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General Use
Chat, Research, Balanced Tasks
Recommended: GPT-4o or Claude 3.7 Sonnet
Best combination of reasoning, cost, and image support
Expert comparison of GPT-4, Claude 3.7, Gemini 2.5, and more. Get detailed performance metrics, cost analysis, and use-case recommendations.
Chat, Research, Balanced Tasks
Recommended: GPT-4o or Claude 3.7 Sonnet
Best combination of reasoning, cost, and image support
Longform, Chain-of-Thought
Recommended: Claude 3.7 Sonnet (Thinking), GPT-4.1
Higher coherence in complex logic
SWE Interviews, Debugging
Recommended: SWE-1 or Claude 3.5/3.7 or GPT-4o
Best performance on HumanEval, SWE-1 excels at LEETCODE-style
Summarization, Low-Cost Agents
Recommended: Gemini 2.5 Flash or o4-mini
Cheapest + fastest with decent output
Image Analysis, Vision Tasks
Recommended: GPT-4o, Gemini 2.5 Pro, Claude 3.7
They handle vision + text well
"Use GPT-4o for balanced greatness. Use Claude 3.7 (Thinking) for deep thoughts. Use Gemini Flash or o4-mini for speed and scale."
| Model Group | Best For | Reasoning/Code | Speed | Cost-Efficiency | Image Support | Notes |
|---|---|---|---|---|---|---|
| GPT-4o | General top-tier use | 🧠🧠🧠🧠 | ⚡⚡ | ✅✅ (1 credit) | ✅ | Balanced cost, great reasoning, fast. Use as default. |
| GPT-4.1 / o4-mini | Quality + low cost | 🧠🧠🧠 | ⚡⚡⚡ | ✅✅✅ (0.251 credit) | ✅ | Great for budget workloads. |
| SWE-1 / SWE-1-lite | SWE-specific logic/code | 🧠🧠🧠🧠 | ⚡ | ✅ | ✅ (SWE-1 only) | Ideal for SWE reasoning and interviews. |
| Claude 3.7 Sonnet | Deep reasoning/writing | 🧠🧠🧠🧠🧠 | ⚡ | ❌🪙 | ✅ | Great creative, reflective tasks. Not as coding-focused. |
| Claude 3.7 (Thinking) | Long tasks, deep chains | 🧠🧠🧠🧠🧠🧠 | 🚀 | ❌🪙 | ✅ | Use for complex reasoning when accuracy > speed. |
| Gemini 2.5 Flash | Speed, cheap tasks | 🧠🧠 | ⚡⚡⚡⚡ | ✅✅✅✅ | ✅ | Good for summarizing, basic lookup. |
| Gemini 2.5 Pro | Multi-modal + reasoning | 🧠🧠🧠🧠 | ⚡⚡ | ✅ (0.751) | ✅ | Good for visual+text combos. |
| xAI Grok-3 | Code + logic (Twitter stack) | 🧠🧠🧠 | ⚡⚡ | ✅ | ❌ | Early but promising—great for Elon-stack apps. |