Claude Opus 4.7 vs Gemini Embedding 2

Claude Opus 4.7 vs Gemini Embedding 2: Gemini Embedding 2 is cheaper for input-heavy usage ($0.20/M vs $5.00/M input tokens), while Claude Opus 4.7 is better for long-context tasks (1,000,000 tokens).

Direct answer: choose Gemini Embedding 2 for lower token spend and choose Claude Opus 4.7 when your workload needs longer context.

Common pricing searches covered on this page: Claude Opus 4.7 vs Gemini Embedding 2 • Claude Opus 4.7 vs Gemini Embedding 2 pricing • Claude Opus 4.7 vs Gemini Embedding 2 API pricing and opus 4 7 vs embedding 2 pricing.

Anthropic

Claude Opus 4.7

Google

Gemini Embedding 2

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Claude Opus 4.7 pricing page Gemini Embedding 2 pricing page Anthropic provider overview Google provider overview

Cost Comparison (1000 input + 500 output tokens, 100 requests/day)

Claude Opus 4.7

Per Request:$0.0175

Daily:$1.75

Monthly:$52.50

Yearly:$638.75

Gemini Embedding 2

Per Request:$0.000300

Daily:$0.03

Monthly:$0.90

Yearly:$10.95

Cost Differences

$0.0172

Per Request

$1.72

Daily

$51.60

Monthly

$627.80

Yearly

Gemini Embedding 2 costs less than Claude Opus 4.7

Quick Recommendation

Winner for direct API pricing: Gemini Embedding 2. At the default workload, Gemini Embedding 2 saves about $51.60/month ($627.80/year) versus Claude Opus 4.7.

Claude Opus 4.7 full pricing breakdown Gemini Embedding 2 full pricing breakdown Anthropic API pricing details Google API pricing details Anthropic vs Google API pricing Codex Mini vs Claude Opus 4.7 Codex Mini vs Claude Opus 4.6

Feature Comparison

Feature	Claude Opus 4.7	Gemini Embedding 2
Provider	Anthropic	Google
Input Price	$5.00/1M tokens	$0.20/1M tokens
Output Price	$25.00/1M tokens	$0.20/1M tokens
Context Window	1,000,000 tokens	8,192 tokens
Max Output	128,000 tokens	3,072 tokens
Category	flagship	embedding
Capabilities	textvisionreasoningcode	textvisionaudiovideoembeddings
Release Date	4/16/2026	3/10/2026

Claude Opus 4.7 vs Gemini Embedding 2: Which Should You Choose?

Choosing between Claude Opus 4.7 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 — 96% cheaper than Claude Opus 4.7. Meanwhile, Claude Opus 4.7 offers a significantly larger context window at 1,000,000 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 Opus 4.7 is a flagship model while Gemini Embedding 2 is embedding. This means they're optimized for different workloads. Claude Opus 4.7 is built for complex tasks that require deeper reasoning, while Gemini Embedding 2 offers better value for routine operations.

Output costs matter too. Claude Opus 4.7 charges $25.00/1M 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 Opus 4.7 when:

• You need a larger context window (1,000,000 tokens)
• You need longer outputs (up to 128,000 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 Opus 4.7

• Input pricing: $5.00/M tokens
• Output pricing: $25.00/M tokens
• Context window: 1,000,000 tokens
• Max output: 128,000 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 Claude Opus 4.7

Try Different Scenarios

Use the calculator below to see how costs change with different usage patterns

Claude Opus 4.7 (Anthropic)

Cost Calculator

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Model

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Requests/Day

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Gemini Embedding 2 (Google)

Cost Calculator

Provider

Model

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Requests/Day

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Start using Claude Opus 4.7 today

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Frequently Asked Questions

Which is cheaper, Claude Opus 4.7 or Gemini Embedding 2?▼

Gemini Embedding 2 is cheaper for input tokens at $0.20 per million tokens vs $5.00 for Claude Opus 4.7 — that's 96% savings on input costs.

What is the context window difference between Claude Opus 4.7 and Gemini Embedding 2?▼

Claude Opus 4.7 supports 1,000,000 tokens while Gemini Embedding 2 supports 8,192 tokens — a difference of 991,808 tokens in favor of Claude Opus 4.7.

Which model is better for AI Chatbot?▼

Both models support text. For ai chatbot, Gemini Embedding 2 is the lower-cost option, while Claude Opus 4.7 offers a larger context window (1,000,000 vs 8,192 tokens). Choose Gemini Embedding 2 for budget sensitivity or Claude Opus 4.7 for longer context tasks.

Which model has better overall pricing for heavy usage?▼

At 100 requests/day with 1,000 input and 500 output tokens each, Claude Opus 4.7 costs about $52.50/month and Gemini Embedding 2 costs about $0.90/month. Overall, Gemini Embedding 2 has lower combined input + output rates ($0.20 in, $0.20 out) vs Claude Opus 4.7.

Where can I compare Anthropic and Google API pricing beyond this model matchup?▼

See the Anthropic vs Google provider comparison page for lineup-level averages, then review each model page for exact per-token rates.