DeepSeek V3 0324 vs Ling 3.0 Flash
Price, context window & benchmark comparison
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Compare different models
Verdict: Ling 3.0 Flash is 13.9× cheaper than DeepSeek V3 0324 on a typical 3:1 input/output mix. Ling 3.0 Flash has the larger context window (262K vs 164K).
| DeepSeek V3 0324 | Ling 3.0 Flash | |
|---|---|---|
| Input price / 1M | $0.25 | $0.021 |
| Output price / 1M | $1.00 | $0.063 |
| Blended price (3:1) | $0.44 | $0.0315 |
| Cached input / 1M | — | $0.0042 |
| Context window | 164K | 262K |
| Max output | 147K | 33K |
| Intelligence index | 9.7 | — |
| Coding index | 21.2 | 50.6 |
| Providers | — | — |
| Best provider uptime (30m) | — | — |
| Vision input | No | No |
| Reasoning | No | Yes |
| Tool calling | Yes | Yes |
| Released | 2025-03-24 | 2026-07-23 |
| Retirement | — | — |
Cost calculator
FAQ
Which is cheaper, DeepSeek V3 0324 or Ling 3.0 Flash?
Ling 3.0 Flash is 13.9× cheaper than DeepSeek V3 0324 on a typical 3:1 input/output mix.
DeepSeek V3 0324 vs Ling 3.0 Flash: which has a bigger context window?
DeepSeek V3 0324: 163,840 tokens. Ling 3.0 Flash: 262,144 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: DeepSeek V3 0324 ≈ $1,000, Ling 3.0 Flash ≈ $73.50.
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