#Decisions API

28 stories · 3 in 7 days · 9 in 30 days
Stories, products and papers tagged "Decisions API", newest first.
Nov 12
ProductsBuildersMulti-sourceSelected12:20
Google launches Gemini Decisions API with Gemini Decision 1 model

The pricing shift matters most: charging only for input tokens inverts the usual cost model and makes high-volume evaluation pipelines dramatically cheaper than running a general model like Flash-Lite. Teams building data labelling, content moderation, rubric-based grading or model-eval loops can replace token-heavy generation with a single scoring pass over up to 1,000 questions. The low calibration error claim is what evaluation engineers should verify first, since calibrated confidence is the difference between a useful judge and a noisy one.

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Sundar Pichai@sundarpichaiSource
ProductsUS vs ChinaMulti-source84°07:51
Chinese contentGoogle 上线 Gemini Decisions API:一次最多判 1000 题,输入每百万 Token 0.1 美元

做分类、路由、审核这类只需要判断的场景,现在可以不用解析大模型输出文本了。Google 这版一次能挂 1000 个问题还支持音视频输入,比 OpenAI 同名产品更激进,做客服分流、内容审核的开发者可以直接去 AI Studio 拿免费 Key 试。

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宝玉@doteySource
Nov 5
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Oct 23
ProductsBuildersOfficialSelected06:56
OpenAI makes Decisions API generally available

Skipping full model generation for classification and routing can cut latency and token costs substantially, making cheap decision steps viable inside high-volume agent pipelines. Developers building triage, moderation or routing logic should evaluate it against using a small model call or self-hosted classifiers. Availability and pricing through OpenAI's standard API makes it directly comparable with lightweight alternatives like GPT-4o-mini calls.

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Primary source@OpenAIDevs@OpenAIDevsSource
Oct 20
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Oct 7
ProductsBuildersMulti-sourceSelected08:48
llm-openai-decisions 0.1a0 plugin for OpenAI Decisions API

Decision-style APIs price inputs only, which makes cheap bulk classification and moderation workflows far more predictable to budget than chat-style models. Developers already using Willison's LLM CLI can add structured yes/no, choice, and score queries with a single plugin install. The 2.4x price gap versus Jev gives teams with high-volume image or text gating tasks a concrete cost comparison to weigh.

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Official accountSimon Willison’s WeblogSource
ProductsBuildersMulti-sourceSelected08:15
OpenAI Decisions API Launch

The Decisions API represents a significant shift toward more efficient real-time model selection, potentially reducing latency in AI applications. Developers building applications requiring rapid decision-making should evaluate this API against alternatives like Perplexity's offering, as the performance difference could impact user experience and operational costs.

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elvis@omarsar0Source
ProductsBuildersOfficialSelected05:13
OpenAI Decisions API enters public beta for all developers

Routing logic moves from hand-written prompt pipelines to a first-party API call, which shortens the glue code agent builders maintain. Developers building multi-model or tool-switching applications can test it now in public beta and benchmark the 10x speed claim against their own Responses API setups. It also signals OpenAI competing directly with self-built router frameworks like RouteLLM.

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Primary source@OpenAIDevs@OpenAIDevsSource
ProductsBuildersOfficialSelected05:07
OpenAI Decisions API public beta

This API represents a significant step toward more structured AI decision-making, potentially improving reliability in applications requiring choices. Developers working on complex systems can leverage this to create more deterministic AI behaviors. The beta availability allows early adopters to integrate and test the functionality before wider release.

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Primary source@OpenAIDevs@OpenAIDevsSource
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