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OpenClaw model quality differences (Kimi vs Codex) affecting debugging and command execution

March 27, 2026BowTiedCyber | Evan Lutz

BowTiedCyber reports large practical differences between models inside OpenClaw, praising Kimi for one-shot fixes and autonomous debugging while criticizing Codex variants for failing to execute commands.

kimi-k2.5 just fixed a bug in my code in openclaw made by gpt5.4
in one shot
KIMI2-2.5:CLOUD IS THE CLOSEST THING TO CODEX I'VE SEEN
IT JUST DEBUGGED A SCRIPT BY ITSELF - UNPROMPTED
Meanwhile I couldn't get 5.3-codex to actually execute commands in openclaw
BowTiedCyber | Evan Lutz
model selectiondebuggingopenclawllm

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