Ling-3.0-flashvsSeed 2.0 mini
Both language models, compared at each maker’s own API list prices. Every figure links to its source.
Compare at your usage
Every model priced for the same request8,000 tokens in, 2,000 out
| Ling-3.0-flash on Ant Ling API | Seed 2.0 mini on BytePlus ModelArk | |
|---|---|---|
| Rate applied | Base rate | Base rate |
| Inputper 1M tokens | ¥0.50 | $0.10 |
| Cache readper 1M tokens | ¥0.10 | $0.020 |
| Outputper 1M tokens | ¥1.50 | $0.40 |
| Cost per request | ¥0.007 | $0.0016 |
| Per 1,000 requests | ¥7.00 | $1.60 |
- Ling-3.0-flash Ant Ling: model pricing · as of Nov 4, 2026
- Seed 2.0 mini Pricing--ModelArk-Byteplus · as of Nov 1, 2026
Every model is priced for the same request at its maker’s own list prices (each with its source and date), so bold marks the cheapest. A model that can’t serve the request is named, not ranked; a condition its seller doesn’t price says which rate was used.
Key differences
These differences use verified vendor specifications or each maker’s official API on the same region, currency, meter and billing conditions. Different conditions remain side by side in the full table; they do not establish which model is cheaper. Declared features describe support, not measured quality or a recommendation. Missing evidence does not mean a feature is unsupported.
Full comparison
| Ling-3.0-flash Ant Group | Seed 2.0 mini ByteDance Seed | |
|---|---|---|
| Overview | ||
| Released | Jul 23, 2026 | Feb 2026 |
| Open weights | — | |
| Specs | ||
| Context | 256K | 256K |
| Max output | 32.77K | 128K |
| Input modalities | Text | Text, Image, Audio, Video |
| Output modalities | Text | Text |
| Reasoning | ||
| Reasoning efforts | Not stated | minimal, low, medium, high |
| Reasoning can be off | ||
| Tool use | ||
| Structured output | Not stated | |
| Pricing · per 1M tokens | ||
| Input price | ¥0.50 | $0.10 |
| Output price | ¥1.50 | $0.40 |
| Cache read price | ¥0.10 | $0.020 |
| Blended price (3 input : 1 output) | ¥0.75 | $0.175 |
| Pricing under conditions · per 1M tokens | ||
| Input price, long prompts | Not offered | $0.20Prompts over 128K tokens |
| Output price, long prompts | Not offered | $0.80Prompts over 128K tokens |
| Batch input price | Not offered | $0.050Batch |
| Batch output price | Not offered | $0.20Batch |
| Flex tier input price | Not offered | $0.050Flex tier |
| Flex tier output price | Not offered | $0.20Flex tier |
Headline prices may come from different channels, regions or tiers. Check each source before choosing a model; missing facts stay blank.
Model details and sources
- Ling-3.0-flash → Available
- Seed 2.0 mini → Available