Model comparison
Kimi K3.1 Pro and Ling 3.0 Flash Sante compared on price, context window, capabilities and published benchmarks. Data comes from the OpenModels registry.
| Specification | Kimi K3.1 Pro | Ling 3.0 Flash Sante |
|---|---|---|
| Developer | Kimi | Ling |
| Released | Oct 23, 2026 | Sep 4, 2026 |
| Context window | 1.05M tokens | 262K tokens |
| Input price / 1M | $2.00via Moonshot AI | $0.075via Novita |
| Output price / 1M | $10.00via Moonshot AI | $0.22via Novita |
| Providers | 1 | 1 |
| License | other | mit |
| Input modalities | code, image, text, video | code, text |
| Capabilities | chat, completion, function-calling, vision, code-generation, reasoning | chat, completion, function-calling, code-generation, reasoning |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
No published benchmark scores recorded for these models yet.