GPT-5.4 Mini vs Ling 3.0 Flash VL
Price, context window & benchmark comparison
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Verdict: Ling 3.0 Flash VL is 18.8× cheaper than GPT-5.4 Mini on a typical 3:1 input/output mix. Ling 3.0 Flash VL scores higher on the Artificial Analysis Intelligence Index (24.6 vs 24.1). GPT-5.4 Mini has the larger context window (400K vs 262K).
| GPT-5.4 Mini | Ling 3.0 Flash VL | |
|---|---|---|
| Input price / 1M | $0.75 | $0.06 |
| Output price / 1M | $4.50 | $0.18 |
| Blended price (3:1) | $1.69 | $0.09 |
| Cached input / 1M | $0.075 | $0.012 |
| Context window | 400K | 262K |
| Max output | 128K | 33K |
| Intelligence index | 24.1 | 24.6 |
| Coding index | 56.1 | 57 |
| Providers | — | — |
| Best provider uptime (30m) | — | — |
| Vision input | Yes | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-03-17 | 2026-09-10 |
| Retirement | — | — |
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FAQ
Which is cheaper, GPT-5.4 Mini or Ling 3.0 Flash VL?
Ling 3.0 Flash VL is 18.8× cheaper than GPT-5.4 Mini on a typical 3:1 input/output mix.
GPT-5.4 Mini vs Ling 3.0 Flash VL: which has a bigger context window?
GPT-5.4 Mini: 400,000 tokens. Ling 3.0 Flash VL: 262,144 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: GPT-5.4 Mini ≈ $3,750, Ling 3.0 Flash VL ≈ $210.00.
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