Last refreshed 2026-05-11. Next refresh: weekly.
Why use Gemini 2.5 Flash Lite on GCP Vertex AI?
GCP Vertex AI offers Gemini 2.5 Flash Lite with pay-as-you-go pricing at $0.10/1M input tokens. Vertex AI is Google Cloud's managed AI platform, offering access to Gemini models and hundreds of partner models alongside tools for fine-tuning, grounding, vector search, and end-to-end MLOps pipelines.
Compare Gemini 2.5 Flash Lite across 3 providers to find the best fit for your use caseSetup recipe
Python + curlpip install google-cloud-aiplatformexport GOOGLE_CLOUD_PROJECT=...import os
import vertexai
from vertexai.generative_models import GenerativeModel
vertexai.init(project=os.environ["GOOGLE_CLOUD_PROJECT"], location="us-central1")gemini-2.5-flash-liteRequest example
import os
import vertexai
from vertexai.generative_models import GenerativeModel
# Reads GOOGLE_CLOUD_PROJECT from env; authenticates via Application Default Credentials
vertexai.init(project=os.environ["GOOGLE_CLOUD_PROJECT"], location="us-central1")
model = GenerativeModel("gemini-2.5-flash-lite")
response = model.generate_content("Hello")
print(response.text)Gotchas
- For Google-published models use the model name directly, e.g. "gemini-2.0-flash-001". For third-party publishers (Anthropic, Meta, etc.) use the full publisher path, e.g. "publishers/anthropic/models/claude-3-5-sonnet-v2@20241022".
- The examples expect GOOGLE_CLOUD_PROJECT; rename it only if your application config maps the new variable.
Compare Gemini 2.5 Flash Lite Across Providers
| Provider | Input (per 1M) | Output (per 1M) |
|---|---|---|
| Google AI Studio | $0.10 | $0.40 |
| GCP Vertex AI | $0.10 | $0.40 |
| OpenRouter | $0.10 | $0.40 |
Pricing
| Type | Price (per 1M) |
|---|---|
| Input tokens | $0.10 |
| Output tokens | $0.40 |
Capabilities
About Gemini 2.5 Flash Lite
Google: Gemini 2.5 Flash Lite available via OpenRouter. Pricing: $0.1/1M input, $0.4/1M output.
FAQ
What does Gemini 2.5 Flash Lite cost on GCP Vertex AI?
On GCP Vertex AI, Gemini 2.5 Flash Lite costs $0.1 per 1M input tokens and $0.4 per 1M output tokens.
What is the context window for Gemini 2.5 Flash Lite on GCP Vertex AI?
Gemini 2.5 Flash Lite supports a 1,000,000 token context window on GCP Vertex AI.
How does GCP Vertex AI compare to other Gemini 2.5 Flash Lite providers?
Gemini 2.5 Flash Lite is available from 3 providers. The cheapest input pricing is $0.1/1M tokens from Google AI Studio.
Who created Gemini 2.5 Flash Lite?
Gemini 2.5 Flash Lite was created by Google DeepMind as part of the Gemini 2.5 model family.
Is Gemini 2.5 Flash Lite open source?
Gemini 2.5 Flash Lite's open source status is unknown in the seed data.