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How far does a $10 AI subscription go?

A $10 AI subscription can be worth several times its fee — or not. How AI subscription credits work, and how to measure the value per dollar.

17 min read DeepFrugal
How far does a $10 AI subscription go?

An AI subscription does not charge by the token — the small chunks of text a model reads and writes. You pay one monthly fee, and in return you get a wallet of usage for the month. Every model spends from that wallet at its own price. This guide is about the most common kind, where the included usage is a budget of dollars, and how far a small fee really goes.

Three kinds of AI subscription credits

  • Dollar credit — the wallet is measured in dollars. You spend it at the models' normal per-token prices (their listed rates). This is the common case, and the rest of this guide.
  • Token credit — the wallet is measured in the plan's own credits, and each model uses a different number of credits per token.
  • Usage limited — the plan gives messages, tasks or a shared pool, with no token or credit amount published at all.

The three differ in how the included usage is counted. Everything below applies to dollar-credit plans, which cover most of the market.

How AI subscription credits work

A dollar-credit plan gives one budget of dollars for the month. That budget covers a different number of tokens per model, because each model has its own price. A cheap model gives many tokens; an expensive one gives few. The included amount for a model is its quota.

Plan A · monthly quota per model$10/month
Model 1 $60
Model 2 $30
Model 3 $15

Plan A costs $10/month and lists a monthly quota for each model, in dollars. The quotas differ: a model with higher rates gets a smaller one. The biggest, Model 1, is $60 — six times the fee. None of them is a separate pool.

Sample plans and models — figures are illustrative. Plan A is a sample: a $10/month dollar-credit plan.

Do the model quotas add up?

No. The plan grants one wallet, not one per model. Each model's published quota is the same wallet seen at that model's rates, so adding the quotas together counts the plan several times. What matters is how much of the one wallet your mix spends.

Quotas added
Model 1 · $60
Model 2 · $30
Model 3 · $15

$60 + $30 + $15 = $105. Adding the quotas counts the same plan three times.

One shared budget
50% 30% 20%
Model 1 Model 2 Model 3

The same usage as a share of the one budget: 50% + 30% + 20% = 100%. The whole $10 fee buys this mix.

Sample plans and models — figures are illustrative. The per-model quotas are three views of one $10 budget.

How much can a $10 plan really give you?

Here is the part most plan pages leave out. The most a plan can cover is its biggest single-model quota — the dollars you get if you spend the whole budget on one model. Split the budget across models with smaller quotas and you cover less, even when the wallet is fully used. The mix decides.

The figure below shows the sample usage filling each model's quota. Each bar is the share of that model's quota the usage spends, shown as a percentage.

Plan A · sample usage$10/month
Model 1 50% $30 / $60
Model 2 30% $9 / $30
Model 3 20% $3 / $15

The same three models, now with the sample usage. Each bar is filled by usage ÷ quota, shown as a percentage: Model 1 uses 50% of its quota, Model 2 30%, Model 3 20%. Together the three uses add up to exactly the one budget.

Sample plans and models — figures are illustrative. The sample usage costs $42 at listed rates, inside the $10 plan.

Now the same numbers as value per dollar — the usage covered divided by the monthly fee. Spending everything on the biggest quota reaches the best case. Spreading it across the mix covers less, and the plan never reaches its own cap.

Plan A · value per dollar$10/month
All on Model 1 $60 6.0× the whole budget on the biggest quota — the best case
Sample mix $42 4.2× three models share the budget — the usual case

Value per dollar is the usage the plan covers (in dollars) divided by the fee. The best case spends the whole budget on the model with the biggest quota: $60 ÷ $10 = 6.0×. The sample mix covers $42, so 4.2×. Sharing the budget across smaller quotas lowers the value — the mix never reaches the $60 cap.

Sample plans and models — figures are illustrative. A subscription can give less than its best-case value; the mix decides.

How the wallet is spent

The plan spends the one wallet on the models in the order listed. Each model takes its share, and never more than what is left, so the running total stops at the full budget. The first example fits inside the wallet; the second runs past it, and the extra usage is billed at the normal per-token price.

