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Google · Efficient

Gemini 2.5 Flash Lite Preview

Added Jun 17, 2025

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Use in the app

Ultra-lightweight and fast variant of Gemini 2.5 Flash. Preview release optimized for speed and efficiency.

  • Reasoning
  • Vision
  • Audio input
Input
Text, Images, Audio
Output
Text
Reasoning effort
low · medium · high
Discovery tier
Efficient

Pricing

USD per 1M tokens
Input
$0.15
Output
$0.60
Cache read
$0.015

Reference prices as published by the model provider. API example

Specifications

Context window
1M
Max output
65.5K

Side by side

Gemini 2.5 Flash Lite Preview compared

Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.

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Gemini 2.5 Flash Lite PreviewGoogleThis modelAmazon Nova Lite 1.0amazonRemove
ProviderGoogleamazon
Discovery tierEfficientEfficient
AddedJun 17, 2025Dec 3, 2024
Limits
Context window1.05MBest300K
Max output65.54KBest5.12K
Average output—44 tokens
Pricing, USD per 1M tokens
Input$0.15$0.0595Best
Output$0.60$0.24Best
Cache read$0.015—
Performance
Request success (24h)99.5%—
Benchmark indexes
Intelligence Index6.76.7
Math Index35.3Best7.0
Capabilities
ReasoningYesNo
VisionYesNo
Audio inputYesNo
Reasoning effortlow, medium, high—

Public evaluations

Benchmarks

Independent evaluation results, with how each score ranks among the models in the Noumen catalog.

  • Gemini 2.5 Flash Lite Preview
  • Amazon Nova Lite 1.0

Intelligence Index

  • Gemini 2.5 Flash Lite Preview6.7
  • Amazon Nova Lite 1.06.7

Gemini 2.5 Flash Lite Preview: Better than 6% of 326 scored models

3.8Catalog models by score55.1

Indexes

  • Math Index

    Composite of the math evaluations

    • Gemini 2.5 Flash Lite Preview: 35.3Top
    • Amazon Nova Lite 1.0: 7.0

Document reasoning

  • AA-LCRv1.1

    Reasoning across long documents

    • Gemini 2.5 Flash Lite Preview: 32.0%Top
    • Amazon Nova Lite 1.0: 19.0%

Reasoning and knowledge

  • Humanity’s Last Exam

    Expert-level questions across academic fields

    • Gemini 2.5 Flash Lite Preview: 3.7%
    • Amazon Nova Lite 1.0: 4.3%Top

  • GPQA Diamond

    Graduate-level science questions

    • Gemini 2.5 Flash Lite Preview: 47.4%Top
    • Amazon Nova Lite 1.0: 43.3%

  • MMLU-Pro

    Multi-subject knowledge and reasoning

    • Gemini 2.5 Flash Lite Preview: 72.4%Top
    • Amazon Nova Lite 1.0: 59.0%

  • IFBench

    Following precise output instructions

    • Gemini 2.5 Flash Lite Preview: 31.5%
    • Amazon Nova Lite 1.0: 34.1%Top

Coding

  • LiveCodeBench

    Recent competitive programming problems

    • Gemini 2.5 Flash Lite Preview: 40.0%Top
    • Amazon Nova Lite 1.0: 16.7%

Math

  • AIME 2025

    Competition mathematics, 2025 problems

    • Gemini 2.5 Flash Lite Preview: 35.3%Top
    • Amazon Nova Lite 1.0: 7.0%

  • AIME

    Competition mathematics

    • Gemini 2.5 Flash Lite Preview: 50.0%Top
    • Amazon Nova Lite 1.0: 10.7%

  • MATH-500

    Competition math problems

    • Gemini 2.5 Flash Lite Preview: 92.6%Top
    • Amazon Nova Lite 1.0: 76.5%

Legacy evaluations

  • Terminal-Bench Hard

    Earlier terminal task suite

    • Gemini 2.5 Flash Lite Preview: 2.3%Top
    • Amazon Nova Lite 1.0: 0.8%

  • τ²-Bench Telecom

    Tool use in a customer-support simulation

    • Gemini 2.5 Flash Lite Preview: 19.0%Top
    • Amazon Nova Lite 1.0: 17.5%

  • AA-LCR (unversioned)

    Long-context reasoning, earlier grading

    • Gemini 2.5 Flash Lite Preview: 32.0%Top
    • Amazon Nova Lite 1.0: 19.0%

Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis

Live routing data

Performance and reliability

Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.

Prompt cache hits
0.0%
About $0.15 per 1M input tokens with caching
Request success (24h)
99.5%
Reliable

Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.

Hourly request success · last 72 hoursLowest hour 76.0%
  • Healthy (98% or more)
  • Degraded (90–98%)
  • Down (under 90%)
  • No requests

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart
curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gemini-2.5-flash-lite-preview-06-17",
    "reasoning_effort": "medium",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'
import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="gemini-2.5-flash-lite-preview-06-17",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

Google

Other Google models, starting with the same family.