What you can actually get
Startup programs that cover the bill instead of you.
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Anthropic
Up to $100,000
Claude for Startups: a free year of Claude Team, $1,000 in Claude API credits, higher rate…
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AWS
Up to $200,000
Up to $200,000 in AWS credits through AWS Activate
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Google Cloud
Up to $350,000
Up to $200,000 in Google Cloud credits over 2 years for Seed to Series A startups, up to…
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Microsoft
Up to $150,000
Microsoft for Startups: $200 in Azure credits at signup, $5K after business verification…
Claude API pricing per model (September 2026)
All prices in USD per million tokens, from Anthropic's pricing docs. Cache write columns are what you pay to store a prefix; cache read is what you pay when a later request reuses it.
| Model | Input | Output | 5-min cache write | 1-hour cache write | Cache read |
|---|---|---|---|---|---|
| Claude Fable 5.1 | $10 | $50 | $12.50 | $20 | $0.25 |
| Claude Fable 5 | $10 | $50 | $12.50 | $20 | $1 |
| Claude Opus 5 | $5 | $25 | $6.25 | $10 | $0.50 |
| Claude Opus 4.8 / 4.7 / 4.6 / 4.5 | $5 | $25 | $6.25 | $10 | $0.50 |
| Claude Sonnet 5 | $2 | $10 | $2.50 | $4 | $0.20 |
| Claude Sonnet 4.6 / 4.5 | $3 | $15 | $3.75 | $6 | $0.30 |
| Claude Haiku 4.5 | $1 | $5 | $1.25 | $2 | $0.10 |
Older models (Opus 4.1, Opus 4, Sonnet 4, Haiku 3.5) are retired on the first-party API and remain only on Bedrock or Google Cloud at their old rates. Sonnet 5's $2/$10 launched as introductory pricing; Anthropic has confirmed it is now the standard rate and the planned increase to $3/$15 will not happen.
Batch API pricing (50% off)
The Batch API processes requests asynchronously, typically within hours, at half price on both input and output. It stacks with prompt caching. Fast mode is not available in batch.
| Model | Batch input / MTok | Batch output / MTok |
|---|---|---|
| Claude Fable 5.1 / Fable 5 | $5 | $25 |
| Claude Opus 5 / 4.8 / 4.7 / 4.6 / 4.5 | $2.50 | $12.50 |
| Claude Sonnet 5 | $1 | $5 |
| Claude Sonnet 4.6 / 4.5 | $1.50 | $7.50 |
| Claude Haiku 4.5 | $0.50 | $2.50 |
Batch is the single biggest lever for offline workloads: nightly classification, document processing, evaluation runs, embeddings prep. If a request does not need an answer in seconds, it belongs in a batch.
The multipliers that change your bill
List price is the starting point. These are the modifiers Anthropic applies, and most production bills are shaped more by them than by the model choice.
Prompt caching
A 5-minute cache write costs 1.25x the input price; a 1-hour write costs 2x. Every read of that cached prefix costs 0.1x input (0.025x on Fable 5.1). So caching pays for itself after one read on the 5-minute TTL and after two reads on the 1-hour TTL. For any app with a long system prompt or shared context, caching is the difference between a viable margin and not.
Long context
Claude 4.6 and later include the full 1M-token context window at standard pricing. A 900k-token request is billed at the same per-token rate as a 9k-token request. There is no long-context surcharge.
Tokenizer change
Claude 4.7 and later use a newer tokenizer that produces roughly 30% more tokens for the same text. Sonnet 5 at $2/$10 is still cheaper than Sonnet 4.6 at $3/$15 after that, but compare on your real prompts rather than on list price.
Fast mode
Fast mode on Opus 5 and Opus 4.8 gives significantly faster output at $10 input / $50 output, double the standard Opus rate. It stacks with caching and data residency multipliers and is first-party API only.
Data residency
US-only inference (inference_geo: "us") on 4.6+ models adds a 1.1x multiplier to every token category. Global routing, the default, uses standard pricing. On Bedrock and Google Cloud, regional endpoints carry a 10% premium over global ones.
Tool use and server-side tools
Tool definitions count as input tokens, and each model adds a tool-use system prompt of a few hundred tokens. Web search is $10 per 1,000 searches plus tokens. Web fetch is free beyond tokens. Code execution is free when used with web search or web fetch; otherwise each org gets 1,550 free container-hours a month, then $0.05 per hour.
Managed Agents
Claude Managed Agents bill tokens at the rates above plus $0.08 per session-hour of runtime while the session is in the running state. Batch discounts do not apply to agent sessions.
