{"id":256548,"date":"2025-05-25T15:58:27","date_gmt":"2025-05-25T15:58:27","guid":{"rendered":"https:\/\/peraltafinancing.com\/analytics\/find-the-best-ai-for-coding\/"},"modified":"2025-05-25T15:58:27","modified_gmt":"2025-05-25T15:58:27","slug":"find-the-best-ai-for-coding","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=256548","title":{"rendered":"Find the Best AI for Coding"},"content":{"rendered":"


\n<\/p>\n

Benchmark illustrates models\u2019 capabilities like coding and reasoning. \u2019s result reflects he model\u2019s performance over various domains available on data on agentic coding, math, reasoning, and tool use.<\/span><\/p>\n

\n\n\n\n\n\n\n\n\n\n\n\n\n
Benchmark<\/b><\/td>\nClaude 4 Opus<\/b><\/td>\nClaude 4 Sonnet<\/b><\/td>\nGPT-4o<\/b><\/td>\nGemini 2.5 Pro<\/b><\/td>\n<\/tr>\n
HumanEval (Code Gen)<\/b><\/td>\nNot Available<\/span><\/td>\nNot Available<\/span><\/td>\n74.8%<\/span><\/td>\n75.6%<\/span><\/td>\n<\/tr>\n
GPQA (Graduate Reasoning)<\/b><\/td>\n83.3%<\/span><\/td>\n83.8%<\/span><\/td>\n83.3%<\/span><\/td>\n83.0%<\/span><\/td>\n<\/tr>\n
MMLU (World Knowledge)<\/b><\/td>\n88.8%<\/span><\/td>\n86.5%<\/span><\/td>\n88.7%<\/span><\/td>\n88.6%<\/span><\/td>\n<\/tr>\n
AIME 2025 (Math)<\/b><\/td>\n90.0%<\/span><\/td>\n85.0%<\/span><\/td>\n88.9%<\/span><\/td>\n83.0%<\/span><\/td>\n<\/tr>\n
SWE-bench (Agentic Coding)<\/b><\/td>\n72.5%<\/span><\/td>\n72.7%<\/span><\/td>\n69.1%<\/span><\/td>\n63.2%<\/span><\/td>\n<\/tr>\n
TAU-bench (Tool Use)<\/b><\/td>\n81.4%<\/span><\/td>\n80.5%<\/span><\/td>\n70.4%<\/span><\/td>\nNot Available<\/span><\/td>\n<\/tr>\n
Terminal-bench (Coding)<\/b><\/td>\n43.2%<\/span><\/td>\n35.5%<\/span><\/td>\n30.2%<\/span><\/td>\n25.3%<\/span><\/td>\n<\/tr>\n
MMMU (Visual Reasoning)<\/b><\/td>\n76.5%<\/span><\/td>\n74.4%<\/span><\/td>\n82.9%<\/span><\/td>\n79.6%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

In this, Claude 4 generally excels in coding, GPT-4o in reasoning, and Gemini 2.5 Pro offers strong, balanced performance across different modalities. For more information, please visit <\/span>here<\/span><\/a>.<\/span><\/p>\n

Overall Analysis<\/span><\/h3>\n

Here\u2019s what we\u2019ve learned about these advanced closing models, based on the above points of comparison:<\/span><\/p>\n

    \n
  • We found that Claude 4 excels in coding, math, and tool use, but it is also the most expensive one.<\/span><\/li>\n
  • GPT-4o excels at reasoning and multimodal support, handling different input formats, making it an ideal choice for more advanced and complex assistants.<\/span><\/li>\n
  • Meanwhile, Gemini 2.5 Pro offers a strong and balanced performance with the largest context window and the most cost-effective pricing.<\/span><\/li>\n<\/ul>\n

    Claude 4 vs GPT-4o vs Gemini 2.5 Pro: Coding Capabilities<\/span><\/h2>\n

    Now we will compare the code-writing capabilities of Claude 4, GPT-4o, and Gemini 2.5 Pro. For that, we are going to give the same prompt to all three models and evaluate their responses on the following metrics:<\/span><\/p>\n

      \n
    • Efficiency<\/span><\/li>\n
    • Readability<\/span><\/li>\n
    • Comment and Documentation<\/span><\/li>\n
    • Error Handling<\/span><\/li>\n<\/ul>\n

      Task 1: Design Playing Cards with HTML, CSS, and JS<\/span><\/h3>\n

      Prompt: \u201c<\/b>Create an interactive webpage that displays a collection of WWE Superstar flashcards using HTML, CSS, and JavaScript. Each card should represent a WWE wrestler, and must include a front and back side. On the front, display the wrestler\u2019s name and image. On the back, show additional stats such as their finishing move, brand, and championship titles. The flashcards should have a flip animation when hovered over or clicked.<\/span><\/i><\/p>\n

      Additionally, add interactive controls to make the page dynamic: a button that shuffles the cards, and another that shows a random card from the deck. The layout should be visually appealing and responsive for different screen sizes. Bonus points if you include sound effects like entrance music when a card is flipped.<\/span><\/i><\/p>\n

      Key Features to Implement:<\/span><\/i><\/p>\n

        \n
      • Front of card: wrestler\u2019s name + image<\/span><\/i><\/li>\n
      • Back of card: stats (e.g., finisher, brand, titles)<\/span><\/i><\/li>\n
      • Flip animation using CSS or JS<\/span><\/i><\/li>\n
      • \u201cShuffle\u201d button to randomly reorder cards<\/span><\/i><\/li>\n
      • \u201cShow Random Superstar\u201d button<\/span><\/i><\/li>\n
      • Responsive design.<\/span><\/i>\u201d<\/b><\/li>\n<\/ul>\n

        Claude 4\u2019s Response:<\/b><\/p>\n

        \n