Ling 3.1 Flash vs MiniMax M3.1 Flash

Price, context window & benchmark comparison

inclusionAI

Ling 3.1 Flash

inclusionAI
$0.075 / $0.23
Input / Output · per 1M tokens
VS
MiniMax

MiniMax M3.1 Flash

MiniMax
$0.15 / $0.60
Input / Output · per 1M tokens
Compare different models
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MiniMax
Verdict: Ling 3.1 Flash is 2.3× cheaper than MiniMax M3.1 Flash on a typical 3:1 input/output mix. MiniMax M3.1 Flash has the larger context window (1M vs 1M).
Ling 3.1 FlashMiniMax M3.1 Flash
Input price / 1M$0.075$0.15
Output price / 1M$0.23$0.60
Blended price (3:1)$0.11$0.26
Cached input / 1M$0.015$0.015
Context window1M1M
Max output262K524K
Intelligence index—28.9
Coding index——
Providers—14
Best provider uptime (30m)—100.0%
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-10-022026-10-19
Retirement——

Cost calculator

FAQ

Which is cheaper, Ling 3.1 Flash or MiniMax M3.1 Flash?

Ling 3.1 Flash is 2.3× cheaper than MiniMax M3.1 Flash on a typical 3:1 input/output mix.

Ling 3.1 Flash vs MiniMax M3.1 Flash: which has a bigger context window?

Ling 3.1 Flash: 1,000,000 tokens. MiniMax M3.1 Flash: 1,048,576 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Ling 3.1 Flash ≈ $262.50, MiniMax M3.1 Flash ≈ $600.00.

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