Google: Gemini 3.5 Flash Lite (batch)

Gemini 3.5 Flash Lite (batch) is a Google model offered through batch access. It accepts text, image, video, audio, and file inputs, and its context window of 1,048,576 tokens allows very long documents, transcripts, or media-derived inputs to be processed in a single request. Responses can run up to 65,536 tokens. The model supports tool calling and reasoning; structured output support is not specified in the available data, so teams that depend on strict schemas should test it before committing. At $0.15 per million input tokens and $1.25 per million output tokens, it belongs on the shortlist for high-volume, input-heavy workloads such as bulk document review, media tagging, or large-scale extraction, where input costs dominate. The gap between input and output pricing favors jobs that read a lot and write relatively little. It has no independent benchmark coverage yet, so its quality is unproven; run your own evaluations against established alternatives before moving production traffic.