Gemini 2.5 Flash vs Gemini Embedding 2
Compare Google and Google AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini 2.5 Flash
Gemini Embedding 2
Cost Differences
Gemini Embedding 2 costs less than Gemini 2.5 Flash
Feature Comparison
| Feature | Gemini 2.5 Flash | Gemini Embedding 2 |
|---|---|---|
| Provider | ||
| Input Price | $0.30/1M tokens | $0.20/1M tokens |
| Output Price | $2.50/1M tokens | $0.20/1M tokens |
| Context Window | 1,000,000 tokens | 8,192 tokens |
| Max Output | 32,768 tokens | 3,072 tokens |
| Category | efficient | embedding |
| Capabilities | textvisionaudiocode | textvisionaudiovideoembeddings |
| Release Date | 5/20/2025 | 3/10/2026 |
Gemini 2.5 Flash vs Gemini Embedding 2: Which Should You Choose?
Choosing between Gemini 2.5 Flash 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 — 33% cheaper than Gemini 2.5 Flash. Meanwhile, Gemini 2.5 Flash offers a significantly larger context window at 1,000,000 tokens vs 8,192 for Gemini Embedding 2.
These models target different tiers: Gemini 2.5 Flash is a efficient model while Gemini Embedding 2 is embedding. This means they're optimized for different workloads. Gemini Embedding 2 targets more demanding workloads, while Gemini 2.5 Flash provides a cost-effective option for everyday tasks.
Output costs matter too. Gemini 2.5 Flash charges $2.50/1M 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 Flash when:
- • You need a larger context window (1,000,000 tokens)
- • You need longer outputs (up to 32,768 tokens)
- • You're already using Google's API ecosystem
- • You're running high-volume, latency-sensitive workloads
Choose Gemini Embedding 2 when:
- • Budget is a primary concern
- • You need more capabilities (video, embeddings)
- • 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 Flash (Google)
Gemini Embedding 2 (Google)
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