{"slug":"gemini-batch-api","name":"Gemini Batch API","domain":null,"best_rank":3,"categories":1,"entries":[{"slug":"best-batch-inference-api-for-large-scale-llm-processing","title":"Best batch inference API for large-scale LLM processing","rank":3,"of":10,"score":4,"appearances":1,"modelRanks":{"ChatGPT":2},"reason":"Near-tie for first, with exceptionally low-cost Gemini Flash processing, strong long-context and multimodal support, embeddings, context caching, 2GB input files, and a 50% batch discount.","reasons":[{"model":"ChatGPT","reason":"Near-tie for first, with exceptionally low-cost Gemini Flash processing, strong long-context and multimodal support, embeddings, context caching, 2GB input files, and a 50% batch discount."}],"fixes":[{"model":"ChatGPT","fix":"Batch creation is not idempotent, so careless retries can duplicate large jobs and charges."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-batch-inference-api-for-large-scale-llm-processing.json"}],"page":"https://modelsagree.com/product/gemini-batch-api","check":"https://modelsagree.com/check?q=Gemini%20Batch%20API","updated":"2026-07-17T12:25:40.228Z","attribution":"modelsagree.com, CC BY 4.0"}