Discourse Analyzer Advanced gives you a range of AI models, each designed for different needs and research depths. The model you pick affects the speed, credit consumption, and detail level of your analysis.
Model Options #
- Explorer Lite
Fast and lightweight. Good for quick scans, short texts, keyword spotting, or basic sentiment. Uses the least credits and gives the fastest answers. - Analyst Core
Balanced for standard tasks. Handles most discourse analysis jobs with decent accuracy and efficiency. Great if you want more than the basics but don’t need deep investigation. - Investigator Pro
The default model. Strong at nuance, argument structure, and multi-source input. Offers a good mix of depth and credit usage. - Strategist Max
High-performance and thorough. Designed for complex logic, layered analysis, and subtle rhetorical strategies. Requires more credits and processing time. - Context Weaver (No Thinking)
Integrates content from many sources for strong, focused answers. It’s output-oriented, skipping deep reasoning for speed and clarity. - Context Weaver (Thinking)
Works like Context Weaver, but adds internal reasoning to improve coherence and inference quality. This step isn’t visible, but you’ll notice better logical flow. Slightly higher credit cost. - Visionary Apex
The most advanced model. Excels at open-ended questions, huge input sets, and abstract discourse patterns. It uses the most credits and takes longer but delivers the deepest, most creative analysis.
Choosing the Right Model #
- Speed vs. Depth:
Lighter models answer quickly and use fewer credits. Heavy models deliver deeper insights, but cost more and take longer. - Context Size Matters:
The more sources you enable, the more context the model processes. Large projects or big prompts will always take extra time, no matter which model you pick.
Practical Tips #
- Use lighter models for quick tasks, basic checks, or when credits are limited.
- Switch to deeper models when you need detailed interpretation, argument mapping, or advanced synthesis.
- For best results, keep your source list focused. More sources mean more context, which increases both credit use and response time.
Summary #
Pick the model that fits your analysis goal. Start with lighter models when speed is key, and move up to heavier models for complex, multi-layered research. Remember, the more sources you use, the longer and costlier your analysis will be.
