Claude 3 Opus vs Gemini Embedding 2
Claude 3 Opus vs Gemini Embedding 2: Gemini Embedding 2 is cheaper for input-heavy usage ($0.20/M vs $15.00/M input tokens), while Claude 3 Opus is better for long-context tasks (200,000 tokens).
Direct answer: choose Gemini Embedding 2 for lower token spend and choose Claude 3 Opus when your workload needs longer context.
Compare input and output token pricing, context windows, and monthly cost estimates on one page so you can pick the cheaper model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Claude 3 Opus
Gemini Embedding 2
Cost Differences
Gemini Embedding 2 costs less than Claude 3 Opus
Quick Recommendation
Winner for direct API pricing: Gemini Embedding 2. At the default workload, Gemini Embedding 2 saves about $156.60/month ($1,905.30/year) versus Claude 3 Opus.
Feature Comparison
| Feature | Claude 3 Opus | Gemini Embedding 2 |
|---|---|---|
| Provider | Anthropic | |
| Input Price | $15.00/1M tokens | $0.20/1M tokens |
| Output Price | $75.00/1M tokens | $0.20/1M tokens |
| Context Window | 200,000 tokens | 8,192 tokens |
| Max Output | 4,096 tokens | 3,072 tokens |
| Category | flagship | embedding |
| Capabilities | textvisionreasoning | textvisionaudiovideoembeddings |
| Release Date | 3/4/2024 | 3/10/2026 |
Claude 3 Opus vs Gemini Embedding 2: Which Should You Choose?
Choosing between Claude 3 Opus 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 — 99% cheaper than Claude 3 Opus. Meanwhile, Claude 3 Opus offers a significantly larger context window at 200,000 tokens vs 8,192 for Gemini Embedding 2.
These models come from different providers — Anthropic and Google — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with Anthropic, switching to Googleinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: Claude 3 Opus is a flagship model while Gemini Embedding 2 is embedding. This means they're optimized for different workloads. Claude 3 Opus is built for complex tasks that require deeper reasoning, while Gemini Embedding 2 offers better value for routine operations.
Output costs matter too. Claude 3 Opus charges $75.00/1M 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 Claude 3 Opus when:
- • You need a larger context window (200,000 tokens)
- • You need longer outputs (up to 4,096 tokens)
- • You're already using Anthropic's API ecosystem
Choose Gemini Embedding 2 when:
- • Budget is a primary concern
- • You need more capabilities (audio, video, embeddings)
- • You're already using Google's API ecosystem
Pros and Caveats at a Glance
Claude 3 Opus
- • Input pricing: $15.00/M tokens
- • Output pricing: $75.00/M tokens
- • Context window: 200,000 tokens
- • Max output: 4,096 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 Claude 3 Opus
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Claude 3 Opus (Anthropic)
Gemini Embedding 2 (Google)
Start using Claude 3 Opus today
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Sign Up for Google →Frequently Asked Questions
Which is cheaper, Claude 3 Opus or Gemini Embedding 2?▼
What is the context window difference between Claude 3 Opus and Gemini Embedding 2?▼
Which model is better for AI Chatbot?▼
Which model has better overall pricing for heavy usage?▼
Where can I compare Anthropic and Google API pricing beyond this model matchup?▼
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