Text Embedding 3 (Small) is 91% cheaper than Gemini 2.0 Flash on blended 3:1 token pricing. Gemini 2.0 Flash costs $0.10/1M in and $0.40/1M out, while Text Embedding 3 (Small) costs $0.02/1M in and $0.00/1M out.
Gemini 2.0 Flash vs Text Embedding 3 (Small)
Compare verified input/output token rates, prompt caching discounts, latency tiers, and context limits between Google and OpenAI.
| Metric / Feature | Gemini 2.0 Flash (Google) | Text Embedding 3 (Small) (OpenAI) |
|---|---|---|
| Input Price ($ / 1M Tokens) | $0.10 | $0.02 |
| Output Price ($ / 1M Tokens) | $0.40 | $0.00 |
| Prompt Caching Input Rate | $0.025/1M | Not Available |
| Blended 3:1 Rate (Production) | $0.175 / 1M | $0.015 / 1M |
| Max Context Window | 128k | 8k |
| Multimodal Vision | ✅ Supported | ❌ Text Only |
| MMLU Benchmark | 84.6% | N/A |
| Throughput & Latency | Ultra-Fast (~110 t/s) | Ultra-Fast |
| Best For | Real-time multimodal voice/video streaming, low-latency agent loops | Vector search, semantic clustering, RAG index creation |
When to Choose Gemini 2.0 Flash
Choose Gemini 2.0 Flash if your workload requires real-time multimodal voice/video streaming, low-latency agent loops. Ideal for teams needing Google's infrastructure and ecosystem tooling.
When to Choose Text Embedding 3 (Small)
Choose Text Embedding 3 (Small) if your primary objective is vector search, semantic clustering, rag index creation. Ideal for scaling high-throughput pipelines with OpenAI.
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