# Criteria Corp vs iMocha: which do AI models recommend for candidate assessment, September 2026

HR AI Recommendation Index, September 2026 Edition, Candidate assessment. Three of twelve models named Criteria Corp first on the direct prompt; zero named iMocha. Page: https://hr-ai-index.com/talent/candidate-assessment/criteria-corp-vs-imocha/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Criteria Corp | 10% | #2 of 10 | 3% | 33 | 12 of 12 |
| iMocha | 2% | #5 of 10 | 6% | 16 | 10 of 12 |

## The direct prompt, model by model

- Perplexity Sonar: criteria corp first (first choices: Criteria Corp) (alternatives: TestGorilla)
- Kimi K2: criteria corp first (first choices: Criteria Corp, TestGorilla) (alternatives: Plum, The Predictive Index)
- GLM 4.7 FlashX: criteria corp first (first choices: Criteria Corp) (alternatives: Harver, Plum, TestGorilla)
- Claude Haiku 4.5: neither first, one named (first choices: The Predictive Index) (alternatives: Criteria Corp, TestGorilla)
- Gemini 3.5 Flash: neither first, one named (first choices: TestGorilla) (alternatives: Coderbyte, Criteria Corp, Intervue, The Predictive Index, Vervoe)
- Grok 4.1 Fast: neither first, one named (first choices: TestGorilla) (alternatives: Criteria Corp)
- DeepSeek V4 Flash: neither first, one named (first choices: TestGorilla) (alternatives: Criteria Corp, The Predictive Index)
- GPT-5.4 mini: neither named (first choices: TestGorilla) (alternatives: HireVue, Talogy)
- Mistral Small: neither named (first choices: TestGorilla) (alternatives: Adaface, Greenhouse, The Predictive Index)
- Llama 4 Maverick: neither named (first choices: TestGorilla)
- Qwen 3.7 Flash: neither named (first choices: TestGorilla) (alternatives: CodeSignal, HireVue, Talmundo)
- MiniMax M2.5: neither named (first choices: SHL, TestGorilla) (alternatives: Test Partnership)

## What the models said about Criteria Corp

- "Avoid: Criteria Corp appears to require custom quotes with contracts reportedly starting around $5,000-$13,000+ annually" (Kimi K2, budget prompt, hard negative)
- "I'd recommend Criteria Corp if you want the best balance of validated assessments, structured hiring, and mid-market fit" (Perplexity Sonar, paraphrase prompt, first choice)
- "My top recommendation: Start with Criteria Corp if you want a scientifically rigorous, legally defensible solution" (Kimi K2, direct prompt, first choice)
- "Criteria Corp is widely considered the best overall platform" (GLM 4.7 FlashX, direct prompt, first choice)

## What the models said about iMocha

- "Less broad validation for non-tech" (Grok 4.1 Fast, paraphrase prompt, soft negative)
- "Ideal for technical, IT, and digital roles, offering a large library of coding and skills tests." (Mistral Small, paraphrase prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.