Gemini Pro Latest API
- Input
- $2per 1M tokens
- Output
- $12per 1M tokens
- Cached input
- $0.2per 1M tokens
- Context
- 1.0M
Gemini Pro Latest for OpenAI-style Chat Completions, Anthropic-style Messages, OpenAI-style Responses.
Explore Gemini Pro Latest for OpenAI-style Chat Completions, Anthropic-style Messages, OpenAI-style Responses through the unified API. Supported interfaces and current availability are shown below.
- OpenAI-style Chat Completions
- Anthropic-style Messages
- OpenAI-style Responses
Model details
- Context window
- 1.0M tokens
- Max output
- 66K tokens
- Input
- Text, images, audio, documents
- Output
- Text
- Capabilities
- Reasoning, Vision, Tool calling, Streaming, JSON output
- Interfaces
- OpenAI-style Chat Completions, Anthropic-style Messages, OpenAI-style Responses
Gemini Pro Latest API pricing
Prices use the units shown below. No gateway fees. Usage, size and model options may affect the total.
| Metric | Price |
|---|---|
| / 1M input tokens | $2 |
| / 1M output tokens | $12 |
| / 1M cached input tokens | $0.2 |
| / web search | $0.014 |
| / 1M input tokens · Up to 200K input tokens | $2 |
| / 1M output tokens · Up to 200K input tokens | $12 |
| / 1M cached input tokens · Up to 200K input tokens | $0.2 |
| / 1M input tokens · Above 200K input tokens | $4 |
| / 1M output tokens · Above 200K input tokens | $18 |
| / 1M cached input tokens · Above 200K input tokens | $0.4 |
What Gemini Pro Latest costs for real work
Typical workloads at list price, worked out from the rates above. Nothing is added on top.
| Workload | Tokens | Cost |
|---|---|---|
| 1,000 chat replies | 1,500 tokens in, 400 out, each | $7.80 |
| Summarise a 100-page document | 60K tokens in, 2K out | $0.144 |
| 10M tokens of coding-agent work | 10M tokens: 85% cached input, 12% fresh input, 3% output | $7.70 |
| 1M output tokens | Generated text only | $12.00 |
Gemini Pro Latest is pay-as-you-go only
Gemini Pro Latest is not included in Token Plans. Call it from a pay-as-you-go balance at the list price above, with no gateway fee.
Why teams pick it
- Gemini Pro Latest for OpenAI-style Chat Completions, Anthropic-style Messages, OpenAI-style Responses.
Call Gemini Pro Latest
Gemini Pro Latest answers on any of the APIs below — pick the one your code already speaks and just swap in your Inferray key.
curl https://api.inferray.com/v1/chat/completions \
-H "Authorization: Bearer inferray_..." \
-H "Content-Type: application/json" \
-d '{
"model": "gemini-pro-latest",
"messages": [
{
"role": "user",
"content": "Hello"
}
]
}'curl https://api.inferray.com/v1/messages \
-H "Authorization: Bearer inferray_..." \
-H "Content-Type: application/json" \
-d '{
"model": "gemini-pro-latest",
"max_tokens": 1024,
"messages": [
{
"role": "user",
"content": "Hello"
}
]
}'curl https://api.inferray.com/v1/responses \
-H "Authorization: Bearer inferray_..." \
-H "Content-Type: application/json" \
-d '{
"model": "gemini-pro-latest",
"input": "Hello"
}'Conversation compaction is also available at POST /v1/responses/compact.
Use Gemini Pro Latest in your tools
Every coding agent below has a setup guide. Set the model to gemini-pro-latest.
More from Google
Alternatives to Gemini Pro Latest
Questions about this model
- How much does the Gemini Pro Latest API cost?
- Gemini Pro Latest costs $2 per 1M input tokens and $12 per 1M output tokens on Inferray, and cached input is $0.2 per 1M. That is the list price, with no gateway fee on top.
- Is there a free tier for Gemini Pro Latest?
- No. You add credit and pay Gemini Pro Latest's list rate for each request — seats, projects, and API keys are free, and pay-as-you-go credit never expires.
- Am I charged for failed requests?
- No. A request that fails without returning a result is not billed. If a response fails part-way, the tokens already processed before the failure are charged.
- Is Gemini Pro Latest included in Token Plans?
- No. Gemini Pro Latest is pay-as-you-go only; Token Plans cover the other text models in the catalog.
- Can I use Gemini Pro Latest in Claude Code?
- Yes. Set ANTHROPIC_BASE_URL to https://api.inferray.com, ANTHROPIC_AUTH_TOKEN to your Inferray key, and ANTHROPIC_MODEL to gemini-pro-latest. The same key works in Codex, opencode, Cline, and other agents.
- Does Gemini Pro Latest support tool calling and vision?
- Gemini Pro Latest supports tool calling, image input, reasoning, JSON output and streaming on Inferray.
- Is it the real Gemini Pro Latest?
- Yes. A request for gemini-pro-latest is answered by Gemini Pro Latest from Google, billed at its published list price. Inferray never substitutes a different or smaller model.
Prices from the catalog as of November 12, 2026.