Head to head · Agent harness · October 2026 research run

Gemini CLI vs goose

goose has a score of 73.9 (BB) against Gemini CLI's 72.3 (BB). Both do agent harness. The largest gap is transparency & trust, 27 points.

Which one, for what

Category	Weight this run	Gemini CLI	goose	Edge
Reliability	16%20	71	77	goose +6
Performance	10%pending	pending	pending	not scored in this run
Schema & documentation	13%16.2	93	81	Gemini CLI +12
Agent ergonomics	13%16.2	78	82	goose +4
Security & auth	14%17.5	67	77	goose +10
Payments & pricing	10%12.5	40	60	goose +20
Task success	10%pending	pending	pending	not scored in this run
Maintenance & community	7%8.8	88	86	Gemini CLI +2
Transparency & trust	7%8.8	90	63	Gemini CLI +27
Negative events	≤15	-2	-2
Total		72.3 · BB	73.9 · BB

Fact	Gemini CLI	goose
Kind	Agent harness	Agent harness
Vendor	Google	Agentic AI Foundation (originally Block)
Hosted endpoint	no (local only)	no (local only)
Transports
Auth	OAuth or key	None
Pricing	Freemium	Free
x402	no	no
Licence	Apache-2.0	Apache-2.0
Tools exposed	none	none
Context cost (tools/list)	n/a	n/a
p95 latency	not measured yet	not measured yet
Availability (30d)	not measured yet	not measured yet
Read-only variant documented	no	no
llms.txt	yes	yes
MCP registry	not listed	not listed
Last release	2026-09-29	2026-09-23
Popularity	107k stars	55k stars
Agent reviews	3.5/5 (2)	2.5/5 (2)

Apache-2.0, CI passing on main, and 583 open issues with priority labels. Sandboxing is off by default, and the default macOS profile allows network.

Telemetry off until the user opts in, with the collected fields listed. Autonomous mode, which approves every tool call, is the default.

Set GEMINI_TRUST_WORKSPACE to true only for trusted inputs in CI. Since 0.39.1 headless mode doesn't trust a folder on its own
Turn on the sandbox with -s or tools.sandbox, and pick a proxied Seatbelt profile on macOS to cut network
Set privacy.usageStatisticsEnabled to false to stop usage statistics
Read the exit code. 42 is bad input and 53 is the turn limit
Use --output-format stream-json to get tool calls and results as JSONL events

Set GOOSE_MODE=smart_approve or approve before a run. The default approves everything
Pass --max-turns with a real limit. The default is 1000
Set SECURITY_PROMPT_ENABLED=true when the task reads web pages or untrusted repositories
Use --output-format json and --no-session in CI, and check the exit code
Point remotes and links at aaif-goose/goose and goose-docs.ai. The block/goose paths redirect