Gemini 1.5 Pro

Model Overview

Gemini 1.5 Pro is Google DeepMind’s flagship multimodal model, released on February 15, 2024. Its standout feature is the industry-leading 2 million token context window, enabling whole-codebase reasoning, multi-hour video understanding, and million-word document analysis in a single call. The model accepts text, image, audio, and video inputs natively, making it the only flagship that processes video as a first-class modality. Built on a mixture-of-experts architecture, Gemini 1.5 Pro delivers strong reasoning performance at roughly half the price of GPT-4o. It powers the Gemini Advanced consumer product, Google Cloud Vertex AI, and Google Workspace AI features. The long-context capability is particularly valuable for enterprises dealing with large legal contracts, financial filings, or research corpora.

Key Specifications

Benchmark Performance

Pricing

Pricing source: https://ai.google.dev/pricing (as of 2024-08-01).

Strengths

• Industry-leading 2M token context window for ultra-long inputs.
• Native video modality support, unique among flagship models.
• Competitive pricing — roughly half of GPT-4o.
• Strong multimodal grounding across text, image, audio, and video.

Weaknesses

• HumanEval score (71.9) trails GPT-4o and Claude 3.5 Sonnet on pure coding.
• Long-context recall can be inconsistent for facts buried deep in the input.
• Proprietary model with no self-host option.

Use Cases

• Whole-codebase refactoring and analysis.
• Long-video summarization and content moderation.
• Multi-document legal and financial research.
• Cross-modal retrieval over mixed media archives.

References

• Gemini 1.5 Pro — Google DeepMind
• Gemini API Pricing
• Gemini API Documentation