MiniMax-M3 vs Seed 2.0 Pro pricing

Prices

MiniMax-M3 and Seed 2.0 Pro prices, USD per 1M tokens
USD per 1M tokensMiniMax-M3Seed 2.0 Pro
Input$0.30$0.50
Output$1.20$3.00
Cache read$0.06$0.10
Cache writeNot publishedNot published
Batch inputNot published$0.25
Batch outputNot published$1.50

MiniMax'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

WorkloadMiniMax-M3Seed 2.0 Pro
Chatbot1,000 in / 500 out tokens, 10,000 requests a day$270.00/mo$600.00/mo
RAG8,000 in / 500 out tokens, 5,000 requests a day$450.00/mo$825.00/mo
Coding agent50,000 in / 2,000 out tokens, 1,000 requests a day, 80% cached input$234.00/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

MiniMax-M3Seed 2.0 Pro
Context1,000,000 tokens256,000 tokens
Max output512,000 tokens128,000 tokens
Inputtext, image, videotext, image, video
Tool callingYesYes
ReasoningYesYes
Structured outputsNoNo

Questions

What is the price difference between MiniMax-M3 and Seed 2.0 Pro?
MiniMax-M3: $0.30 per 1M input tokens and $1.20 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 $270.00 per month for MiniMax-M3 and $600.00 for Seed 2.0 Pro.
Which has the longer context window, MiniMax-M3 or Seed 2.0 Pro?
MiniMax-M3 has the longer context window: up to 1,000,000 tokens, compared with 256,000 for Seed 2.0 Pro.
Do MiniMax-M3 and Seed 2.0 Pro have prompt caching and batch prices?
MiniMax-M3: cached input $0.06 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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