agnes-3.0-flash

Operational
Ranked #66 in the capability rankings
Reasoning
Tools
Vision
Multimodal
512K
Fast
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Billing details

Description

Agnes AI Agnes 3.0 Flash — the vendor's new-generation language model, built for agent coding and tool-driven task execution, with a 512K input context and a 65,536-token output limit. Takes text and image-URL input and returns text, and supports streaming, function calling and multi-step tool orchestration, and long-task instruction following. Reachable on the OpenAI-compatible chat endpoint, the Responses endpoint and the Anthropic-compatible Messages endpoint. On the chat endpoint, Thinking mode is switched on by setting chat_template_kwargs.enable_thinking to true; measured 2026-09-21, requests without the field returned no reasoning tokens. With Thinking on, reasoning tokens count toward max_tokens, so size it for the reasoning as well as the answer.

Capabilities

Input modalities
text, image
Output modalities
text
Tasks
chat, reasoning, vision

API endpoints

  • POST /v1/chat/completions (openai)
  • POST /v1/responses (openai-response)
  • POST /v1/messages (anthropic)