Gemini 3.6 Flash

Gemini Gemini docs

gemini-3.6-flash

Run Gemini 3.6 Flash in a hosted Python Task with structured output, web search, extended thinking and file inputs.

Stable Flash model balancing speed and multimodal reasoning.

What Gemini 3.6 Flash supports in qbash

Structured outputReplies as JSON that matches a schema you pass.
Web searchSearches the web while it answers.
Extended thinkingReasons through a problem before it replies.
Image inputReads WEBP, PNG, JPEG and GIF images.
Document inputReads PDF, TEXT, DOC, XLS, RTF and 7 more files.
Prompt cachingRepeated input is billed at the cached rate.

What is qbash?

qbash is where you build Tasks: Python programs that run a business process on managed infrastructure. Your code runs the steps and calls a model like Gemini 3.6 Flash only at the ones that need judgment, with integrations, memory and files available in the same script.

A developer writes the Task once, and anyone on the team runs it from a form, on a schedule, from a webhook or from chat. Each Task is versioned and every run is logged.

How Tasks work

Specifications

Context window: 1.05Mtokens

Structured output with Gemini 3.6 Flash in a Python Task

qbash.ai.raw calls Gemini 3.6 Flash from a Task. Pass a JSON Schema as output_schema and the reply comes back as a Python dict that matches it, ready to route to a connector.

main.py
ticket = qbash.inputs.get("ticket")

triage = qbash.ai.raw(
    f"Summarize this support ticket and rate its urgency:\n\n{ticket}",
    model="gemini-3.6-flash",
    output_schema={
        "type": "object",
        "properties": {
            "summary": {"type": "string"},
            "urgency": {"type": "string", "enum": ["low", "medium", "high"]},
        },
        "required": ["summary", "urgency"],
    },
)

# triage is a dict, e.g. {"summary": "...", "urgency": "high"}
if triage["urgency"] == "high":
    qbash.integrations.slack.create_message(
        channel="#support",
        text=triage["summary"],
    )

qbash.output(triage)

Structured output in Tasks

Use Gemini 3.6 Flash with web search

Turn on Web Search in an inline prompt's model bar and Gemini 3.6 Flash searches the web while it answers.

Provider web tools

Extended thinking with Gemini 3.6 Flash

Turn on Thinking in the same Settings popover to have Gemini 3.6 Flash reason through a problem before it replies.

Gemini 3.6 Flash pricing

Input	$0.75 per 1M tokens
Output	$3.75 per 1M tokens
Cached input	$0.075 per 1M tokens
Google search	$14.00 per 1K searches

Standard rates in USD.

Supported file formats

Images

WEBP up to 5 MB
PNG up to 5 MB
JPEG up to 5 MB
GIF up to 5 MB

Documents

PDF
TEXT
DOC
XLS
RTF
DOCX
XLSX
PPTX
PPT
ODT
ODP
ODS