Google: Gemini 2.5 Flash Lite✓ Catalog verified
Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance across common benchmarks compared to earlier Flash models. By default, "thinking" (i.e. multi-pass reasoning) is disabled to prioritize speed, but developers can enable it via the Reasoning API parameter to selectively trade off cost for intelligence.
Overview
Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance across common benchmarks compared to earlier Flash models. By default, "thinking" (i.e. multi-pass reasoning) is disabled to prioritize speed, but developers can enable it via the Reasoning API parameter to selectively trade off cost for intelligence.
Access: available through the official Google API. Context window: 1.0M.
Specifications
| API identifier | google/gemini-2.5-flash-lite |
| Provider | |
| Model type | Multimodal LLM |
| Context window | 1.0M catalog |
| Input modalities | text · image · file · audio · video |
| Output modalities | text |
| Released | Jul 22, 2025 |
| Tokenizer | Gemini |
| Moderated | No |
| Architecture modality | text+image+file+audio+video->text |
API defaults
{
"top_p": null,
"temperature": null,
"frequency_penalty": null
}Pricing
Live pricing components for google/gemini-2.5-flash-lite as published in the catalog.
| Pricing component | Raw unit price | Normalized | Unit |
|---|---|---|---|
| Prompt tokens | $1e-7 | $0.10 / 1M | Per input token |
| Completion tokens | $4e-7 | $0.40 / 1M | Per output token |
| Request fee | N/A | N/A | Per request |
| Image fee | $1e-7 | $0.000000 | Per image unit |
| Web search fee | N/A | N/A | Per search request |
Cost calculator
Estimate monthly spend from your own token volumes.
Estimated Total Cost
$0.13Calculated from current list pricing in the ModelsAtlas catalog.Capabilities
| Capability | Status | What it means |
|---|---|---|
| Visual Understanding | ✓ Supported | Image and document analysis support |
| Audio Processing | ✓ Supported | Speech and voice aligned flows |
| Tool Calling | ✓ Supported | Supports tools / function calling |
| Self-Hosting | Not advertised | Deploy outside managed APIs |
Capability signals
Directional signals derived from model metadata and capability tags — not official benchmark submissions.
Quick start
Call Google: Gemini 2.5 Flash Lite through an OpenAI-compatible client.
from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="YOUR_API_KEY"
)
response = client.chat.completions.create(
model="google/gemini-2.5-flash-lite",
messages=[{"role": "user", "content": "Explain quantum physics."}]
)
print(response.choices[0].message.content)Alternatives
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|---|---|---|---|---|
| Meta: Llama 4 Maverick | Meta | 1.0M | $0.15 | View → |
| Xiaomi: MiMo-V2-Pro | Xiaomi | 1.0M | $1.00 | View → |
Head-to-head comparisons
Side-by-side breakdowns of Google: Gemini 2.5 Flash Lite against other frontier models.
Sources & attribution
Pricing and metadata are maintained in the ModelsAtlas catalog.
Frequently asked questions
How much does Google: Gemini 2.5 Flash Lite cost?
$0.10 per 1M input tokens and $0.40 per 1M output tokens on the official Google API.
What is the context window of Google: Gemini 2.5 Flash Lite?
Google: Gemini 2.5 Flash Lite supports up to 1.0M tokens of context.
Does Google: Gemini 2.5 Flash Lite support tool / function calling?
Yes, Google: Gemini 2.5 Flash Lite supports tool / function calling — you can register tools and the model will emit structured tool calls.
How do I access Google: Gemini 2.5 Flash Lite?
Use the official Google API with the model id `google/gemini-2.5-flash-lite`. See the Quick start section above for code examples.