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AI Model Comparison Tool
Filter by what matters most - coding, writing, analysis, speed, or cost - and see the strongest pick fast.
Comparison Matrix
Star ratings are directional, based on typical strengths. Use them as a starting point, then validate with your own workflows.
Recommendation
Balanced strength across all categories.
Best for teams needing an all-around performer.
Top score: 4.0 avg
Thoughtful writing and deep reasoning with strong tone control.
Coding
Writing
Analysis
Speed
Cost
Best for
Versatile problem solver for complex coding and tool workflows.
Coding
Writing
Analysis
Speed
Cost
Best for
Balanced performer with strong multimodal and speed traits.
Coding
Writing
Analysis
Speed
Cost
Best for
Open ecosystem favorite for self-hosting and cost control.
Coding
Writing
Analysis
Speed
Cost
Best for
| Model | Coding | Writing | Analysis | Speed | CostLower cost = higher score | Best for |
|---|---|---|---|---|---|---|
Claude Thoughtful writing and deep reasoning with strong tone control. Avg 4Top pick | Claude Coding rating4/5 | Claude Writing rating5/5 | Claude Analysis rating5/5 | Claude Speed rating3/5 | Claude Cost rating3/5 | Long-form writingPolicy-heavy workStrategic analysis |
GPT-4 Versatile problem solver for complex coding and tool workflows. Avg 3.8 | GPT-4 Coding rating5/5 | GPT-4 Writing rating4/5 | GPT-4 Analysis rating5/5 | GPT-4 Speed rating3/5 | GPT-4 Cost rating2/5 | Complex codingTool-driven workflowsAdvanced reasoning |
Gemini Balanced performer with strong multimodal and speed traits. Avg 3.8 | Gemini Coding rating4/5 | Gemini Writing rating4/5 | Gemini Analysis rating4/5 | Gemini Speed rating4/5 | Gemini Cost rating3/5 | Multimodal tasksFast iterationGoogle stack workflows |
Llama Open ecosystem favorite for self-hosting and cost control. Avg 3.6 | Llama Coding rating3/5 | Llama Writing rating3/5 | Llama Analysis rating3/5 | Llama Speed rating4/5 | Llama Cost rating5/5 | Self-hosted AICost controlPrivate data workflows |
Scores are directional and based on common strengths seen in real-world usage. Cost ratings assume a mix of hosted pricing and open deployment options. Always evaluate with your own prompts and data before committing.
Best For
Use these as fast starting points when you need the right model for the job.
Thoughtful writing and deep reasoning with strong tone control.
Strong narrative flow
Reliable context handling
Versatile problem solver for complex coding and tool workflows.
Excellent code quality
Broad ecosystem support
Balanced performer with strong multimodal and speed traits.
Speedy responses
Solid all-around scores
Open ecosystem favorite for self-hosting and cost control.
Lowest cost potential
Customizable deployments
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