Claude Sonnet 4.6 vs Ling 3.0 Flash VL
Price, context window & benchmark comparison
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Verdict: Ling 3.0 Flash VL is 66.7× cheaper than Claude Sonnet 4.6 on a typical 3:1 input/output mix. Claude Sonnet 4.6 scores higher on the Artificial Analysis Intelligence Index (30.1 vs 24.6). Claude Sonnet 4.6 has the larger context window (1M vs 262K).
| Claude Sonnet 4.6 | Ling 3.0 Flash VL | |
|---|---|---|
| Input price / 1M | $3.00 | $0.06 |
| Output price / 1M | $15.00 | $0.18 |
| Blended price (3:1) | $6.00 | $0.09 |
| Cached input / 1M | $0.30 | $0.012 |
| Context window | 1M | 262K |
| Max output | 128K | 33K |
| Intelligence index | 30.1 | 24.6 |
| Coding index | 63 | 57 |
| Providers | — | — |
| Best provider uptime (30m) | — | — |
| Vision input | Yes | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-02-17 | 2026-09-10 |
| Retirement | — | — |
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FAQ
Which is cheaper, Claude Sonnet 4.6 or Ling 3.0 Flash VL?
Ling 3.0 Flash VL is 66.7× cheaper than Claude Sonnet 4.6 on a typical 3:1 input/output mix.
Claude Sonnet 4.6 vs Ling 3.0 Flash VL: which has a bigger context window?
Claude Sonnet 4.6: 1,000,000 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: Claude Sonnet 4.6 ≈ $13,500, Ling 3.0 Flash VL ≈ $210.00.
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