DeepSeek V4 Flash Latest vs Ling 3.0 Flash VL: cost comparison
Prices updated 2026-11-02 · computed from live provider data
Short answer: Ling 3.0 Flash VL is cheaper on a
3:1 input/output blend — $0.090 per million tokens versus
$0.119, a 25% difference.
DeepSeek V4 Flash Latest offers the larger context window at 1,048,576 tokens, against 131,072 for Ling 3.0 Flash VL.
Head to head
| DeepSeek V4 Flash Latest | Ling 3.0 Flash VL | |
|---|---|---|
| Input, per 1M tokens | $0.059 | $0.060 |
| Output, per 1M tokens | $0.300 | $0.180 |
| Blended 3:1, per 1M | $0.119 | $0.090 |
| Context window | 1,048,576 | 131,072 |
| Vendor | deepseek | inclusionai |
Monthly cost at real volumes
| Workload (input / output) | DeepSeek V4 Flash Latest | Ling 3.0 Flash VL |
|---|---|---|
| 1M in / 250K out | $0.134 | $0.105 |
| 10M in / 2.5M out | $1.34 | $1.05 |
| 100M in / 25M out | $13.40 | $10.50 |
Which should you pick?
Pick DeepSeek V4 Flash Latest when you need the longer context window (1,048,576 vs 131,072 tokens). Pick Ling 3.0 Flash VL when price per token dominates your workload — high-volume classification, extraction, or batch summarisation.