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Ling 3.1 Flash vs Claude Haiku 4.5 (latest)

Ling 3.1 Flash is cheaper on output tokens, while Ling 3.1 Flash offers a larger context window. Choose Ling 3.1 Flash or Claude Haiku 4.5 (latest) based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecLing 3.1 FlashClaude Haiku 4.5 (latest)
ProviderDevPass (LLM Gateway)DevPass (LLM Gateway)
Input / 1M tokens$0.00$1.00
Output / 1M tokens$0.00$5.00
Context window262K200K
Parameters——
Open weightsNoNo
ReleasedSep 2026Oct 2025

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.