Industry-leading general purpose models with strong reasoning capabilities and broad knowledge.
Constitutional AI models known for safety, reliability, and exceptional reasoning abilities.
Google's multimodal models with deep integration of knowledge and reasoning capabilities.
Meta's open-source models offering strong performance with flexible deployment options.
Specialized models with enhanced reasoning and coding capabilities for technical tasks.
TII's open-source models focused on efficiency and multilingual capabilities.
Alibaba's models with strong multilingual support and context handling abilities.
Efficient models balancing performance and resource requirements with specialized variants.
The following table provides a detailed comparison of capabilities and use cases for each LLM in our platform:
| Capability | OpenAI | Anthropic | Gemini | Llama | DeepSeek | Falcon | Qwen | Mistral |
|---|---|---|---|---|---|---|---|---|
| Knowledge | ★★★ | ★★★ | ★★★ | ★★☆ | ★★☆ | ★★☆ | ★★☆ | ★★☆ |
| Reasoning | ★★★ | ★★★ | ★★★ | ★★☆ | ★★★ | ★★☆ | ★★☆ | ★★★ |
| Coding | ★★★ | ★★☆ | ★★☆ | ★★☆ | ★★★ | ★☆☆ | ★★☆ | ★★★ |
| Writing | ★★★ | ★★★ | ★★☆ | ★★☆ | ★☆☆ | ★★☆ | ★★☆ | ★★☆ |
| Logic | ★★★ | ★★☆ | ★★★ | ★★☆ | ★★★ | ★☆☆ | ★★☆ | ★★☆ |
| Multilingual | ★★★ | ★★☆ | ★★★ | ★★☆ | ★☆☆ | ★★★ | ★★★ | ★★☆ |
| Context | 128K | 200K | 32K | 8K | 16K | 4K | 32K | 32K |
| Alignment | ★★★ | ★★★ | ★★★ | ★★☆ | ★★☆ | ★☆☆ | ★★☆ | ★★☆ |
| Best For | General purpose, complex tasks | Safety-first domains, nuance | Research, academic work | Open-source apps | Coding, technical docs | Multilingual applications | Asian language content | Efficient deployment, specialized tasks |
When implementing AI in your organization, consider these key factors to maximize effectiveness:
Match workflows to the specific types of problems you're solving. Not all tasks benefit from the same workflow pattern.
Choose the right expertise profiles for each stage of your workflow to ensure diverse and relevant perspectives.
Whether to optimise performance - increase speed or reduce cost - or meet data compliance needs, choose the right setup for your needs.
Consider assigning different weights to various personas or stages based on relevance to the specific task.
Establish clear metrics to evaluate workflow effectiveness and identify opportunities for optimization.
Consider combining multiple workflow patterns for complex tasks that require different processing stages.
Experience the power of advanced AI orchestration with POCR AI. Choose the right workflow for your specific needs and transform how you leverage artificial intelligence in your organization.
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