All models
Inclusionai
Ling 3.0 Flash VL fastruns locally
inclusionai/ling-3-0-flash-vl
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Input / 1M
$0.060
USD per million tokens
Output / 1M
$0.18
USD per million tokens
Est. cost / token
$0.00000009
$0.090 per 1M, 3:1 mix
Context window
131K
max output 33K
Major features
VisionOpen weightsCachingReasoningJSON schemaTools
Task suitability (heuristic 1–5, not a benchmark)
- coding3
- reasoning3
- math3
- summarization4
- extraction4
- classification4
- chat3
- creative3
- translation4
- vision3
- long context3
- agentic3
Run it locally
Will it run on my machine? →| Quantization | Quality | Memory needed (8K ctx) |
|---|---|---|
| Q2_K | poor | 58.9 GB |
| Q3_K_M | fair | 68 GB |
| Q4_K_Mrecommended | good | 84.1 GB |
| Q5_K_M | very good | 97.2 GB |
| Q6_K | excellent | 111 GB |
| Q8_0 | near-lossless | 143 GB |
| F16 | lossless | 266 GB |
Estimates.
Price history
| Recorded | Input | Output | Cached | Source |
|---|---|---|---|---|
| 2026-11-05 03:20 | $0.060 | $0.18 | $0.012 | openrouter |
A row is added whenever a sync detects a price change. Vendor pricing source
Pricing (USD per 1M tokens)
- Input
- $0.060
- Output
- $0.18
- Cached input
- $0.012
- Blended (3:1)
- $0.090
Details
- Company
- Inclusionai
- Version
- 3
- Family
- Ling
- Released
- 2026-09-10
- Parameters
- 124.8B
- Max output
- 33K
- Open weights
- Yes
- Inputs
- image, text, video
- Last synced
- 35 min ago