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Gemini 2.5 Pro Experimental vs Claude 3 Opus

Compare pricing, context windows, and strengths for Gemini 2.5 Pro Experimental by Google and Claude 3 Opus by Anthropic - and see how to put either to work in Appaca.

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Gemini 2.5 Pro Experimental

Google's most advanced thinking model, leading benchmarks in reasoning, science, math, and coding with a massive multimodal context window.

View Gemini 2.5 Pro Experimental
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Claude 3 Opus

The most intelligent Claude 3 model, built for highly complex reasoning, analysis, and open-ended problem solving across any domain.

View Claude 3 Opus

Gemini 2.5 Pro Experimental vs Claude 3 Opus at a glance

Specs and pricing side by side, from the Appaca AI models directory.

Spec Gemini 2.5 Pro Experimental Claude 3 Opus
Provider Google Anthropic
Model type Text Text
Context window 1.05M tokens 200K tokens
Input price $1.5 / 1M tokens $15 / 1M tokens
Output price $6 / 1M tokens $75 / 1M tokens
Status Current Superseded by Claude 4.1 Opus
Key differences

How Gemini 2.5 Pro Experimental and Claude 3 Opus differ

What the numbers mean in practice when choosing between Gemini 2.5 Pro Experimental and Claude 3 Opus.

  • Gemini 2.5 Pro Experimental is 90% cheaper on input tokens ($1.5 vs $15 per million), which adds up quickly in document-heavy workloads.

  • Gemini 2.5 Pro Experimental is 92% cheaper on output tokens ($6 vs $75 per million) - the bigger factor for tools that generate long documents.

  • Gemini 2.5 Pro Experimental's 1.05M tokens context window is roughly 5.2x larger than Claude 3 Opus's 200K tokens, so it can work across bigger codebases, contracts, or archives in one pass.

  • Claude 3 Opus has been superseded by Claude 4.1 Opus - for new builds, consider the newer model first.

Strengths side by side

Where each model shines, according to benchmarks and provider positioning.

Gemini 2.5 Pro Experimental

1. State-of-the-art reasoning performance

  • #1 on LMArena human preference leaderboard.
  • Excels at advanced reasoning benchmarks like GPQA and AIME 2025.
  • Achieves 18.8% on Humanity's Last Exam (no tools), representing frontier human-level reasoning.

2. New “thinking model” architecture

  • Built with explicit reasoning steps internally before responding.
  • Handles complex, multi-stage logic with higher accuracy and fewer hallucinations.

3. Elite science and mathematics capabilities

  • Leads in math and science tasks across industry benchmarks.
  • High performance without costly inference tricks like majority voting.

4. Exceptional coding abilities

  • Major leap over Gemini 2.0 in coding performance.
  • 63.8% on SWE-Bench Verified with custom agent setup.
  • Strong at code transformation, debugging, and building agentic apps.
  • Capable of generating full applications (e.g., a playable video game) from a single-line prompt.

5. Massive multimodal context

  • Ships with a 1,000,000 token window (2M coming soon).
  • Handles entire documents, datasets, video sequences, audio files, and large codebases.
  • Maintains strong performance even at extreme context lengths.

6. Native multimodality across all inputs

  • Understands and reasons over text, images, audio, video, and code.
  • Designed for real-world, multi-source problem-solving and agent workflows.

7. Consistent high-quality outputs

  • Improved post-training results in more accurate, coherent, and stylistically strong responses.
  • Higher reliability across complex workloads.

8. Early availability for developers

  • Available today in Google AI Studio for experimentation.
  • Coming soon to Vertex AI with higher rate limits and production-ready access.

Claude 3 Opus

1. Intelligence & Reasoning

  • Highest capability in the Claude 3 family
  • Near-human comprehension and fluency
  • Excels at MMLU, GPQA, GSM8K, advanced reasoning tasks

2. Complex Problem Solving

  • Best for research, strategy, multi-step planning
  • Handles ambiguous, open-ended tasks with ease

3. Vision & Multimodal Capabilities

  • Strong chart/graph understanding
  • Processes documents, technical diagrams, and dense visual data

4. Recall & Long-Context Reasoning

  • Near-perfect recall (>99% on NIAH benchmark)
  • Handles very large documents and multi-file workflows

5. Enterprise-Grade Accuracy

  • Significantly reduced hallucinations
  • High correctness rate for factual queries
Appaca

Use Gemini 2.5 Pro Experimental or Claude 3 Opus - or both

Appaca is the AI workspace for operators. Build internal tools and AI co-workers powered by Gemini 2.5 Pro Experimental or Claude 3 Opus - connected to your real data and ready for your whole team. No code, no deployment.

Describe it, and it's built

Tell the Appaca agent the internal tool you need and it builds a working app powered by Gemini 2.5 Pro Experimental or Claude 3 Opus. No code, no API keys, no deployment.

Switch models without rebuilding

Start on Gemini 2.5 Pro Experimental, test the same tool on Claude 3 Opus, and keep whichever performs better - the rest of your app stays exactly as it is.

Automated for the whole team

Schedule tools to run on autopilot - daily digests, weekly reports, real-time triggers - and share them with your whole team from one workspace.

Describe it, and it's built

Tell the Appaca agent what your team needs and it builds a working app powered by Gemini 2.5 Pro Experimental or Claude 3 Opus - connected to the tools you already use.

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FAQs

Is Gemini 2.5 Pro Experimental cheaper than Claude 3 Opus?

Gemini 2.5 Pro Experimental is generally cheaper: $1.5 input / $6 output per million tokens, versus $15 / $75 for Claude 3 Opus. Actual cost depends on how many tokens your workload reads and writes.

Which has the larger context window, Gemini 2.5 Pro Experimental or Claude 3 Opus?

Gemini 2.5 Pro Experimental has the larger context window at 1.05M tokens, compared to 200K tokens for Claude 3 Opus. A larger window means the model can consider more text at once - useful for long contracts, codebases, or months of records.

Should I use Gemini 2.5 Pro Experimental or Claude 3 Opus?

It depends on the job. Compare the pricing, context window, and strengths above against your workload - and remember the choice isn't permanent. In Appaca you can build a tool on Gemini 2.5 Pro Experimental, test the same tool on Claude 3 Opus, and switch at any time without rebuilding anything.

Can I use Gemini 2.5 Pro Experimental and Claude 3 Opus without writing code?

Yes. Appaca is a no-code AI workspace: describe the internal tool your team needs and the Appaca agent builds it as a working app powered by Gemini 2.5 Pro Experimental, Claude 3 Opus, or any other model in the directory - with a built-in database, team access, and integrations. No API keys to wire up and nothing to deploy.

Build AI tools with Gemini 2.5 Pro Experimental or Claude 3 Opus

Describe the tool your team needs and get a working app powered by the model you choose - with a built-in database, team access, and integrations. No code, no deployment.