Google: Gemini 3.7 Flash (batch)

Google's Gemini 3.7 Flash (batch) accepts text, image, video, audio, and file inputs, so a single model can cover mixed-media workloads. It offers a context window of 1,048,576 tokens and can return up to 65,536 tokens per completion, which suits long documents or large multi-file inputs. It supports tool calling and reasoning. The listing does not indicate structured output support, so check that before relying on it for strict schema responses. At $0.375 per million input tokens and $1.875 per million output tokens, this is a low-cost option for high-volume jobs that need long context and multimodal input. Teams with large ingestion or analysis pipelines should consider shortlisting it on price and capacity. It has no independent benchmark coverage yet, so its quality is unproven; run your own evaluations against alternatives before committing production traffic.