Ling-3.0-flash-VL vs GPT-5.1-Codex
API pricing, benchmark indices and specs — updated 19 October 2026.
openai · B · API-only
Input / 1M
$1.25
Output / 1M
$10.00
AA index
23.7
proprietary · 400K context
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | Ling-3.0-flash-VL | GPT-5.1-Codex |
|---|---|---|
| Deployment | Open weights · also via API | API-only (closed weights) |
| Parameters | 124.8 B | n/a — API-only |
| Architecture | BailingMoeV3VLForConditionalGeneration | n/a — API-only |
| Context length | 131,072 | 400,000 |
| Licence | mit | Proprietary |
| Commercial use | Allowed | Per API terms |
| Languages | — | n/a — API-only |
| Downloads 30d | 12,986 | n/a — API-only |
| Downloads all time | 24 K | n/a — API-only |
| Quantizations on the Hub | SAFETENSORS | n/a — API-only |
| Gated | No | n/a — API-only |
| First seen on the Hub | 2026-09-04 | n/a — API-only |
| API input price / 1M tokens | $0.06 | $1.25 |
| API output price / 1M tokens | $0.18 | $10.00 |
| Est. cost per 1M input + 1M output tokens | $0.24 | $11.25 |
| Cached input / 1M tokens | $0.012 | $0.13 |
| AA Intelligence Index | 24.6 | 23.7 |
| AA Coding Index | 57 | — |
| AA Agentic Index | 28.7 | — |
| Max output tokens | 32,768 | 128,000 |
| API providers | 1 | 1 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Ling-3.0-flash-VL
$0.24
GPT-5.1-Codex
$11.25
Ling-3.0-flash-VL is 46.9× cheaper at list price.
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Ling-3.0-flash-VL · fp16
293.9 GB / 24 GB