ModelDial / Usage Benchmarks

Codex Plus vs Pro 5× vs Pro 20× usage limits

Compare observed and estimated weekly tokens, five-hour usage and API-equivalent value for GPT-6.1 Sol, GPT-6 Sol, GPT-6 Astra and GPT-5.6 Sol across Codex plans.

3 plans · Updated 2026-10-02View model scores →

Models share the plan allowance; rows are not additive. Tokens include cache. Values are usage estimates.

How these values are estimated

Rows include sample extrapolations, source reports and model-ratio estimates; not every row is a full-cycle measurement. Five hours is a short window; weekly values may be extrapolated from quota percentages or window counts. Where weekly values exist, the average month uses weekly × 52 ÷ 12 and is not a measured full month.

Tokens include cache; input/output mix changes the API equivalent. API equivalents use recorded usage and reference rates for comparison, not actual bills or guaranteed allowances. Expand each plan for its sample conditions and sources; missing model data is not filled in.

OpenAI

3 plans

Plus

Monthly fee$20
ModelWeekly100M tokensWeekly API equivalentUSD
GPT-6 Astra≈ 0.43≈ $66
GPT-6.1 Sol≈ 2.38≈ $47
GPT-6 Sol≈ 2.59≈ $66
GPT-5.6 Sol≈ 1.65≈ $86
Estimation basis and sources
  • GPT-6 Astra

    Model-specific Plus user report · Plus five-hour user measurement; weekly estimate assumes six windows · Estimated from reference model token mix

    Usage source ↗ Plan source ↗
  • GPT-6.1 Sol

    Sep 30, 2026 · Plus community sample · Two five-hour readings: $7.5/$7.8; adopts $7.8, assuming six windows per week · Tokens estimated with 97% cached input, 2.5% uncached input and 0.5% output

    Usage source ↗ Plan source ↗
  • GPT-6 Sol

    Model-specific Plus user report · Plus five-hour user measurement; weekly estimate assumes six windows · Estimated from reference model token mix

    Usage source ↗ Plan source ↗
  • GPT-5.6 Sol

    Model-specific Plus user report · Plus five-hour user measurement; weekly estimate assumes six windows · Estimated from reference model token mix

    Usage source ↗ Plan source ↗

Pro 5x

Monthly fee$100
ModelWeekly100M tokensWeekly API equivalentUSD
GPT-6 Astra≈ 2.27≈ $481
GPT-6.1 Sol≈ 17.51≈ $345
GPT-6 Sol≈ 19.11≈ $487
GPT-5.6 Sol≈ 11.52≈ $603
Estimation basis and sources
  • GPT-6 Astra

    Sep 29, 2026 · local Pro 5x sample · User-approved provisional $481 per week · Local Astra usage projected from 2% weekly consumption

    Plan source ↗
  • GPT-6.1 Sol

    Sep 30, 2026 · Existing plan-ratio estimate · Plus baseline scaled by existing GPT-6 Sol plan ratios; not measured on this tier · Tokens estimated with 97% cached input, 2.5% uncached input and 0.5% output

    Usage source ↗ Plan source ↗
  • GPT-6 Sol

    Sep 29, 2026 · model-ratio estimate · User-selected anchor and model-ratio estimate · Estimated with model-specific tokens per API dollar

    Usage source ↗ Plan source ↗
  • GPT-5.6 Sol

    Sep 29, 2026 · model-ratio estimate · User-selected anchor and model-ratio estimate · Estimated with model-specific tokens per API dollar

    Usage source ↗ Plan source ↗

Pro 20x

Monthly fee$200
ModelWeekly100M tokensWeekly API equivalentUSD
GPT-6 Astra≈ 8.5≈ $1,313
GPT-6.1 Sol≈ 47.83≈ $942
GPT-6 Sol≈ 52.19≈ $1,329
GPT-5.6 Sol≈ 35.9≈ $1,880
Estimation basis and sources
  • GPT-6 Astra

    Sep 2026 · Codex · columns use separate samples · Assumes 20× Plus weekly capacity · tier not measured · GPT-6 Astra · one-account capacity projection

    Usage source ↗ Plan source ↗
  • GPT-6.1 Sol

    Sep 30, 2026 · Existing plan-ratio estimate · Plus baseline scaled by existing GPT-6 Sol plan ratios; not measured on this tier · Tokens estimated with 97% cached input, 2.5% uncached input and 0.5% output

    Usage source ↗ Plan source ↗
  • GPT-6 Sol

    Sep 2026 · Codex · columns use separate samples · Assumes 20× Plus weekly capacity · tier not measured · GPT-6 Astra · one-account capacity projection

    Usage source ↗ Plan source ↗
  • GPT-5.6 Sol

    Sep 2026 · Codex · columns use separate samples · Assumes 20× Plus weekly capacity · tier not measured · GPT-6 Astra · one-account capacity projection

    Usage source ↗ Plan source ↗

How to compare these allowances

How does changing models affect Codex capacity?

Compare individual model rows. Quota consumption, input/output prices and cache mix differ by model, so more tokens do not necessarily mean a higher API equivalent. Models share the plan allowance; their rows are not additive.

Are the Pro 5× and 20× weekly values simple multiples?

Each row retains its own sample or estimation basis. Plan-name multipliers are not applied uniformly across models. Some rows use usage records; others use sample ratios. Expand the sources under each plan to check the calculation.

Should I compare five hours, a week or an average month?

Use five-hour records for sustained sessions and weekly records for ongoing work. Average months use weekly × 52 ÷ 12 for comparison with monthly fees, not an allowance available all at once. Plans without short-window data are omitted from the five-hour view.

Choose an effort using the model results →