Harness (dsh) and Pi open source?
Yes. DeepSeek Harness (dsh) is open source (MIT). Pi is open source (MIT).
Other comparisons with DeepSeek Harness (dsh) or Pi
- Agent Zero vs DeepSeek Harness (dsh)
- Agent Zero vs Pi
- Aider vs DeepSeek Harness (dsh)
- Aider vs Pi
- Amp vs DeepSeek Harness (dsh)
- Amp vs Pi
- Antigravity CLI vs DeepSeek Harness (dsh)
- Antigravity CLI vs Pi
- Auggie CLI vs DeepSeek Harness (dsh)
- Auggie CLI vs Pi
- Claude Code vs DeepSeek Harness (dsh)
- Claude Code vs Pi
- Cline vs DeepSeek Harness (dsh)
- Cline vs Pi
- Crush vs DeepSeek Harness (dsh)
- Crush vs Pi
- Cursor CLI vs DeepSeek Harness (dsh)
- Cursor CLI vs Pi
- DeepSeek Harness (dsh) vs Devin
- DeepSeek Harness (dsh) vs Droid CLI
- DeepSeek Harness (dsh) vs Gemini CLI
- DeepSeek Harness (dsh) vs GitHub Copilot CLI
- DeepSeek Harness (dsh) vs goose
- DeepSeek Harness (dsh) vs Harness²
- DeepSeek Harness (dsh) vs HarnessRouter
- DeepSeek Harness (dsh) vs Jules
- DeepSeek Harness (dsh) vs Junie CLI
- DeepSeek Harness (dsh) vs Kilo Code CLI
- DeepSeek Harness (dsh) vs Kimi Code CLI
- DeepSeek Harness (dsh) vs Kiro CLI
- DeepSeek Harness (dsh) vs mini-swe-agent
- DeepSeek Harness (dsh) vs Mistral Vibe CLI
- DeepSeek Harness (dsh) vs Muse Code
- DeepSeek Harness (dsh) vs OpenAI Codex
- DeepSeek Harness (dsh) vs OpenCode
- DeepSeek Harness (dsh) vs OpenHands
- DeepSeek Harness (dsh) vs Prime Agent
- DeepSeek Harness (dsh) vs Qoder CLI
- DeepSeek Harness (dsh) vs Qwen Code
- DeepSeek Harness (dsh) vs Mirror CLI
- DeepSeek Harness (dsh) vs Rovo Dev CLI
- DeepSeek Harness (dsh) vs Warp (Warp Agent CLI and the Oz Agent API)
- Devin vs Pi
- Droid CLI vs Pi
- 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 Rovo Dev CLI
- Pi vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs DeepSeek Harness (dsh)
- DeepSeek Harness (dsh) vs Harness
- DeepSeek Harness (dsh) vs Paperclip
- DeepSeek Harness (dsh) vs Parallax
Machine-readable
- This page as Markdown
/compare/deepseek-harness-vs-earendil-pi.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/deepseek-harness.json·/api/v1/tools/earendil-pi.json - From a terminal
anchor compare deepseek-harness earendil-pi(the CLI) - Over MCP
compare_tools {"a": "deepseek-harness", "b": "earendil-pi"}at/mcp, no key