DeepSeek V4 Pro vs Gemini Embedding 2
DeepSeek V4 Pro vs Gemini Embedding 2: Gemini Embedding 2 is cheaper for input-heavy usage ($0.20/M vs $0.435/M input tokens), while DeepSeek V4 Pro is better for long-context tasks (1,000,000 tokens).
Direct answer: choose Gemini Embedding 2 for lower token spend and choose DeepSeek V4 Pro when your workload needs longer context.
Common pricing searches covered on this page: DeepSeek V4 Pro vs Gemini Embedding 2 • DeepSeek V4 Pro vs Gemini Embedding 2 pricing • DeepSeek V4 Pro vs Gemini Embedding 2 API pricing and v4 pro vs embedding 2 pricing.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
DeepSeek V4 Pro
Gemini Embedding 2
Cost Differences
Gemini Embedding 2 costs less than DeepSeek V4 Pro
Quick Recommendation
Winner for direct API pricing: Gemini Embedding 2. At the default workload, Gemini Embedding 2 saves about $1.71/month ($20.805/year) versus DeepSeek V4 Pro.
Feature Comparison
| Feature | DeepSeek V4 Pro | Gemini Embedding 2 |
|---|---|---|
| Provider | DeepSeek | |
| Input Price | $0.435/1M tokens | $0.20/1M tokens |
| Output Price | $0.87/1M tokens | $0.20/1M tokens |
| Context Window | 1,000,000 tokens | 8,192 tokens |
| Max Output | 384,000 tokens | 3,072 tokens |
| Category | flagship | embedding |
| Capabilities | textcodereasoning | textvisionaudiovideoembeddings |
| Release Date | 4/24/2026 | 3/10/2026 |
DeepSeek V4 Pro vs Gemini Embedding 2: Which Should You Choose?
Choosing between DeepSeek V4 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 — 54% cheaper than DeepSeek V4 Pro. Meanwhile, DeepSeek V4 Pro offers a significantly larger context window at 1,000,000 tokens vs 8,192 for Gemini Embedding 2.
These models come from different providers — DeepSeek and Google — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with DeepSeek, switching to Googleinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: DeepSeek V4 Pro is a flagship model while Gemini Embedding 2 is embedding. This means they're optimized for different workloads. DeepSeek V4 Pro is built for complex tasks that require deeper reasoning, while Gemini Embedding 2 offers better value for routine operations.
Output costs matter too. DeepSeek V4 Pro charges $0.87/1M 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: Gemini Embedding 2 supports vision (image inputs) while DeepSeek V4 Pro is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose DeepSeek V4 Pro when:
- • You need a larger context window (1,000,000 tokens)
- • You need longer outputs (up to 384,000 tokens)
- • You're already using DeepSeek's API ecosystem
Choose Gemini Embedding 2 when:
- • Budget is a primary concern
- • You need more capabilities (vision, audio, video, embeddings)
- • You're already using Google's API ecosystem
Pros and Caveats at a Glance
DeepSeek V4 Pro
- • Input pricing: $0.435/M tokens
- • Output pricing: $0.87/M tokens
- • Context window: 1,000,000 tokens
- • Max output: 384,000 tokens
Watch out for
- • Higher input cost than Gemini Embedding 2
- • Higher output cost than Gemini Embedding 2
Gemini Embedding 2
- • Input pricing: $0.20/M tokens
- • Output pricing: $0.20/M tokens
- • Context window: 8,192 tokens
- • Max output: 3,072 tokens
Watch out for
- • Smaller context window than DeepSeek V4 Pro
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
DeepSeek V4 Pro (DeepSeek)
Gemini Embedding 2 (Google)
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