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Pay for what
youuse.

If you're comparing models for a live product, use the calculator first, then choose the plan that fits your spend pattern.

Pay as you go

Model rates

Start with per-model input and output token pricing.

  • No large upfront contract
  • Estimate before launch
  • Use OpenAI-compatible requests
Start building

Credits

Prepaid balance

Keep spend predictable for experiments and small teams.

  • Project-level budgeting
  • Usage export friendly
  • Good for pilots and QA
Start building

Team

Governed usage

Manage projects, keys, budgets, and model policy for production teams.

  • Spend by project and key
  • Budget controls
  • Team reporting
Start building

BYOK

Use your keys

Bring existing provider accounts into one comparison and governance layer.

  • Provider keys under your control
  • Unified model catalog
  • Policy-ready routing
Read auth docs

Enterprise

Custom

Private commercial terms for high-volume or governed workloads.

  • Volume planning
  • Provider mix design
  • Support and rollout review
Review billing

Calculator

Model, input tokens, output tokens, requests, and monthly estimate.

Use this as a pre-production estimate. Final billing should be reconciled against provider usage and platform usage records.

Estimate formula

Cost = requests x ((input tokens x input price) + (output tokens x output price)) / 1,000,000.

The default Doubao Seed 2.0 Mini estimate for 1M input and 1M output is $0.318.

Price calculator

Estimate monthly spend from model price, tokens, and request volume.

Monthly estimate$0.26Doubao Seed 2.0 Mini · input tokens 0.02893518518518519/1M · output tokens 0.28935185185185186/1M

How do you estimate AI API cost?

AI API cost is estimated by multiplying request count by input tokens and output tokens, then applying each model's posted price per 1M tokens. Teams should calculate a low-cost model, a quality fallback, and an expected monthly request volume before routing production traffic.

Want to estimate your API savings first?

Run CacheSafety Bench before enabling a cache policy in production. Bad Hit Rate matters more than raw hit rate.

Run CacheSafety Bench

Low-cost reference

Compare low-cost model candidates before committing traffic.

Price is only one dimension. Review context length, capabilities, source labels, and intended use cases before production use.

ModelProviderInputOutputContextCapabilitiesBest forLatencyStatusSource
Doubao Seed 2.0 Minidoubao-seed-2-0-miniVolcengine$0.029 / 1M tokens$0.289 / 1M tokens128k
Tool callingVisionJSON modeLong context
Chinese Q&A, low-cost general chat900-2600msProductionPlatform curated
DeepSeek V4 Flashdeepseek-v4-flashDeepSeek$0.112 / 1M tokens$0.224 / 1M tokens128k
Tool callingJSON modeLong contextReasoning
low-cost Chinese tasks, long-context summary700-2200msCatalogOpenRouter if available
Mistral: Mistral Small 3.2 24Bmistralai/mistral-small-3.2-24b-instructMistral AI$0.1 / 1M tokens$0.3 / 1M tokens128k
Tool callingJSON modeStreamingLow cost
translation, classification700-2300msCatalogOpenRouter if available
DeepSeek V4 Flashdeepseek-v4-flashDeepSeek$0.145 / 1M tokens$0.289 / 1M tokens128k
Tool callingJSON modeStreamingLow cost
high-volume chat, lightweight agent steps700-2200msProductionPlatform curated
Doubao Seed 2.0 Litedoubao-seed-2-0-liteVolcengine$0.087 / 1M tokens$0.521 / 1M tokens256k
Tool callingJSON modeLong contextStreaming
high-volume chat, classification800-2600msProductionPlatform curated
OpenAI: GPT-4o-miniopenai/gpt-4o-miniOpenRouter$0.15 / 1M tokens$0.6 / 1M tokens128k
Tool callingVisionJSON modeLong context
low-cost chat, image understanding800-2400msCatalogOpenRouter if available
Meta: Llama 4 Maverickmeta-llama/llama-4-maverickMeta$0.15 / 1M tokens$0.6 / 1M tokens1M
JSON modeLong contextStreamingLow cost
open-model workflows, cost-sensitive long context950-2800msCatalogOpenRouter if available
MiniMax M2.7minimax-m2-7MiniMax$0.243 / 1M tokens$0.975 / 1M tokens128k
Tool callingJSON modeStreamingLow cost
high-volume chat, agentic tool use900-2800msProductionPlatform curated

FAQ

Pricing questions for product and platform teams

How is cost estimated?

The calculator multiplies input tokens and output tokens by the selected model price per 1M tokens, then multiplies by request count.

Does Doubao Seed 2.0 Mini still price at $0.318 for 1M input plus 1M output?

Yes. $0.029 input plus $0.289 output equals $0.318 for that single 1M + 1M request estimate.

Can teams use existing provider keys?

Yes. The BYOK plan is designed for teams that already have provider accounts and want consistent policy and usage reporting.

Is enterprise pricing available?

Enterprise pricing can be negotiated around volume, provider mix, region, support requirements, and governance needs.

How does LLM API pricing actually work?

LLM API pricing is per token, billed separately for input and output at a rate per 1M tokens. Your effective bill also depends on average output length, retries, streaming, and cache hit rate, so compare models on real prompts rather than the sticker rate alone.

How do I compare AI API pricing across providers?

Line up input price, output price, context window, and capability for each model, then estimate monthly cost from your token volume with the calculator at /tools/llm-cost-calculator before routing production traffic.