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AI / LLM Integration
Methodology

Rasa vs LlamaIndex

RARasavsLLLlamaIndex
RasaLlamaIndex
42%
58%

Leading: LlamaIndex (57.9%)

Insufficient data
This matchup has 19 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
Rasa wins8
LlamaIndex wins11
Abstains (no tool)128
Other tool chosen3841
Decisive cases19
Rasa win rate (unweighted)42.1%
95% CI23.1% - 63.7%
Rasa win rate (weighted)42.1%

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Rasa

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LlamaIndex

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Model range breakdown

Model rangeTierRasaLlamaIndexNoneOtherA rate
DeepSeek Flash 3.2–4.1Mid009199n/a
DeepSeek Pro 4–4 0813Frontier00972n/a
DeepSeek R1Frontier0023187n/a
DevstralMid03161660%
Gemini Flash 2.5–3.8Small001210n/a
Gemini Pro 2.5–3.1 PreviewFrontier002210n/a
GLM 5 Turbo–5.3Frontier0132070%
GPT 5.4–6 AstraFrontier000207n/a
GPT Coding 5.3 Codex–6.1 SolFrontier000212n/a
GPT Mini 5.4 Mini–6 LunaMid001210n/a
HaikuSmall000212n/a
Kimi 2.5–3Frontier003194n/a
Llama MaverickFrontier8027171100%
Llama ScoutSmall06111860%
MiMo Pro 2–2.6Frontier0142050%
MiniMax M 2.7–3Frontier000203n/a
Mistral SmallMid0018156n/a
Opus 4.6–5.5Frontier000212n/a
Qwen CoderMid001209n/a
Sonnet 4.6–5.5Frontier000213n/a

Per-prompt breakdown

PromptTierRasaLlamaIndexNoneOtherA rate
ai-support-agent-platformBeginner85155362%
ai-support-agent-platformIntermediate0405870%
ai-agent-applicationBeginner02501260%
ai-agent-applicationAdvanced0026149n/a
ai-agent-applicationIntermediate0044127n/a
ai-revenue-ops-copilotIntermediate001587n/a
ai-revenue-ops-copilotBeginner001555n/a
ai-revenue-ops-copilotAdvanced004569n/a
ai-support-agent-platformAdvanced001588n/a