Why Triple AI Screening Beats Single-Model Scoring

When you ask a single AI model to score a candidate, you get one opinion. That opinion might be brilliant — or it might be biased by the model's training data, its interpretation of the job requirements, or its inherent preferences for certain resume formats.

You'd never make a hiring decision based on one interviewer's opinion. Why would you trust one AI?

The Problem with Single-Model Screening

Every AI model has blind spots. Claude might weigh communication skills heavily. GPT might favor candidates with specific technical keywords. Gemini might interpret years of experience differently. None of them are wrong — they just have different perspectives.

The danger is that you don't know which perspective you're getting. A candidate who scores 45 on one model might score 85 on another. Without seeing both scores, you'd either reject a great candidate or advance a weak one.

How Triple Screening Works

TriScreen sends every resume to three models simultaneously: Claude, GPT, and Gemini. Each model independently scores the candidate on a 0-100 scale. Then TriScreen computes a composite score and checks for split opinions.

A split opinion occurs when the scores diverge by more than 15 points. This is a signal that the candidate deserves a closer look — something about their resume is being interpreted differently by different models.

Why Consensus Matters

When all three models agree that a candidate scores 80+, you can be confident in advancing them. When all three agree on a score below 50, you can confidently reject. The candidates in between — especially those with split opinions — are where your human judgment adds the most value.

Triple screening doesn't replace your judgment. It gives you three data points instead of one, so your judgment is better informed.

The Cost Argument

"But three models cost three times as much!" True — and it's still cheaper than most single-model tools. TriScreen uses your own API keys, so you pay the AI providers directly. Screening 100 resumes with three models costs $5-30 depending on the tier. Most single-model tools charge $10+ per 100 resumes with opaque "AI credits."