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 | π§ π§ π§ π§ | β‘β‘ | β β (1 credit) | β | Balanced cost, great reasoning, fast. Use as default. |
GPT-4.1 / o4-mini | Quality + low cost | π§ π§ π§ | β‘β‘β‘ | β β β (0.251 credit) | β | Great for budget workloads. |
SWE-1 / SWE-1-lite | SWE-specific logic/code | π§ π§ π§ π§ | β‘ | β | β (SWE-1 only) | Ideal for SWE reasoning and interviews. |
Claude 3.7 Sonnet | Deep reasoning/writing | π§ π§ π§ π§ π§ | β‘ | βπͺ | β | Great creative, reflective tasks. Not as coding-focused. |
Claude 3.7 (Thinking) | Long tasks, deep chains | π§ π§ π§ π§ π§ π§ | π | βπͺ | β | Use for complex reasoning when accuracy > speed. |
Gemini 2.5 Flash | Speed, cheap tasks | π§ π§ | β‘β‘β‘β‘ | β β β β | β | Good for summarizing, basic lookup. |
Gemini 2.5 Pro | Multi-modal + reasoning | π§ π§ π§ π§ | β‘β‘ | β (0.751) | β | Good for visual+text combos. |
xAI Grok-3 | Code + logic (Twitter stack) | π§ π§ π§ | β‘β‘ | β | β | Early but promisingβgreat for Elon-stack apps. |