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Claude API cost: three worked examples
Real arithmetic using the rates above. Token counts are typical for each workload; substitute your own.
| Workload | Model | Assumptions | Monthly cost (list) | With caching / batch |
|---|---|---|---|---|
| Support ticket triage, 10,000 tickets/month | Haiku 4.5 | ~3,700 tokens per conversation (Anthropic's own example) | ~$37 | ~$19 in batch |
| RAG chatbot, 100,000 queries/month | Sonnet 5 | 5,000 input tokens (4,000 shared context + 1,000 query), 500 output tokens per query | Input 500M × $2 = $1,000 Output 50M × $10 = $500 $1,500 |
Cache the 4,000-token prefix: 400M × $0.20 = $80, plus 100M × $2 = $200 uncached, plus $500 output = $780 |
| Coding agent, one developer, 20 sessions/month | Opus 5 | 50,000 input and 15,000 output tokens per one-hour session (Anthropic's worked example) | $0.625 per session $12.50 |
With 40,000 of the input tokens as cache reads: $0.445 per session, $8.90. Add $0.08/hour runtime if on Managed Agents. |
The RAG row is the one to study. Same model, same traffic, half the bill, from one cache_control field. Before you switch models to save money, switch on caching.
Rate limits, tiers and volume pricing
Rate limits are set by usage tier, not by plan. Anthropic describes three standard tiers: Start (entry-level limits), Build (increased limits for growing apps) and Scale (the highest standard limits for production). You move up by spending and by time on the platform, and you can request limits beyond Scale through sales.
Volume discounts exist but are negotiated case by case, and Anthropic notes that academic and research discounts may be available. Enterprise customers get custom rate limits, dedicated support and invoicing. If you are spending five figures a month, ask.
Billing is monthly in arrears on actual usage, by credit card or invoice, and every dollar is visible in the Claude Console. If you buy through AWS Marketplace or Azure Marketplace, usage is metered in Claude Consumption Units at $0.01 each, converted from the same per-token rates after any negotiated discount.
Claude for Startups members who receive credits automatically get higher API rate limits, which is often worth as much as the credits themselves when you are launching.
For founders
How startups get Claude API credits free
Anthropic's Claude for Startups program is the direct route to free API credits. It is self-serve: a Claude Console account, a company email that matches your website, and a brief description of what you are building. Most applications are decided within minutes; the rest go to manual review, usually two to three business days.
- Stage
- Pre-seed to Series A
- Equity
- None taken
- Referral
- Not needed
The fine print
You qualify if your company was founded in the last five years or raised funding in the last two; bootstrapped companies are eligible. Every member gets $1,000 in API credits (they expire six months after they are granted), one year of Claude Team free for up to five Premium seats if you are new to Team, up to $45,000 in partner offers, and biweekly office hours with Anthropic's Applied AI team. Startups backed by an Anthropic partner VC can claim up to $100,000 in additional API credits through their investor.
Two things to plan around. The credits apply to the first-party API via the Claude Console only, not Bedrock, Vertex AI or Foundry. And when they run out, standard pricing kicks in automatically with no migration. Build your unit economics on the rate table above from the first day, and use the credit period to get caching and batching right.
For inference you run through a cloud provider, AWS Activate, Google Cloud for Startups and Microsoft for Startups credits all cover Claude on their respective platforms.
Claude for Startups
Up to $100,000
- 1 year of Claude Team free for up to five Premium seats (if new to Team)
- $1,000 in Claude API credits, plus higher API rate limits
- Up to $45,000 in partner offers (Claude Startup Stack)
Step by step: from zero to credited Claude API usage
Order matters. Set up the Console before you apply so the credits have somewhere to land.
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1
Create a Claude Console organization on your company domain
Sign up at platform.claude.com with a work email. New accounts receive a small amount of free credit to test with. Our guide to getting an Anthropic API key walks through keys, workspaces and spend limits. -
2
Apply to Claude for Startups
Submit the form at claude.com/programs/startups. Describe specifically what Claude does in your product. Check our Anthropic program page for eligibility and common rejection reasons first. -
3
Turn on prompt caching before you scale
Add a single top-levelcache_controlfield for automatic caching, or place explicit breakpoints. Cache reads at 10% of input price are the largest saving available. -
4
Move offline work to the Batch API
Anything that can wait hours gets 50% off. Classification, enrichment, evaluations and backfills all belong here. -
5
Set workspace spend limits
Create a workspace per environment in the Console and cap spend so a runaway loop cannot burn the credits overnight. - 6
Questions founders ask
How much does the Claude API cost?
How many words is a million tokens?
Is there a free tier for the Claude API?
How do I get Anthropic API credits for my startup?
What is the cheapest Claude model?
Does prompt caching really save money?
Can I use AWS or Google Cloud credits for the Claude API?
Related guides
Claude pricing
Subscription plans alongside the API rates.
How to get an Anthropic API key
Console setup, free credits, rate tiers and key safety.
Claude Code pricing
What Claude Code costs on plans vs the API.
OpenAI API pricing
GPT model rates and OpenAI startup credits, side by side.
Claude for Startups application guide
Step-by-step through the credits form.
Anthropic startup program
Eligibility, tiers and how to apply.