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Agent Frameworks
Methodology

AutoGen vs LlamaIndex

AUAutoGenvsLLLlamaIndex
AutoGenLlamaIndex
18%
82%

Leading: LlamaIndex (81.8%)

Insufficient data
This matchup has 11 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
AutoGen wins2
LlamaIndex wins9
Abstains (no tool)1
Other tool chosen521
Decisive cases11
AutoGen win rate (unweighted)18.2%
95% CI5.1% - 47.7%
AutoGen win rate (weighted)18.2%

Comments

AutoGen

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LlamaIndex

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Model range breakdown

Model rangeTierAutoGenLlamaIndexNoneOtherA rate
DeepSeek Flash 3.2–4.1Mid00026n/a
DeepSeek Pro 4–4 0813Frontier00027n/a
DeepSeek R1Frontier00126n/a
DevstralMid00021n/a
Gemini Flash 2.5–3.8Small00027n/a
Gemini Pro 2.5–3.1 PreviewFrontier00027n/a
GLM 5 Turbo–5.3Frontier010260%
GPT 5.4–6 AstraFrontier00027n/a
GPT Coding 5.3 Codex–6.1 SolFrontier00027n/a
GPT Mini 5.4 Mini–6 LunaMid00027n/a
HaikuSmall00027n/a
Kimi 2.5–3Frontier00027n/a
Llama MaverickFrontier00027n/a
Llama ScoutSmall2601925%
MiMo Pro 2–2.6Frontier020250%
MiniMax M 2.7–3Frontier00027n/a
Mistral SmallMid00027n/a
Opus 4.6–5.5Frontier00027n/a
Qwen CoderMid00027n/a
Sonnet 4.6–5.5Frontier00027n/a

Per-prompt breakdown

PromptTierAutoGenLlamaIndexNoneOtherA rate
ai-agent-applicationBeginner0901690%
ai-agent-applicationAdvanced100176100%
ai-agent-applicationIntermediate101176100%