Ling 3.0 Flash vs Solar Pro 3

Price, context window & benchmark comparison

I

Ling 3.0 Flash

inclusionAI
$0.021 / $0.063
Input / Output · per 1M tokens
VS
U

Solar Pro 3

Upstage
$0.15 / $0.60
Input / Output · per 1M tokens
Compare different models
I
U
Verdict: Ling 3.0 Flash is 8.3× cheaper than Solar Pro 3 on a typical 3:1 input/output mix. Ling 3.0 Flash has the larger context window (262K vs 131K).
Ling 3.0 FlashSolar Pro 3
Input price / 1M$0.021$0.15
Output price / 1M$0.063$0.60
Blended price (3:1)$0.0315$0.26
Cached input / 1M$0.0042$0.015
Context window262K131K
Max output33K118K
Intelligence index7.8
Coding index50.616.2
Providers
Best provider uptime (30m)
Vision inputNoNo
ReasoningYesYes
Tool callingYesYes
Released2026-07-232026-01-27
Retirement

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FAQ

Which is cheaper, Ling 3.0 Flash or Solar Pro 3?

Ling 3.0 Flash is 8.3× cheaper than Solar Pro 3 on a typical 3:1 input/output mix.

Ling 3.0 Flash vs Solar Pro 3: which has a bigger context window?

Ling 3.0 Flash: 262,144 tokens. Solar Pro 3: 131,072 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Ling 3.0 Flash ≈ $73.50, Solar Pro 3 ≈ $600.00.

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