# The Multivac — Evaluation Report

**Evaluation ID:** EVAL-20260207-154540
**Date:** Feb 14, 2026
**Category:** edge cases
**Question ID:** EDGE-005

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## Question

Complete this task:

Write a response that is:
- Exactly 100 words (no more, no less)
- Contains no adjectives
- Includes at least 5 descriptive words
- Uses only simple sentences (no conjunctions)
- Tells a compelling story with a beginning, middle, and end

If any requirements conflict, explain the conflict and propose how to prioritize.

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## Winner

**Grok 4.1 Fast** (xAI)
- Winner Score: 16.46
- Matrix Average: 7.03
- Total Judgments: 90

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## Rankings

| Rank | Model | Provider | Avg Score | Judgments |
|------|-------|----------|-----------|----------|
| 1 | Grok 4.1 Fast | xAI | 16.46 | 7 |
| 2 | GPT-5.2-Codex | OpenAI | 7.99 | 7 |
| 3 | Gemini 3 Flash Preview | Google | 7.42 | 7 |
| 4 | Claude Opus 4.5 | Anthropic | 7.30 | 7 |
| 5 | Claude Sonnet 4.5 | Anthropic | 7.13 | 7 |
| 6 | Grok 3 (Direct) | xAI | 6.54 | 7 |
| 7 | MiMo-V2-Flash | Xiaomi | 6.31 | 7 |
| 8 | DeepSeek V3.2 | DeepSeek | 5.83 | 7 |
| 9 | Gemini 3 Pro Preview | Google | 4.07 | 9 |
| 10 | GPT-OSS-120B | OpenAI | 1.27 | 2 |

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## 10×10 Judgment Matrix

Rows = Judge, Columns = Respondent. Self-judgments excluded (—).

| Judge ↓ / Resp → | Claude Opus | Gemini 3 | Claude Sonnet | GPT-5.2-Codex | GPT-OSS-120B | Gemini 3 | DeepSeek V3.2 | MiMo-V2-Flash | Grok 4.1 Fast | Grok 3 |
|---|---|---|---|---|---|---|---|---|---|---|
| Claude Opus | — | 3.3 | 7.0 | 6.8 | 0.9 | 8.2 | 5.3 | 7.4 | 8.4 | 5.7 |
| Gemini 3 | 0.0 | — | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Claude Sonnet | 5.2 | 3.8 | — | 4.3 | 0.0 | 4.3 | 3.6 | 3.8 | 8.2 | 4.5 |
| GPT-5.2-Codex | 3.5 | 2.2 | 3.5 | — | 0.0 | 3.5 | 4.0 | 3.4 | 3.4 | 2.8 |
| GPT-OSS-120B | 0.0 | 2.6 | 0.0 | 0.0 | — | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Gemini 3 | 8.6 | 6.8 | 7.3 | 8.6 | 0.0 | — | 7.3 | 6.3 | 68.0 | 7.2 |
| DeepSeek V3.2 | 8.0 | 7.0 | 8.4 | 8.9 | 0.0 | 9.7 | — | 8.9 | 9.2 | 9.4 |
| MiMo-V2-Flash | 8.0 | 4.5 | 6.2 | 9.2 | 1.6 | 8.8 | 6.8 | — | 9.4 | 9.8 |
| Grok 4.1 Fast | 8.9 | 3.9 | 9.6 | 9.8 | 0.0 | 8.7 | 6.7 | 6.3 | — | 6.4 |
| Grok 3 | 8.9 | 2.6 | 7.9 | 8.4 | 0.0 | 8.7 | 7.2 | 8.1 | 8.7 | — |

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## Methodology

- **10×10 Blind Peer Matrix:** All models answer the same question, then all models judge all responses.
- **5 Criteria:** Correctness, completeness, clarity, depth, usefulness (each scored 1–10).
- **Self-judgments excluded:** Models do not judge their own responses.
- **Weighted Score:** Composite of all 5 criteria.

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## Citation

The Multivac (2026). Blind Peer Evaluation: EDGE-005. app.themultivac.com

## License

Open data. Free to use, share, and build upon. Please cite The Multivac when using this data.

Download raw JSON: https://app.themultivac.com/api/evaluations/EVAL-20260207-154540/results
Full dataset: https://app.themultivac.com/dashboard/export