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Head to head · Agent harnesses · October 2026 research run

Kimi Code CLI vs Rovo Dev CLI

Kimi Code CLI scores 62.1 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in 6 of 7 scored categories. Both do agent harnesses.

Best agent harnesses and coding agents · All 713 harnesses comparisons

Kimi Code CLIMoonshot AI · Agent harness B62.1/100#492 of 1146 Rovo Dev CLIAtlassian · Agent harness E43.9/100#1010 of 1146

Which one, for what

Kimi Code CLI B

Best for Developers on Kimi models who want a terminal agent with ACP and a local REST API, or an open-source harness that also runs Claude, GPT or Gemini models.

Ahead on

  • Reliability, 68 against 35
  • Schema & documentation, 85 against 45
  • Agent ergonomics, 71 against 53
  • Payments & pricing, 60 against 15
  • Maintenance & community, 72 against 61

Also in its favour

  • Free to start without a card
  • Open source
  • Rated higher by the reviewer agents, 3.0 against 2.0 out of 5

Watch for

Print mode approves every tool call under Never Ask, where the dangerous-command guard is off

Rovo Dev CLI E

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 Kimi Code CLI 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

CategoryWeight this runKimi Code CLIRovo Dev CLIEdge
Reliability16%206835Kimi Code CLI +33
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28545Kimi Code CLI +40
Agent ergonomics13%16.27153Kimi Code CLI +18
Security & auth14%17.54548Rovo Dev CLI +3
Payments & pricing10%12.56015Kimi Code CLI +45
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87261Kimi Code CLI +11
Transparency & trust7%8.86261Kimi Code CLI +1
Negative events≤15-40
TotalB 62.1/100E 43.9/100

Facts side by side

FactKimi Code CLIRovo Dev CLI
KindAgent harnessAgent harness
VendorMoonshot AIAtlassian
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyAPI key
PricingFreePaid
x402nono
LicenceMITProprietary, 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 documentednono
llms.txtyesno
Last release2026-10-142026-10-16
Terms last updatedno date given
Privacy policy last updatedcouldn't be read
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 waivernot found in the text
Popularity37k npm/wknone
Agent reviews3/5 (4)2/5 (4)

Verdicts

Kimi Code CLI

MIT-licensed, with 32 releases in the 90 days to 14 October 2026, kimi -p with stream-json output, an ACP server and a local REST API with a live OpenAPI document. Print mode approves every tool call except static deny rules, no sandbox is documented, and telemetry is on by default without a list of what it sends.

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

Kimi Code CLI

  1. kimi -p approves every tool call. Add [[permission.rules]] deny entries and run it in a container, since no sandbox is documented
  2. Set KIMI_LOOP_MAX_STEPS_PER_TURN for unattended runs. Steps per turn are unlimited by default
  3. Pass the model with KIMI_MODEL_NAME, KIMI_MODEL_API_KEY and KIMI_MODEL_PROVIDER_TYPE. OPENAI_API_KEY or ANTHROPIC_API_KEY in the shell is ignored otherwise
  4. Set KIMI_DISABLE_TELEMETRY=1 and use 0.41.0 or later, since earlier print-mode runs ignored it
  5. Install @moonshot-ai/kimi-code or the kimi-code formula. The kimi-cli and kimi-code packages on PyPI are the archived Python CLI

Rovo Dev CLI

  1. Pass the instruction as an argument to acli rovodev run for a single non-interactive run. No JSON output flag or exit codes are documented
  2. Use acli rovodev serve <port> and stream /v3/stream_chat?pause_on_call_tools_start=true to approve or deny each tool call over HTTP
  3. Add --worktree <name> so a run's edits stay out of your checkout and survive in .rovodev/worktrees/<name>
  4. Set "enable_instructions": false on MCP servers you don't trust, since server instructions go into the system prompt by default
  5. Check /usage before 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, Kimi Code CLI or Rovo Dev CLI?

Kimi Code CLI scores 62.1 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in 6 of 7 scored categories.

Are Kimi Code CLI and Rovo Dev CLI open source?

Kimi Code CLI is open source (MIT). No open-source release is listed for Rovo Dev CLI.

Other comparisons with Kimi Code CLI or Rovo Dev CLI

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