NEWv1.17: Audited & Actionable
Qwairy
Monitoring

Not all models answer the same. Test your brand across every generation.

Compare responses across GPT-5, Claude Opus, Gemini 3, Perplexity Sonar.

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120 credits free. No credit card required.

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The problem

Model generations differ wildly. GPT-4o and GPT-5 answer the same brand query with different recommendations. Premium models (Opus, GPT-5) shape enterprise-buyer impressions while free tiers (4o-mini, Haiku) shape the public conversation. Monitoring only one tier skews your signal.

What it does

Qwairy monitors both web-scraped engines (Core) and token-based premium models (GPT-5, Claude Opus / Sonnet, Gemini 3 Pro, Perplexity Sonar Pro / Reasoning, Grok 4, DeepSeek Reasoner). Get visibility data per model to understand generational drift and premium audience reach.

Inside the feature

  • 38+ individual models across 10+ providers
  • Core (web) vs Premium (API) model split
  • Cross-model response comparison
  • Model-specific sentiment and citation patterns

Why Qwairy is different

Most tools

Aggregate all models of an engine into one metric.

Qwairy

Separate Core (web) and Premium (API) tracking with per-model analytics.

Most tools

Ignore premium model variations.

Qwairy

Track 38+ individual models including GPT-5, Claude Opus and Gemini 3 Pro.

Most tools

Flat model coverage.

Qwairy

Mix Core and Premium per prompt to balance cost vs fidelity.

How it works

1

Choose Core or Premium

Core models use web-scraping (cheaper credits). Premium models use direct API access (higher fidelity, higher cost). Mix freely per prompt.

2

Run prompts across model tiers

Compare how GPT-4o vs GPT-5 vs Claude Opus answer your brand queries. Spot generational drift.

3

Tune the mix by priority

Use Premium on top-priority prompts, Core on long-tail monitoring. Qwairy suggests the optimal mix based on your budget.

Use cases

01

Generational visibility drift

When GPT-5 rolled out, three prompts you dominated disappeared from the response. Catch model-transition regressions within 24 hours.

02

Premium-audience benchmarking

Enterprise buyers use Claude Opus and GPT-5. Run premium-only monitoring to see your visibility with high-intent audiences.

03

Cost-aware coverage

Choose which model tiers justify credit spend. Premium on top-priority prompts, free tier on long-tail monitoring.

FAQ

Frequently Asked Questions

Common questions about Core vs Premium Models.

Premium models are used by enterprise buyers with higher purchase intent. Their perception of your brand shapes pipeline. Tracking only free-tier responses misses that audience.

Yes, typically 3 to 10x more per query. The extra cost is justified when the prompts target high-intent audiences (enterprise sales, investor research).

Within weeks of public availability. Qwairy has shipped support for every major generational release since GPT-4, Claude 3, Gemini 1 and Perplexity Sonar.

Yes. Every workspace includes a sandbox allowance for testing prompts against premium models without burning production credits.

Qwairy notifies you 30 days in advance, auto-remaps historical data to the successor model for comparability, and updates active monitoring seamlessly.

Ready to unlock Core vs Premium Models?

Start free with 120 credits and the full feature set. No credit card required.

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