Plan A spends the one budget on the models in the order listed, until it reaches 100%. Running is the Share column added up to that row, capped at 100%.

Example 1 — usage within the budgetno pay as you go
Model Usage Monthly quota Share = usage ÷ quota Running Pay as you go
Model 1 $30 $60 50% 50%
Model 2 $9 $30 30% 80%
Model 3 $3 $15 20% 100%
Total $42 100% 100% $0

The plan covers $42 of the usage → 4.2× the $10 fee.

50% + 30% + 20% = 100%. Every dollar of usage is covered by the plan.

Example 2 — usage beyond the budget$9 billed at pay as you go
Model Usage Monthly quota Share = usage ÷ quota Running Pay as you go
Model 1 $30 $60 50% 50%
Model 2 $9 $30 30% 80%
Model 3 $12 $15 80% 100% $9
Total $51 160% 100% $9

The plan covers $42 of the usage → 4.2× the $10 fee, plus $9 billed as it goes.

Model 3 asks for 80% of its quota, but only 20% of the budget is left. It covers $3 and the other $9 is billed at pay as you go. The running total still stops at 100%.

Sample plans and models — figures are illustrative.

Why the cost per token falls, then rises

Read the curve by its average, not by the next token. Inside the quota the fixed fee spreads over more and more tokens, so the average falls. It reaches its lowest point at the quota limit. Above the limit the extra tokens are billed at the listed rate, so the average climbs back towards it.

1 quota limit listed rate effective rate — the lowest average monthly tokens → avg $/1M
  • 1 Quota usage break-even — where the average falls to the plan's listed rate. To its left you overpay: the commitment is not recovered.
  • average cost per token listed rate quota limit

Sample plans and models — figures are illustrative.

AI subscription vs pay-as-you-go

Compare the curve with a flat pay-as-you-go rate — the price you pay when you buy tokens one by one. It crosses twice. The first crossing is where the subscription starts to beat the cheapest pay-as-you-go route. The second is where it loses again, because the extra usage above the quota costs more than paying per token. In between is the sweet spot: the plan covers everything and the average is still falling. That is where the fee gives the most value.

Above the quota the plan can still win — but only while the extra usage (the overflow) is billed at the listed rate, which is the default. Point the overflow at a cheaper route, or compare with a cheaper gateway, and the plan loses earlier.

123 quota limit listed rate cheapest pay-as-you-go sweet spot plan + listed still wins monthly tokens → avg $/1M
  • 1 Quota usage break-even — where the average meets the plan's listed rate.
  • 2 Plan break-even — from here the subscription beats the cheapest pay-as-you-go rate.
  • 3 Loses to the cheapest — beyond it the pay-as-you-go route is cheaper again.
  • Sweet spot — from the plan break-even to the quota limit: the plan covers everything and the average is still falling.
  • Plan + listed still wins — above the quota the plan still wins, but only while the extra usage is billed at the listed rate. The third marker ends that.
  • average cost per token cheapest pay-as-you-go sweet spot quota limit

Sample plans and models — figures are illustrative.

Weekly and daily limits

Some plans also cap usage in a week or a day. These windows do not change the per-token prices. They change how fast you can spend the wallet, so they matter for usage that comes in short, heavy bursts, which would exhaust a window long before the month ends.

See it on a real plan

The figures above use sample numbers. Here is the same rule on a live plan: each bar is a model's monthly quota, drawn from the plan's one wallet. A model with higher rates draws the wallet down faster.

Monthly quota per model — OpenCode Go
GLM 5.3 Flash$60
GLM-5.2$60
GLM-5.1$60
Kimi K2.7 Code$60
Kimi K2.6$60
LongCat-2.0$60
MiMo-V2.5$60
MiniMax M3$60
MiniMax M2.7$60
Muse Spark 1.3 Contributor$60
Muse Spark 1.2 Contributor$60
Qwen3.7 Plus$60
Qwen3.6 Plus$60
DeepSeek V4.1 Flash$60
Hy3$60
Qwen3.8 Flash$30
Qwen3.7 Max$30
DeepSeek V4 Flash$30
Hy4$30
GLM 5.3$15
Kimi K3$15
MiMo-V2.5-Pro$15
Qwen3.8 Max$15
DeepSeek V4 Pro$15
DeepSeek V4 Flash Vision$15
Grok 4.6$15
GPT-5.6 Luna$15
Monthly quota per model, biggest first. A model with higher rates draws the budget down faster. Models without a published numeric quota are not listed.

