Model decision surface
Compare AI models
Start with DeepSeek V4 Flash 0731 and Nex N2.5 Max, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
DeepSeek V4 Flash 0731 vs Nex N2.5 Max
Live dataset updated 9/9/2026, 8:46:14 PM UTC
Open 1200×630 evidence receipt| Field | DeepSeek V4 Flash 0731 DeepSeek | Nex N2.5 Max Nex AGI |
|---|---|---|
| ModelCap position | #24 | #13 |
| Index score | 70.7 | 77.8 |
| Evidence | Measured2 public benchmark observations across 2 boards | Estimatedglobal-corpus-prior over 182 held-out anchors (7%); launch card against 5 resolved peers on 5 rows (93%); optimism haircut 0 from cross-lab-probe; shrunk 1.8 toward the measured corpus |
| Input / 1M | $0.065 | Unavailable |
| Output / 1M | $0.18 | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 1.3M | — |
| Providers | 28 | 0 |
| Weight access | Open weights | Open weights |
Decision facts
- DeepSeek V4 Flash 0731 is #24; Nex N2.5 Max is #13 on the same current language board.
- Index scores are 70.7 for DeepSeek V4 Flash 0731 and 77.8 for Nex N2.5 Max. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: DeepSeek V4 Flash 0731 is Measured; Nex N2.5 Max is Estimated.
- ModelCap currently lists 28 providers for DeepSeek V4 Flash 0731 and 0 for Nex N2.5 Max.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
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Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.