Gemini 2.5 Pro vs Gemini Embedding 2
Compare Google and Google AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini 2.5 Pro
Gemini Embedding 2
Cost Differences
Gemini Embedding 2 costs less than Gemini 2.5 Pro
Feature Comparison
| Feature | Gemini 2.5 Pro | Gemini Embedding 2 |
|---|---|---|
| Provider | ||
| Input Price | $1.25/1M tokens | $0.20/1M tokens |
| Output Price | $10.00/1M tokens | $0.20/1M tokens |
| Context Window | 2,000,000 tokens | 8,192 tokens |
| Max Output | 131,072 tokens | 3,072 tokens |
| Category | flagship | embedding |
| Capabilities | textvisionaudiovideocode | textvisionaudiovideoembeddings |
| Release Date | 3/25/2025 | 3/10/2026 |
Gemini 2.5 Pro vs Gemini Embedding 2: Which Should You Choose?
Choosing between Gemini 2.5 Pro and Gemini Embedding 2 depends on your priorities: cost efficiency, context length, or raw capability. Gemini Embedding 2 is the more affordable option at $0.20/1M input tokens — 84% cheaper than Gemini 2.5 Pro. Meanwhile, Gemini 2.5 Pro offers a significantly larger context window at 2,000,000 tokens vs 8,192 for Gemini Embedding 2.
These models target different tiers: Gemini 2.5 Pro is a flagship model while Gemini Embedding 2 is embedding. This means they're optimized for different workloads. Gemini 2.5 Pro is built for complex tasks that require deeper reasoning, while Gemini Embedding 2 offers better value for routine operations.
Output costs matter too. Gemini 2.5 Pro charges $10.00/1M output tokens vs $0.20 for Gemini Embedding 2. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. Gemini Embedding 2 has the edge here at $0.20/1M output tokens.
Multimodal capabilities: Both models support vision (image understanding), so you can send images alongside text prompts with either option.
Best Use Cases
Choose Gemini 2.5 Pro when:
- • You need a larger context window (2,000,000 tokens)
- • You need longer outputs (up to 131,072 tokens)
- • You're already using Google's API ecosystem
Choose Gemini Embedding 2 when:
- • Budget is a primary concern
- • You're already using Google's API ecosystem
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Gemini 2.5 Pro (Google)
Gemini Embedding 2 (Google)
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