Gemini 3.6 Flash
gemini-3.6-flash
Total Context
1M
Max Output
65.5K
Released
N/A
Input$1.5 / M tokens
Output$7.5 / M tokens
Gemini 3 Flash Preview
gemini-3-flash-previewGemini 3 Flash Preview is positioned as a high-speed, high-value thinking model for multimodal understanding, agents, multiturn workflows, and coding. Google materials describe Gemini 3 Flash as strong for agentic and “vibe-coding” use cases with richer visual understanding. Because it is a preview, the description should balance capability with the expectation of evolving behavior.
Context Window
1M tokens
Maximum Output
65.5K tokens
Release Date
Dec 17, 2025
Modalities
Gemini 3 Flash Preview Pricing
| Input Price | Output Price | Cache Read |
|---|---|---|
| $0.5/M | $3/M | $0.05/M |
Gemini 3 Flash Preview API Capabilities
Reasoning
Supported
Tool calling
Supported
Temperature parameter
Supported
Attachments
Supported
Knowledge Base
2025-01-01
Endpoint Protocols
Completions APIMessages APIgemini
Gemini 3 Flash Preview Model Highlights
Gemini 3 Flash Preview combines multimodal understanding, agentic execution and interactive interface generation in a preview model for rapid development.
Multimodal Understanding
Analyzes text, images, video, audio and PDFs together, connecting evidence across different input formats.
Agentic Computer Work
Reasons over interface states and carries out multi-step computer workflows while maintaining the task objective.
Interactive Interface Generation
Turns product ideas and visual references into functional web interfaces with richer graphics and interactions.
Gemini 3 Flash Preview Use Cases
Gemini 3 Flash Preview is suited to visual application prototyping, computer-based automation and long multimodal content analysis.
Visual Application Prototyping
Generate and iterate on functional web interfaces from written requirements, sketches or screenshots.
Computer Workflow Automation
Navigate interfaces, enter information and complete multi-step browser or desktop tasks under application control.
Long Multimodal Analysis
Examine extensive documents, video, audio and images together to extract evidence and produce an organized summary.
How to Use Gemini 3 Flash Preview via the TokenHub API
import OpenAI from "openai"
const client = new OpenAI({
apiKey: process.env.TOKENHUB_API_KEY,
baseURL: "https://us-api.tokenhub.com/v1",
})
const result = await client.chat.completions.create({})
console.log(result.choices[0]?.message?.content)Gemini 3 Flash Preview Benchmarks
| Index score | ||
|---|---|---|
| Artificial Analysis Intelligence Index | Artificial Analysis broad capability aggregate | 27.4 |
| Artificial Analysis Coding Index | Artificial Analysis software task aggregate | 37.8 |
| Artificial Analysis Math Index | Artificial Analysis math reasoning aggregate | 55.7 |
| Knowledge & Reasoning | ||
| MMLU-Pro | Advanced multi-task knowledge | 88.2% |
| GPQA | Advanced science problem solving | 81.2% |
| HLE | Broad expert-level exam set | 14.1% |
| Coding & Engineering | ||
| LiveCodeBench | Live coding problems | 79.7% |
| SciCode | Scientific coding challenges | 49.9% |
| Terminal-Bench Hard | Hard terminal task execution | 31.8% |
| Math | ||
| AIME 2025 | Competition math problems | 55.7% |
| Instruction Following & Agent Tasks | ||
| IFBench | Prompt constraint adherence | 55.1% |
| AA-LCR | Long-context reasoning | 48% |
| τ²-Bench | Agent workflow tasks | 43.3% |
Metrics sourced from Artificial Analysis
Frequently asked questions about Gemini 3 Flash Preview
Understand what Gemini 3 Flash Preview is, its best uses, distinguishing strengths, practical tradeoffs, and safe TokenHub integration guidance.
What is the intended positioning of Gemini 3 Flash Preview?+
Gemini 3 Flash Preview is a Gemini 3 Flash preview identifier for fast multimodal and agentic work, with a newer stable Flash generation available. This preview identifier belongs to an earlier Flash release path; verify whether TokenHub recommends the newer stable Flash model.
Is Gemini 3 Flash Preview a good choice for analysis of text and visual inputs?+
Best-fit scenarios include analysis of text and visual inputs, reliable execution of multi-step agent workflows, and fast coding assistance. Test representative inputs and define measurable acceptance criteria before production.
Which strengths distinguish Gemini 3 Flash Preview from nearby options?+
Key strengths include a strong balance of quality, speed, and cost, computer-use and interface automation, and effective use of tools and function calls. This combination is especially useful for reliable execution of multi-step agent workflows.
Which workloads are a poor fit for Gemini 3 Flash Preview?+
Consider another model when the application needs a stable long-term model identifier, the task needs the strongest Pro-tier reasoning, or the workflow cannot include human review for important decisions. Verify important factual, legal, financial, medical, or operational outputs with qualified human review.
Which TokenHub details matter when configuring Gemini 3 Flash Preview?+
In TokenHub, select the exact model identifier displayed for Gemini 3 Flash Preview, use the endpoint documented for your account, and authenticate with your TokenHub credentials. Pin the exact identifier shown by TokenHub, test behavior changes, and plan a migration path because preview aliases can be updated or withdrawn.
Ready to use Gemini 3 Flash Preview?
Use one API key to access Gemini 3 Flash Preview and more AI models through TokenHub.
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