Gemini 2.5 Pro
Google • text+image+file+audio+video->text
Context Window1.0M
Knowledge CutoffJun 17, 2025
Gemini 2.5 Pro vs Claude 3.7 Sonnet
Gemini 2.5 Pro for large codebase and document reasoning, Claude 3.7 Sonnet for coding agents and production reliability.
Open model page
Claude 3.7 Sonnet
Anthropic • text+image+file->text
Context Window200K
Knowledge CutoffFeb 24, 2025
Editorial Verdict
Claude 3.7 Sonnet wins on code quality; Gemini 2.5 Pro wins on repository-scale context.
Claude 3.7 Sonnet and Gemini 2.5 Pro are both excellent for coding, with slight specializations. Claude 3.7 Sonnet has the edge in code quality and instruction following precision. Gemini 2.5 Pro has the edge in massive codebase context (1M tokens) and native code execution. For code quality, choose Claude. For processing entire large repositories at once, choose Gemini.
Gemini 2.5 Pro
- 1M token context for processing entire large repositories at once
- Native code execution for testing and validating generated code
- Strong coding performance combined with multimodal reasoning
Best for: Large codebase analysis and repository-scale code understanding
Claude 3.7 Sonnet
- Higher quality code generation with better adherence to specifications
- Superior debugging assistance and multi-file project understanding
- More predictable outputs without the variability seen in some model outputs
Best for: Teams prioritizing code quality, precision, and instruction adherence
Pricing sourced from OpenRouter — updates as their catalog changes.
Pricing Comparison
All values pull from OpenRouter and update as their catalog changes.
| Metric | Gemini 2.5 Pro | Claude 3.7 Sonnet | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $1.25 | $3.00 | 🏆 Gemini 2.5 Pro |
| Output (per 1M tokens) | $10.00 | $15.00 | 🏆 Gemini 2.5 Pro |
| Request fee | N/A | N/A | N/A |
| Image fee | $0.000001 | N/A | 🏆 Gemini 2.5 Pro |
Cost Estimator
Estimate monthly billing using real OpenRouter prices.
Gemini 2.5 Pro Total
$193.75Claude 3.7 Sonnet Total
$330Estimated Monthly Savings: $136.25 with Gemini 2.5 Pro
Capability Signals
Scores are directional estimates from model metadata — not official benchmark results.
Gemini 2.5 ProMMLU Signal (Reasoning)Claude 3.7 Sonnet
92%
87%
Gemini 2.5 ProHumanEval Signal (Coding)Claude 3.7 Sonnet
81%
76%
Gemini 2.5 ProAgentic Tooling SignalClaude 3.7 Sonnet
89%
84%
Gemini 2.5 ProMultimodal SignalClaude 3.7 Sonnet
89%
78%
Capabilities Matrix
Feature highlights for architecture and production fit.
Gemini 2.5 Pro Strengths
- Supports image inputs for multimodal analysis workflows.
- Supports audio and speech scenarios with native modality support.
- Strong tool-calling and structured response support.
Claude 3.7 Sonnet Strengths
- Supports image inputs for multimodal analysis workflows.
- Strong tool-calling and structured response support.
- Large context window for long documents and codebases.
API Implementation
Quick start snippets for each provider style.
Google (Python)
from google import genai client = genai.Client(api_key="YOUR_API_KEY") response = client.models.generate_content( model="google/gemini-2.5-pro", contents="Hello" ) print(response.text)
Anthropic (Python)
import anthropic
client = anthropic.Anthropic()
message = client.messages.create(
model="anthropic/claude-3.7-sonnet",
max_tokens=1024,
messages=[{"role": "user", "content": "Hello"}]
)
print(message.content)Choose Gemini 2.5 Pro when...
- You need low-latency voice and speech workflows with Gemini 2.5 Pro.
- Your application includes visual reasoning and image understanding tasks.
- You process large documents or code repositories in a single prompt.
Choose Claude 3.7 Sonnet when...
- Your application includes visual reasoning and image understanding tasks.
- You process large documents or code repositories in a single prompt.
- You rely on function calling, tool chaining, and structured output contracts.
Frequently Asked Questions
Practical checks before selecting a production model.
Is Gemini 2.5 Pro better than Claude 3.7 Sonnet?
It depends on the workload. Gemini 2.5 Pro and Claude 3.7 Sonnet differ in pricing, context window, and capability mix — see the side-by-side table above for the breakdown.
What's the price difference between Gemini 2.5 Pro and Claude 3.7 Sonnet?
Gemini 2.5 Pro: $1.25 per 1M input tokens. Claude 3.7 Sonnet: $3.00 per 1M input tokens. Output token pricing typically runs 2-5x higher.
Which model is better for coding?
Coding preference depends on your stack and tool-calling needs. Compare the coding signal row, test with your repository tasks, and validate latency in your target region.
Which model is cheaper at scale?
Input and output token pricing can diverge by workload profile. Use the estimator with your monthly request count and token mix to get a realistic cost difference.
Are these official benchmark numbers?
Pricing is live from OpenRouter. Benchmark rows are ModelsAtlas metadata-based signals and should be treated as directional guidance, not official leaderboard scores.
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