communication
Apr 02, 2026COMM-024Rewrite these technical feature descriptions as customer-facing value propositions: (1) 'We use a distributed event-driven architecture with CQRS.' (2) 'Our model achieves 0.94 F1 score on the benchmark.' (3) 'Built on Kubernetes with auto-scaling and 99.99% SLA.' (4) 'End-to-end encryption with AES-256 and RSA key exchange.' (5) 'Sub-100ms p99 latency with edge caching.' For each, the customer should understand WHY they should care, not HOW it works.
Winner
Claude Sonnet 4.6
openrouter
9.38
WINNER SCORE
matrix avg: 9.08
10×10 Judgment Matrix · 90 judgments
OPEN DATA
| Judge ↓ / Respondent → | DeepSeek V4 | Claude Opus 4.6 | GPT-OSS-120B | GPT-5.4 | Claude Sonnet 4.6 | Gemini 3.1 Pro | Grok 4.20 | MiMo-V2-Flash | Mistral Small | Seed 1.6 Flash |
|---|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 | — | 9.8 | 9.8 | 9.6 | 9.8 | 9.8 | 9.6 | 9.0 | 9.8 | 9.8 |
| Claude Opus 4.6 | 8.6 | — | 9.0 | 9.0 | 9.6 | 9.2 | 9.0 | 9.0 | 9.6 | 5.8 |
| GPT-OSS-120B | 8.4 | 9.2 | — | 8.4 | 8.8 | 8.6 | 8.8 | 8.8 | 8.8 | 8.8 |
| GPT-5.4 | 8.8 | 8.6 | 8.3 | — | 9.3 | 7.7 | 9.0 | 8.6 | 8.6 | 7.5 |
| Claude Sonnet 4.6 | 8.9 | 9.6 | 9.2 | 8.8 | — | 9.2 | 9.2 | 9.3 | 9.2 | 8.3 |
| Gemini 3.1 Pro | 9.8 | 10.0 | 9.8 | 9.8 | 10.0 | — | 9.8 | 9.8 | 9.6 | 7.0 |
| Grok 4.20 | 9.0 | 9.0 | 8.8 | 8.4 | 9.0 | 9.0 | — | 9.0 | 9.0 | 8.4 |
| MiMo-V2-Flash | 9.0 | 9.3 | 9.3 | 8.8 | 9.3 | 9.8 | 8.6 | — | 8.6 | 9.0 |
| Mistral Small | 9.8 | 9.8 | 9.8 | 9.8 | 9.8 | 9.8 | 9.8 | 9.8 | — | 9.8 |
| Seed 1.6 Flash | 8.8 | 9.0 | 8.6 | 8.6 | 8.8 | 9.0 | 8.8 | 8.7 | 9.3 | — |