Browse every AI subscription plan in the live table, or learn how to find the best plan for your usage.

Run your numbers

Put your own mix against a plan. Pick a plan, add models and set the monthly usage. The calculator spends the one wallet in the order shown, marks the break-evens and states the cheaper side.

Plan break-even — OpenCode Go · Experimental
Cheaper
Subscriptionsave $24.19/month
You pay $10.00/month instead of $34.19 of usage.
Usage: 663M tokens · $50.35 at list rates · $34.19 cheapest pay-as-you-go.
Subscriptioncheaper$10.00/month
Quota used84%
Covered by the quota$50.35
Above the quota$0.00
Monthly cost$10.00
Cheapest pay-as-you-go route

Real rates include the service fee; sales tax is not included.

GLM 5.3 Flash via Ozore API

DeepSeek V4.1 Flash via DeepSeek API

Monthly cost$34.19
Break-even: $10.00 of usage (≈ 132M tokens at this mix)
At your mix: subscription $10.00/mo · cheapest metered $34.19/mo · at list rates $50.35/mo — subscription is cheapest by $24.19/mo.
Plan break-even details
$0.013$0.015$0.052$0.076500M1B663M132M194M2.05B790MTotal tokens per month (M tokens/mo, log scale)Average cost per 1M tokens overflow billed at the listed rate your mix
  • Average cost per token
  • Listed rate
  • Cheapest pay-as-you-go route
  • Quota limit
  • Cheaper than the cheapest
  • Quota usage break-even
  • Plan break-even / loses
  • Average at your mix
Hover the curve to read the values.
How the graph is calculated

Inside the quota the average is the monthly commitment divided by the tokens used, so it falls as the mix scales up and reaches the mix's effective rate at the quota limit. Above the limit the budget is spent and the extra tokens are billed at the overflow base chosen in Options — the model's listed rate (default), the cheapest pay-as-you-go rate found for it, or the cheaper of the two — so the average climbs towards that blended rate.

The quota is one shared budget: each model's published quota is that same budget restated at its rates, and the budget is allocated in the model order shown, so a different order or blend moves the curve. A token type a model does not price still counts in the volume but adds no cost. The token axis is logarithmic, so a wide range of usage fits on one chart.

The pay-as-you-go line is the cheapest real rate per model (fee included; sales tax excluded) — an exact variant match when a pay-as-you-go gateway publishes that variant, otherwise the model's nearest published row — so it can combine more than one gateway. When that rate equals the plan's own listed rate the chart shows the listed line only.

The markers: the quota usage break-even is where the average meets the plan's list rate, so below it you pay more per token than list; the plan break-even is where the average starts to beat the cheaper of the two references; loses to the cheapest is where it stops doing so (it exists only when the overflow base is dearer than that reference); the your mix point is your stated usage, labelled with its monthly token volume, where the horizontal guide marks the mix's average cost per 1M, and the shaded band is where the subscription wins. With Promo prices off, every figure uses the pre-promo list rates and quotas, and the commitment reverts to the list subscription.

How the plan quota is consumed

A subscription grants one monthly budget. The budget is allocated to the models in the order listed here: each model spends its usage divided by its quota, capped by what is left, so the total never exceeds 100%. Reorder the models to approximate your own pattern. Usage above a model's quota, or beyond the budget, is billed at the listed rate.

ModelUsageMonthly quota% of QuotaPay as you go
GLM 5.3 Flash$29.10$60.0048.5%
DeepSeek V4.1 Flash (Off-Peak)$15.71$60.0026.2%
DeepSeek V4.1 Flash (Peak)$5.54$60.009.2%
Total$50.3584%$0.00

Budget used = 0.839 (84%) · Covered = $50.35 · Pay as you go = $0.00

Effective rates (listed vs effective)
ModelInput /1MOutput /1MCached read /1M
GLM 5.3 Flash$0.03$0.15$0.099$0.5$0.006$0.03
DeepSeek V4.1 Flash (Off-Peak)$0.03$0.15$0.119$0.6$0.001$0.003
DeepSeek V4.1 Flash (Peak)$0.06$0.3$0.238$1.2$0.001$0.006

Effective = listed × 0.199 at this usage · 84% of the plan budget used

Promo active

These figures use promotional rates or quotas. They change when the promo ends — confirm current pricing before you decide.

