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Kimi K2.8 Preview vs Inkling

Kimi K2.8 Preview is cheaper on output tokens, while Kimi K2.8 Preview offers a larger context window. Choose Kimi K2.8 Preview or Inkling based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecKimi K2.8 PreviewInkling
ProviderKimi For Coding (kimi.com)Thinking Machines
Input / 1M tokens$0.00$1.00
Output / 1M tokens$0.00$4.05
Context window1M524K
Parameters——
Open weightsNo—
ReleasedSep 2026—
LMArena (Chatbot Arena) Elo score—1443
GPQA Diamond score—88.3
Epoch Capabilities Index score—148
LMArena WebDev Elo score—1415

FAQ

Is Kimi K2.8 Preview or Inkling cheaper?

Kimi K2.8 Preview is cheaper on output tokens ($0.00 vs $4.05 per 1M).

Which has the larger context window, Kimi K2.8 Preview or Inkling?

Kimi K2.8 Preview has the larger context window (1M tokens).

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