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

Claude Pro

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

Best API stack

No reviewed harness-compatible API route matches this model evidence.

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.

Curated subscription option

verified

Claude Pro

Claude Pro is the dated individual-plan route for light Claude Code use.

Claude Pro is a curated route for everyday interactive coding.

Actual monthly price
$20/month$20/month list price; usage is governed by shared five-hour and weekly limits.
Plan type
Quota / window
Model scope
Claude plan-selected models; no exact-model access guarantee.200K reviewed recommendation context
Key limits
$20/month list price; usage is governed by shared five-hour and weekly limits.

Caveats

  • Limits are shared across Claude apps and Claude Code and include five-hour and weekly limits.
  • No fixed message count or guaranteed access to one exact model is claimed.
  • Cline eligibility uses Cline’s documented Claude Code subscription mode.

Official subscription source(opens in a new tab)·Official subscription source(opens in a new tab)

Subscription credits, quotas, windows, and API token scenarios are separate units. Nominal vendor credits are never compared across providers.

Eligible alternatives

QwenCloud Token Plan Individual Lite$6/month · Quota / windowHosted qwen3.8-max plus the current models listed by the individual plan.2,500 model credits / weekLess-preferred workload rank (2 vs 1).
  • Individual plans are interactive-only, single-device personal use; backend and batch automation are prohibited.
  • Use can involve Singapore/global data transfer.
  • Seven-day quota windows and current prices can change; credits are not API tokens.
  • The reviewed primary model is qwen3.8-max; the official table also lists current DeepSeek and GLM routes.

Official plan source(opens in a new tab)·Official plan source(opens in a new tab)·Official plan source(opens in a new tab)

Live decision data

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