Gemini Pro 2.5 API

google/gemini-2.5-pro
Advanced AI model with enhanced reasoning and coding abilities
Context
1M tokens
Input
$1.625 / 1M tokens
Output
$13 / 1M tokens
Released
Sep 9, 2025

Overview

Gemini Pro 2.5 Preview Description

Overview

Gemini Pro 2.5 Preview demonstrates significant improvements in performance, including top-tier results in math problem-solving, coding, and multi-step reasoning tasks. It’s part of Google's family of scalable Gemini models optimized for AI-native applications and products.

Key Features
  • Strong Reasoning Capabilities: Excels in tasks requiring logical deduction, planning, and problem-solving.
  • Code Understanding: Performs well on competitive programming tasks.
  • Multi-Turn Dialogue: Maintains coherent conversations across multiple exchanges.
Intended Use
  • Coding Assistant: Efficient at generating and explaining code.
  • Educational Tools: Ideal for tutoring and problem-solving support.
  • Enterprise Automation: Supports workflow reasoning and task management.
  • Research Applications: Handles complex documents and analysis tasks.

Technical Details

Architecture

Transformer-based architecture with reasoning-specific layers optimized for multimodal inputs (text and images). Includes advanced post-training enhancements.

Training Data

Combines billions of tokens with terabytes of multimedia data spanning diverse domains.

Usage

Code Samples:

The model is available on the AI/ML API platform as "Gemini Pro 2.5 Preview" .

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API Documentation:

Detailed API Documentation is available here.

Ethical Guidelines

Google DeepMind emphasizes ethical considerations in AI development by promoting transparency regarding the model's capabilities and limitations. The organization encourages responsible usage to prevent misuse or harmful applications of generated content.

Licensing

Gemini Pro 2.5 Preview is available under a commercial license that allows both research and commercial usage rights while ensuring compliance with ethical standards regarding creator rights.

Use cases

  • AI-powered research and learning assistants
  • Real-time multimedia AI applications
  • Enterprise AI workflows requiring complex reasoning and multimodal inputs
  • Developer tools for code generation and testing
  • Customer support and virtual assistants with advanced communication abilities

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How to use Gemini Pro 2.5 API

Install any OpenAI-compatible SDK, point it at api.aimlapi.com/v1, and set the model to google/gemini-2.5-pro.
import requests

r = requests.post(
    "https://api.aimlapi.com/v1/chat/completions",
    headers={"Authorization": "Bearer " + AIMLAPI_KEY},
    json={
      "model": "google/gemini-2.5-pro",
      "messages": [
        {
          "role": "user",
          "content": "Hello!"
        }
      ]
    },
)
print(r.json())
const r = await fetch("https://api.aimlapi.com/v1/chat/completions", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "google/gemini-2.5-pro",
    "messages": [
      {
        "role": "user",
        "content": "Hello!"
      }
    ]
  }),
});
console.log(await r.json());
curl -X POST https://api.aimlapi.com/v1/chat/completions \
  -H "Authorization: Bearer $AIMLAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"google/gemini-2.5-pro","messages":[{"role":"user","content":"Hello!"}]}'

OpenAI-compatible — swap the base URL and it works with your existing SDK.

Gemini Pro 2.5 API Pricing

TypePrice
Input
$1.625 / 1M tokens
Output
$13 / 1M tokens
Cached input
$1.625 / 1M tokens

Gemini Pro 2.5 Benchmarks

BenchmarkScoreWhat it measuresSourceRetrieved
Intelligence
16.7
Composite score across standardised reasoning, knowledge and problem-solving evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026
Coding
33.3
Composite score across standardised coding evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026
Math
87.7
Composite score across standardised mathematics evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026
Humanity's Last Exam
18.8%
Expert-level questions across many domainsSourceSeptember 22, 2026
GPQA Diamond
84.0%
Google-proof graduate science questions (hardest subset)SourceSeptember 22, 2026
AIME 2025
86.7%
Competition mathematics (AIME), 2025SourceSeptember 22, 2026
LiveCodeBench
70.4%
Contamination-free competitive programming problemsSourceSeptember 22, 2026
SWE-bench Verified
63.8%
Resolving verified real GitHub issuesSourceSeptember 22, 2026
MMMU
81.7%
College-level multimodal understanding + reasoningSourceSeptember 22, 2026

Gemini Pro 2.5 vs other models

ModelInputOutputContextBest for
$1.625 / 1M tokens
$13 / 1M tokens
1M tokens
Coding + agents
$6.5 / 1M tokens
$39 / 1M tokens
1M tokens
Reasoning + agents
$2.6 / 1M tokens
$13 / 1M tokens
1M tokens
Balanced coding + agents
$3.9 / 1M tokens
$19.5 / 1M tokens
1M tokens
Long-context, multimodal & agentic workflows
$1.95 / 1M tokens
$11.7 / 1M tokens
1M tokens
Reasoning + agents

Frequently asked questions

Gemini Pro 2.5 has a 1,000,000 tokens context window and can return up to 65,536 tokens.

Gemini Pro 2.5 takes image, text as input and returns text.

Use google/gemini-2.5-pro as the model id. Requests go to https://api.aimlapi.com/v1/chat/completions.

Gemini Pro 2.5 became available on September 9, 2025.

Gemini Pro 2.5 is priced at input $1.625 / 1M tokens, output $13 / 1M tokens, cached input $1.625 / 1M tokens.

Yes, Gemini Pro 2.5 can stream responses as they are generated.

Yes, Gemini Pro 2.5 accepts image input alongside text.

Gemini Pro 2.5 was built by Google.

Yes, it supports function calling, including parallel tool calls and structured output.

Start building with Gemini Pro 2.5

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