Kilo Code

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VS Code extension forked from Cline/Roo. Multi-provider, MCP support, custom modes, diff-based editing with full terminal integration.

💰 Open-source VS Code/JetBrains extension · vscode, jetbrains

74.3Overall Score

Non-Gameable Scoring

Scores are derived from established benchmarks, adjusted for harness-specific performance across four dimensions: Coding, Reasoning, Tool Use, and Autonomy.

Each dimension starts from public benchmark data and applies harness-specific modifiers based on tool integration, context handling, and orchestration quality. The overall score is a weighted composite that penalizes narrow optimization.

Model	Overall	Coding	Reasoning	Tool Use	Autonomy
Claude Opus 4.6	74.3	74.76	84.6	64.53	81.17
Gemini 3.1 Pro	63.9	81.14	81.19	58.09	66.7
Kimi K2.5	62.5	75.19	72.16	40.11	67.38
GPT-5.4	58.0	47.39	62.53	81.77	72.24
Claude Sonnet 4.6	57.2	68.24	52.32	62.33	77.86
MiniMax-M2.7	55.3	61.57	48.11	62.84	70.17
DeepSeek R1	48.9	68.35	48.1	42.86	48.94
Qwen 3.5	47.7	52.93	48.55	30.36	50.3
Gemini 3 Pro	44.6	44.02	53.28	47.37	51.52
MiMo-V2-Flash	42.6	63.58	44.51	37.49	41.7