Agent stack recommender

Choose the stack, not just the model.

Match your harness, workload, billing constraints, context, and budget to a practical setup you can run now.

Recommendation beta

Live provider offers joined to dated editorial evidence; never a universal best-model score.

Read the methodology →

Your constraints

API token amounts are uncached planning scenarios, not spend predictions or subscription quotas. Subscription activity profiles remain separate; cache discounts are never applied.

Recommendation results

DeepSeek V4 Flash

Fresh · fetched 2026-08-17T02:11:57.739Z · Models.dev(opens in a new tab)

Best API stack

Editorial evidence rank 3 · independent

A lower-ranked everyday candidate that cost priority may select.

Published ranking rule: Balanced: ranks through bestRank + 1; then lower uncached estimate, evidence class (independent, mixed, official-only), editorial rank, direct provider, and stable provider/model/evidence IDs.

Primary model
DeepSeek V4 FlashDeepSeek (deepseek) · 1M context$0.14 input$0.28 output/ 1M$0.003 cache read / 1M
Planning estimate
$1.68 / month10M input + 1M output / month · uncached input + output; not a spend prediction
Budget fit
Within monthly budget $100
Connection facts
DeepSeek · deepseek-v4-flashProvider documentation(opens in a new tab) · Direct API route; dsh is a developer preview and is limited to this route.

No cheaper evidence-matched background offer passed the same-provider gates. No image-capable evidence-matched vision offer passed the same-provider gates.

Evidence sources (2)

Caveats

  • The independent article concerns the exact 0731 generation/current alias.
  • Low price is never treated as intelligence evidence.

Eligible alternatives

DeepSeek V4 ProDeepSeek (deepseek) · 1M context$0.43 input · $0.87 output / 1M$5.22 · Editorial evidence rank 2Higher uncached estimate within the allowed editorial rank window.

Curated subscription option

No curated subscription evidence matches this harness and workload.

Live decision data

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