Membership-level pricing,paid by API usage
CoderPlan lets you call model APIs at membership-level cost without prepaying a monthly plan. Balance is consumed by real usage, built for fluctuating AI coding workflows across Claude Code, Cursor, Codex CLI, and Gemini CLI.
Membership-level cost, pay-as-you-go billing, with model, token, cost, cache-savings, and balance details you can inspect.
$ export API_BASE=https://api.coderplan.ai
$ claude "Build a Pomodoro app"
model: claude-sonnet
Input 34K · Cache read 94K · Output 4.2K
Cost ¥6.20 · Estimated savings ¥12.40
Balance ¥93.80 · Request succeeded
Membership-level pricing
API calls can reach membership-like usage cost
No full-month prepay
Avoid committing a whole month of budget upfront
Use more when busy
Pay by real task usage for fluctuating development cycles
High cache hit rate
Cache hits help the same balance cover more useful work
Auditable spend
Model, tokens, cache savings, and balance movement stay visible
Much cheaper than list price, same models
See roughly how much common models can save, then run a real task with a small balance. No monthly prepay and no budget guesswork.
Every call records model, tokens, cache savings, and balance movement so you can judge whether the spend was worth it.
| Model | Official price | CoderPlan price | Vs official |
|---|---|---|---|
GPT-5.5 OpenAI | $5.00 / $30.00 input / output | $0.35 / $2.08 input / output | about 0.7/10Save about 93% |
GPT-5.4 OpenAI | $2.50 / $15.00 input / output | $0.17 / $1.04 input / output | about 0.7/10Save about 93% |
Claude Opus 4.7 Anthropic | $15.00 / $75.00 input / output | $1.74 / $8.68 input / output | about 1.2/10Save about 88% |
Claude Opus 4.6 Anthropic | $15.00 / $75.00 input / output | $1.74 / $8.68 input / output | about 1.2/10Save about 88% |
Claude Sonnet 4.6 Anthropic | $3.00 / $15.00 input / output | $1.04 / $5.21 input / output | about 3.5/10Save about 65% |
Gemini 2.5 Pro Google | $1.25 / $10.00 input / output | $1.22 / $9.72 input / output | about 9.7/10Save about 3% |
Unit: USD/1M tokens · View all model prices
The price advantage comes from cost optimization, not model replacement
CoderPlan's pricing advantage comes from model routing, cache hits, and pay-as-you-go efficiency. You are still calling Claude, OpenAI, Gemini, and other model APIs; after a call, you can see which model was used, how much cache cost was saved, and why the balance changed.
Choose a top-up tier
Top up as needed. Balance does not expire and is available anytime.
New users can first use trial balance to connect a tool, run a real task, and then top up after confirming the result.
Usage path
CoderPlan focuses on three things
Easy to start
Claim trial balance, create an API Key, follow the docs for common AI coding tools, and start within minutes.
Pay as you go
Turn membership-level pricing into rechargeable balance for fluctuating API and AI coding tasks.
Know the value
See model, tokens, cache savings, and balance changes after every call, so you know which tasks deserve more budget.
Pay for outcomes
Put budget into results, not monthly lock-in
AI coding work is not evenly distributed every day. You need capacity when work is heavy, without burning monthly fees during quiet periods. CoderPlan bills real API calls so budget goes to requests that move development, debugging, and delivery forward.
Call cache optimization
The savings come from high cache hits
AI coding tools repeatedly send project context and system prompts. After a cache hit, repeated content does not need to be repriced at the full rate every time.
Example based on common long-context tasks. Actual usage changes with model and task content.
Common tool access
Connect common AI coding tools from the docs
System status
Core service stability
We continuously sync key dependency status for Claude, OpenAI, Gemini, and others so you can judge whether the site is stable to use.
Status sync delayed
Updated at Waiting for sync · refreshes every 60 seconds
Claude API
Claude · Sync delayed
Sync delayed
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OpenAI API
OpenAI · Sync delayed
Sync delayed
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Gemini API
Gemini · Sync delayed
Sync delayed
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Trackable spend
Long-term access needs clear spend
Every request keeps model, token, cache-read, status, and balance-change details. Run small tasks first, then decide which models fit daily work and which should be reserved for hard problems.
FAQ
Have another question? Contact our support team anytime.
Yes. The price advantage comes from model routing, cache optimization, and pay-as-you-go efficiency, not replacing your request with a cheaper model. Use trial balance for a real task first, then inspect quality, speed, and balance movement before continuing.
Start building your first app
Claim trial balance, connect Claude Code, Cursor, or Codex CLI, and turn an idea into a working product.