Requesty
Google LLC (Vertex AI) logo
Google LLC (Vertex AI)

gemini-3.1-flash-lite-preview

Gemini 3.1 Flash Lite Preview is the most cost-efficient model in the Gemini family, optimized for high-volume, low-latency tasks. It delivers fast responses with solid quality for everyday use cases including summarization, classification, and simple reasoning.

VisionTool callingCachingWeb searchJSON schema
Try gemini-3.1-flash-lite-previewCompareDocs

Specifications

Context window1.0M tokens
Max output66K tokens
API typechat
AddedMar 3, 2026
Model IDvertex/gemini-3.1-flash-lite-preview
Data retentionNo
Used for trainingNo
Provider locationπŸ‡ΊπŸ‡Έ US / πŸ‡ͺπŸ‡Ί EU
Privacy policyVertex AI Data Governance→

Benchmarks

Released 2026-03-03
Coding Indexcoding
30.1%

Artificial Analysis Coding Index β€” a composite of coding evaluations including LiveCodeBench, SciCode and Terminal-Bench.

GPQA Diamondreasoning
82.2%

Graduate-level physics, chemistry & biology questions designed to resist Googling.

Intelligence Indexreasoning
33.5%

Artificial Analysis Intelligence Index β€” a composite of multiple evaluations measuring overall model capability.

Scores are sourced from official model cards, Artificial Analysis, and public leaderboards. Benchmarks measure specific skills and do not capture every aspect of model quality β€” always test on your own workload.

Pricing

Input / 1M
$0.25
Output / 1M
$1.50
Cache write / 1M
$0.08
Cache read / 1M
$0.02
Estimated cost
100K input + 10K output$0.0400
1M input + 100K output$0.40
10M input + 1M output$4.00

Requesty charges exactly what the upstream provider charges β€” no markup, no per-request fees. Prompt caching and smart routing can reduce effective cost by 30-80%.

Quickstart

Drop-in compatible with the OpenAI SDK. Change the base URL, swap in your Requesty API key, and set the model to vertex/gemini-3.1-flash-lite-preview.

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
from openai import OpenAI

client = OpenAI(
    api_key="YOUR_REQUESTY_API_KEY",
    base_url="https://router.requesty.ai/v1",
)

response = client.chat.completions.create(
    model="vertex/gemini-3.1-flash-lite-preview",
    messages=[
        {"role": "user", "content": "Explain quantum computing in one paragraph."},
    ],
)

print(response.choices[0].message.content)

Other Google LLC (Vertex AI) models

claude-opus-4-8
@eu
1M ctx$5.50/1M
Coding 57
claude-opus-4-8
@us
1M ctx$5.50/1M
Coding 57
claude-opus-4-8
1M ctx$5.00/1M
Coding 57
gemini-3.5-flash
@us
1.0M ctx$1.50/1M
Coding 45
gemini-3.5-flash
1.0M ctx$1.50/1M
Coding 45
gemini-3.5-flash
@eu
1.0M ctx$1.50/1M
Coding 45

Frequently asked questions

How much does gemini-3.1-flash-lite-preview cost?
gemini-3.1-flash-lite-preview is priced at $0.25 per million input tokens and $1.50 per million output tokens when accessed via Requesty. Prompt caching is supported, which can cut effective input cost by up to 90% on repeated context. Requesty charges exactly what the upstream provider charges β€” we don't add markup.
What is the context window of gemini-3.1-flash-lite-preview?
gemini-3.1-flash-lite-preview has a context window of 1.0M tokens, with a maximum output of 66K tokens per response. That's roughly 1,398 words of input you can fit in a single prompt.
How does gemini-3.1-flash-lite-preview perform on benchmarks?
gemini-3.1-flash-lite-preview scores 82.2% on GPQA Diamond, 41.9% on SciCode, 33.5% on Intelligence Index. See the full benchmark chart above for results across MMLU Pro, GPQA Diamond, SWE-Bench Verified, HumanEval, MATH, AIME, MMMU, and LiveBench.
What can gemini-3.1-flash-lite-preview do?
gemini-3.1-flash-lite-preview supports vision input, tool calling, prompt caching, web search, structured outputs (JSON schema). You can call it through any OpenAI-compatible client by pointing base_url to Requesty.
How do I use gemini-3.1-flash-lite-preview with the OpenAI SDK?
Install the OpenAI SDK, set base_url to "https://router.requesty.ai/v1", set your API key to your Requesty key, and set the model to "vertex/gemini-3.1-flash-lite-preview". The Quickstart above shows Python, JavaScript and cURL snippets.

Access gemini-3.1-flash-lite-preview through Requesty

One API key, 400+ models, OpenAI-compatible. No markup on provider prices, automatic failover, and smart caching built-in.

Get started freeAll Google LLC (Vertex AI) models