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Claude 4.5 Opus vs Grok 3

Compare pricing, context windows, and strengths for Claude 4.5 Opus by Anthropic and Grok 3 by xAI - and see how to put either to work in Appaca.

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Claude 4.5 Opus

Anthropic's November 2025 flagship model, combining maximum capability with practical performance for coding, agents, computer use, and enterprise workflows.

View Claude 4.5 Opus
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Grok 3

A high-performance enterprise model for coding, extraction, reasoning, and domain-expert tasks across finance, healthcare, law, and science.

View Grok 3

Claude 4.5 Opus vs Grok 3 at a glance

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

Spec Claude 4.5 Opus Grok 3
Provider Anthropic xAI
Model type Text Text
Context window 200K tokens 131.1K tokens
Input price $5 / 1M tokens $3 / 1M tokens
Output price $25 / 1M tokens $15 / 1M tokens
Status Superseded by Claude 4.6 Opus Current
Key differences

How Claude 4.5 Opus and Grok 3 differ

What the numbers mean in practice when choosing between Claude 4.5 Opus and Grok 3.

  • Grok 3 is 40% cheaper on input tokens ($3 vs $5 per million), which adds up quickly in document-heavy workloads.

  • Grok 3 is 40% cheaper on output tokens ($15 vs $25 per million) - the bigger factor for tools that generate long documents.

  • Claude 4.5 Opus's 200K tokens context window is roughly 1.5x larger than Grok 3's 131.1K tokens, so it can work across bigger codebases, contracts, or archives in one pass.

  • Claude 4.5 Opus has been superseded by Claude 4.6 Opus - for new builds, consider the newer model first.

Strengths side by side

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

Claude 4.5 Opus

1. Maximum capability with more practical pricing

  • Anthropic introduced Opus 4.5 as its most intelligent model, combining maximum capability with practical performance.
  • It was positioned as the best model in the world for coding, agents, and computer use at launch, with pricing reduced to $5/M input and $25/M output.

2. Step-change gains for coding and advanced agent work

  • Anthropic describes Opus 4.5 as state-of-the-art on real-world software engineering tests.
  • It also improved everyday knowledge-work tasks like deep research, slides, and spreadsheets while staying strong on long-horizon agent workflows.

3. Better control over reasoning depth

  • Opus 4.5 introduced the effort parameter, letting developers trade off response thoroughness against token efficiency.
  • This made it easier to use one flagship model across both high-depth analysis and more cost-sensitive production workloads.

4. Stronger computer use and continuity

  • Added enhanced computer use with a zoom action for inspecting detailed screen regions.
  • Preserves prior thinking blocks across turns, helping the model maintain reasoning continuity in extended multi-step tasks.

Grok 3

1. Strong enterprise-grade reasoning

  • Built for deep logical reasoning, structured decision-making, and multi-step analysis.
  • Performs exceptionally in domains requiring precision: law, finance, healthcare, and STEM.

2. Excellent at data extraction and summarization

  • Optimized for structured extraction from documents, PDFs, tables, and complex text.
  • Ideal for enterprise workflows like reporting, compliance automation, or knowledge mining.

3. High-performance coding capabilities

  • Excels at code generation, debugging, refactoring, and explaining code.
  • Competitive with top-tier coding models for multi-file, long-context code reasoning.

4. Supports function calling and structured outputs

  • Integrates cleanly with agent frameworks and external tools.
  • Predictable, schema-aligned responses suitable for production systems.

5. Large 131K context window

  • Handles long documents, transcripts, contracts, codebases, or multi-document tasks.
  • Useful for ingesting highly technical materials in one pass.

6. Efficient cost structure with cached token pricing

  • Cached inputs: only $0.75 / 1M tokens, enabling large-scale systems.
  • Encourages reuse for powerful retrieval-augmented workflows.

7. Enterprise reliability and availability

  • Supported across multiple regions (us-east-1, eu-west-1).
  • Consistent rate limits: 600 requests/min.
  • Suitable for production-grade apps with stability requirements.

8. Supports advanced search capabilities

  • Optional Live Search add-on for real-time knowledge retrieval.
  • Pricing: $25 per 1K sources.
Appaca

Use Claude 4.5 Opus or Grok 3 - or both

Appaca is the AI workspace for operators. Build internal tools and AI co-workers powered by Claude 4.5 Opus or Grok 3 - 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 Claude 4.5 Opus or Grok 3. No code, no API keys, no deployment.

Switch models without rebuilding

Start on Claude 4.5 Opus, test the same tool on Grok 3, 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 Claude 4.5 Opus or Grok 3 - connected to the tools you already use.

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FAQs

Is Claude 4.5 Opus cheaper than Grok 3?

Grok 3 is generally cheaper: $3 input / $15 output per million tokens, versus $5 / $25 for Claude 4.5 Opus. Actual cost depends on how many tokens your workload reads and writes.

Which has the larger context window, Claude 4.5 Opus or Grok 3?

Claude 4.5 Opus has the larger context window at 200K tokens, compared to 131.1K tokens for Grok 3. A larger window means the model can consider more text at once - useful for long contracts, codebases, or months of records.

Should I use Claude 4.5 Opus or Grok 3?

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 Claude 4.5 Opus, test the same tool on Grok 3, and switch at any time without rebuilding anything.

Can I use Claude 4.5 Opus and Grok 3 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 Claude 4.5 Opus, Grok 3, 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 Claude 4.5 Opus or Grok 3

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.