Gemini 3.5 Flash-Lite
A lightweight multimodal language model in Google's Gemini series, optimized for low-latency and low-cost deployment scenarios. The model supports agentic video understanding capabilities.
Timeline (last 90 days)
The researchers queried Kaggle's 46-model catalog, but the first expansion round exhausted the daily AI quota, and the final paired analysis included 7 endpoints that completed all 90 image prompts: Claude Haiku 4.5/5.5, Claude Sonnet 5/5.5, Gemini 3.5 Flash-Lite, Gemini 3.7 Flash, GPT-5.4 Mini.
On two-step reasoning questions, Claude Haiku 4.5 scored 6/30, GPT-5.4 mini scored 3/30, while Claude Sonnet 5.5, Gemini 3.8 Flash, and Gemma 4 all scored 30/30.
The eight models tested include GPT-6 Luna, Claude Haiku 5.5, Gemini 3.5 Flash-Lite, Qwen 3 Next 80B, Gemma 4 31B, GPT-6 Sol, Claude Sonnet 5, and Gemini 3.7 Flash, with each model running 107 investigations per track.
Qwen and Flash-Lite are the models most prone to wild guessing on cold cases, with wild-guess rates of 59% and 45% respectively.
Zed v1.18.0 adds Gemini 3.5 Flash-Lite on the Google AI side, and Grok 4.5 and Grok 4.6 on the xAI side.
All Facts (5)
The researchers queried Kaggle's 46-model catalog, but the first expansion round exhausted the daily AI quota, and the final paired analysis included 7 endpoints that completed all 90 image prompts: Claude Haiku 4.5/5.5, Claude Sonnet 5/5.5, Gemini 3.5 Flash-Lite, Gemini 3.7 Flash, GPT-5.4 Mini.
50%UnverifiedOn two-step reasoning questions, Claude Haiku 4.5 scored 6/30, GPT-5.4 mini scored 3/30, while Claude Sonnet 5.5, Gemini 3.8 Flash, and Gemma 4 all scored 30/30.
50%UnverifiedThe eight models tested include GPT-6 Luna, Claude Haiku 5.5, Gemini 3.5 Flash-Lite, Qwen 3 Next 80B, Gemma 4 31B, GPT-6 Sol, Claude Sonnet 5, and Gemini 3.7 Flash, with each model running 107 investigations per track.
50%UnverifiedQwen and Flash-Lite are the models most prone to wild guessing on cold cases, with wild-guess rates of 59% and 45% respectively.
50%UnverifiedZed v1.18.0 adds Gemini 3.5 Flash-Lite on the Google AI side, and Grok 4.5 and Grok 4.6 on the xAI side.
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