  • DeepSeek V4.1 Flash (Off-Peak) — 4× usage promo ($15 → $60 quota) · ends 2026-09-20
  • DeepSeek V4.1 Flash (Peak) — 4× usage promo ($15 → $60 quota) · ends 2026-09-20

Experimental. Confirm every figure against the provider's own pricing before you rely on it. DeepFrugal is not responsible for calculation errors.

Not sure how to read it? How the break-even calculator works.

Plans, promos and prices change over time. Check the live table for current values.

Compare live AI subscription prices

Every widget links back to the live comparison table, where you can filter by plan, price and privacy, and sort the results. Four tools cover the decision from different angles:

Related reading: subscription vs pay-as-you-go walks through the calculator, and a head-to-head of two low-cost coding plans shows two real quotas side by side.

Summary

A dollar-credit subscription is one wallet, spent at the models' own prices. Its best case is the biggest single-model quota; a mixed workload usually covers less, so value per dollar is a ceiling, not a guarantee. Three thresholds decide the rest: where the average falls to the listed rate, where the plan starts to beat pay-as-you-go, and where it loses again. Estimate your monthly tokens, then check the live table or run the break-even calculator.

Frequently asked questions

What is an AI subscription?

A monthly fee that includes a set amount of model usage. Instead of paying per token, you pay once and spend the included usage during the month.

What are dollar credits?

The most common kind of included usage. The plan gives you a budget of dollars, and every model spends from that budget at its own listed price. Different models therefore use it at different speeds.

How many tokens does a $10 subscription give?

It depends on the models you run. The included amount is a budget of dollars, and each model spends it at its own rate, so a cheap model gives many tokens and an expensive one few.

Do the per-model quotas add up?

No. The plan grants one budget, not one per model. Each model's published quota is that same budget seen at the model's own rates, so adding them counts the plan several times.

Why do different models show different quotas?

Because their rates differ. A budget of dollars buys fewer tokens from an expensive model and more from a cheap one, so the same budget is restated as a smaller dollar quota for the dearer model.

What is value per dollar?

The usage the plan covers, in dollars, divided by the monthly fee. It is a best case, not a promise — it assumes you spend the whole budget on the model with the largest quota.

Can I always get the full value?

No. The best case needs the whole budget spent on the single model with the biggest quota. Share the budget across models with smaller quotas and you cover less, even if you use the whole budget.

Why does the cost per token fall, then rise?

The fee is fixed and spreads over more tokens as you use more, so the average falls to its lowest point at the quota limit. Above the limit extra tokens are billed at the listed rate, so the average climbs again.

When does a subscription beat paying per token?

In the middle of the curve. Use too little and the fee is not recovered; use too much and the extra usage costs more than buying tokens directly. The sweet spot is between those two points and the quota limit.

Is an AI subscription cheaper than an API?

It depends on how much you use. A subscription wins when your usage covers most of the included amount; paying per token wins when you use little, or when your usage swings a lot from month to month.

What happens if I use more than the quota?

The usage above the quota is billed separately, at the plan's overflow rate — usually the model's listed rate. The plan covers the quota; you pay for the rest.

Do unused AI subscription credits roll over?

Usually not. Most plans reset the included usage each month, and what you do not spend is gone. A few plans allow a capped rollover — check the plan's own terms.

Do weekly limits change the price?

No. Weekly and daily limits only cap how fast you can spend the budget. They matter for usage that comes in short, heavy bursts, where a window can throttle you before the month ends.

How do I check a real plan?

Estimate your monthly tokens, then open the break-even calculator and read where you land against the break-evens. It values a plan against the cheapest pay-as-you-go route. The step-by-step tutorial shows how to read it.