Kimi K3 vs Seed 2.0 Pro pricing

Prices

Kimi K3 and Seed 2.0 Pro prices, USD per 1M tokens
USD per 1M tokensKimi K3Seed 2.0 Pro
Input$3.00$0.50
Output$15.00$3.00
Cache read$0.30$0.10
Cache write$3.00Not published
Batch inputNot published$0.25
Batch outputNot published$1.50

Moonshot AI's list price for its own API, as compiled by models.dev and checked Oct 10, 2026, 09:00 UTC. Prices on cloud platforms and resellers can differ. Provider documentation

Verified against the provider's official pricing page on Oct 9, 2026. Official pricing page

Monthly cost by workload

WorkloadKimi K3Seed 2.0 Pro
Chatbot1,000 in / 500 out tokens, 10,000 requests a day$3,150/mo$600.00/mo
RAG8,000 in / 500 out tokens, 5,000 requests a day$4,725/mo$825.00/mo
Coding agent50,000 in / 2,000 out tokens, 1,000 requests a day, 80% cached input$2,160/mo$450.00/mo

Cost = input tokens × input price + output tokens × output price, 30 days a month. Cached input uses the cache read price. Cache write fees are not included.

Context and capabilities

Kimi K3Seed 2.0 Pro
Context1,048,576 tokens256,000 tokens
Max output1,048,576 tokens128,000 tokens
Inputtext, image, videotext, image, video
Tool callingYesYes
ReasoningYesYes
Structured outputsYesNo

Questions

What is the price difference between Kimi K3 and Seed 2.0 Pro?
Kimi K3: $3.00 per 1M input tokens and $15.00 per 1M output tokens. Seed 2.0 Pro: $0.50 per 1M input tokens and $3.00 per 1M output tokens. For the Chatbot workload (1,000 in / 500 out tokens, 10,000 requests a day), that is about $3,150 per month for Kimi K3 and $600.00 for Seed 2.0 Pro.
Which has the longer context window, Kimi K3 or Seed 2.0 Pro?
Kimi K3 has the longer context window: up to 1,048,576 tokens, compared with 256,000 for Seed 2.0 Pro.
Do Kimi K3 and Seed 2.0 Pro have prompt caching and batch prices?
Kimi K3: cached input $0.30 per 1M tokens; no batch price published. Seed 2.0 Pro: cached input $0.10 per 1M tokens; batch $0.25 per 1M input tokens and $1.50 per 1M output tokens.

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