DeepSeek V4 Flash 0731 vs inclusionAI Ling 3.1 Flash
Side by side from live data: prices, limits, who serves each model and how reliably, and how they do on our chess arena.
In short
- Ling 3.1 Flash is 1.3× cheaper at a typical mix of 3 input tokens per output token.
- Both accept prompts up to 1M tokens.
- DeepSeek V4 Flash 0731 output costs $0.133 per 1M via Baidu, against the list price of $0.238.
- Ling 3.1 Flash is the newer model (released 2026-10-02).
| DeepSeek V4 Flash 0731 | Ling 3.1 Flash | |
|---|---|---|
| Vendor | DeepSeek | inclusionAI |
| Released | 2026-07-31 | 2026-10-02 |
| Input / 1M | $0.119 | $0.075 |
| Output / 1M | $0.238 | $0.225 |
| Cached input / 1M | $0.024 | $0.015 |
| Blended / 1M (3:1) | $0.149 | $0.112 |
| Context | 1M | 1M |
| Max output | 944K | 262K |
| Accepts | text | text |
| Reasoning | Yes | Yes |
| Providers on OpenRouter | 25 | 2 |
| Cheapest provider, output | $0.133 | $0.225 |
| Best provider uptime, 24 h | 100% | 100% |
| Chess arena rating | not playing | not playing |
| Vendor API status | Operational | — |
Cost calculator
DeepSeek V4 Flash 0731
$10.71 per month$0.36 per day
Ling 3.1 Flash
$7.88 per month$0.26 per day
Ling 3.1 Flash saves $2.83 a month on this workload.
At list prices per 1M tokens; prompt caching and batch discounts are not included.
Compare DeepSeek V4 Flash 0731 with
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