Ling 3.1 Flash vs Moondream 3 Preview
Specs, per-token pricing, and live benchmark scores — refreshed daily from our benchmark database.
Specs & pricing
| Ling 3.1 Flash | Moondream 3 Preview | |
|---|---|---|
| Company | Inclusionai | Moondream |
| Released | Oct 2026 | Oct 2026 |
| Context window | 262K | 32K |
| Input /1M tokens | free | $0.3 |
| Output /1M tokens | free | $2.5 |
| Open weights | Yes | No |
Benchmarks
| Benchmark | Ling 3.1 Flash | Moondream 3 Preview |
|---|---|---|
| Speed (tok/s) | 211 tok/s | — |
Scores come from published leaderboards and official model cards (sources listed on the benchmarks page) and refresh daily. Pricing via vendor pages and OpenRouter.