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AI agent cost by complexity
Pricing scales with how much the agent has to decide on its own. A single-workflow agent that calls a few tools in a fixed sequence is a different build than a multi-agent system that plans, delegates, and recovers from its own errors.
| Tier | Examples | Cost | Timeline |
|---|---|---|---|
| Single-task agent | One workflow, a handful of tool calls, simple decision logic | $8,000-$50,000 | 4-8 weeks |
| Single-workflow agent with RAG | Tools plus retrieval over your own data, moderate decision logic | $20,000-$70,000 | 6-10 weeks |
| Multi-tool agent | Several integrations, more complex branching, human-in-the-loop steps | $50,000-$150,000 | 3-5 months |
| Multi-agent system | Coordinated agents that plan, delegate, and hand off work to each other | $150,000-$400,000+ | 6-12+ months |
| Enterprise agent platform | Governance, compliance, and multiple agent types across departments | $150,000-$500,000+ | 6-12+ months |
What each component adds
| Component | Cost range | Notes |
|---|---|---|
| Base AI development | $12,000-$18,000 | Core agent logic and model integration |
| Custom features | $3,000-$12,000 | Anything beyond the base workflow |
| Integrations (APIs/tools) | $1,000-$10,000+ per system | Each tool or data source the agent can call |
| RAG setup | $4,000-$12,000+ | Retrieval over your own documents or data |
| Decision logic | $1,500-$7,000+ | Branching, routing, and when to escalate to a human |
| Security and compliance | $3,000-$25,000+ | Scales fast for regulated use cases |
| Testing/QA | $2,000-$5,000 | Separate from evaluation of the agent's judgment |
| Infra and deployment | $3,000-$9,000 | Hosting, logging, and the deployment pipeline |
On a typical build, engineering is 60-70% of the cost and integration plus QA is 40-60%. LLM API fees themselves are usually only 5-15% of total build cost, so the biggest lever on price is scope, not the model you choose.
Cost by who builds it
| Option | Cost model | Total for a typical v1 | Trade-offs |
|---|---|---|---|
| No-code agent platform | Subscription: Lindy Team $29.99/mo, Zapier Agents Pro ~$33/mo | $30-$50/mo plus your own time | Fastest to test an idea; limits on logic and integrations |
| Freelancer or small team | $35-$160/h depending on region | $15,000-$50,000 for a single-workflow agent | You own more of the architecture decisions |
| Agency, fixed-price | Quoted as a fixed price, not hourly | $20,000-$70,000 | Price agreed up front; RapidDev's band sits at the lower end |
| In-house AI engineer | Salary-based, not hourly | $150,000-$220,000+/yr loaded | Right once the agent needs continuous iteration and ownership |
Running cost per task (worked math, Nov 2026 prices)
Worked example: a back-office agent running 20 steps, each with about 30,000 input tokens and 1,000 output tokens, for 600,000 input and 20,000 output tokens per completed task.
| Model | Uncached per task | With ~80% cache hits | 1,000 tasks/mo |
|---|---|---|---|
| Claude Opus 5.5 ($4/$20 per M) | 600K x $4/1M + 20K x $20/1M = $2.80 | ~$1.00 | $1,000-$2,800 |
| Claude Sonnet 5.5 / GPT-6.1 Sol ($2/$10 per M) | $1.20 + $0.20 = $1.40 | ~$0.49 | $490-$1,400 |
| Claude Haiku 5.5 ($0.10/$0.50 per M, up to 100K prompts) | $0.06 + $0.01 = $0.07 | ~$0.03 | $30-$70 |
| GPT-6 Astra ($10/$50 per M) | $6.00 + $1.00 = $7.00 | - | $7,000 |
A voice agent runs on a different meter: Retell AI prices at roughly $0.15/minute all-in, so a 5-minute call costs about $0.75, or around $1,500/mo at 2,000 calls. Add other running costs on top of model fees: tokens $1,000-$5,000+/mo, infra $500-$3,000/mo, monitoring $200-$1,000/mo, and prompt tuning $500-$3,000/mo. A first-year total cost of ownership for a RAG agent, including the $30,000-$80,000 build plus $500-$2,500/mo to run it, lands around $46,000-$126,000.
How to spend less without regretting it
- Start with one workflow and a human approval step before automating the whole process end to end
- Prove the concept on a no-code agent platform like Zapier, Make, n8n, or Lindy before commissioning a custom build
- Use prompt caching. It's the single biggest lever on running cost, cutting repeated-context tokens to roughly 5% of the uncached price
- Route simple steps to a cheap model like Claude Haiku and reserve a premium model for the steps that actually need it
- Cap the number of steps an agent can take per task so a logic bug can't turn into a runaway bill
- Compare the cost of building against a bought agent product for the same job before committing to a custom build
What it costs with RapidDev
RapidDev's standard engagement is a fixed $13,000-$25,000 over 6-10 weeks. The Project Scoper on this page has priced an AI agent with two integrations plus login and admin at $16,500-$21,500 over 7-9 weeks, which is a representative single-workflow agent build inside that band.
That covers agents with real tools and retrieval, in the same territory as the market's own entry tier: Cleveroad prices a reactive agent at $20,000-$35,000+ and Biz4Group a comparable scope at $20,000-$45,000. RapidDev's fixed price sits at the lower end of that range as a scoped v1.
What's out of range: multi-agent systems that coordinate and delegate across several agents, enterprise agent platforms with governance requirements, and voice-agent fleets that need telephony compliance. Those typically start around $80,000 in the broader market. Run your scope through the scoper above, and a follow-up call turns it into a fixed quote within about 48 hours.
Get a fixed-price quoteFrequently asked questions
How much does it cost to build an AI agent?
A single-workflow agent with tools and retrieval costs $15,000 to $50,000 and takes 4 to 10 weeks. A multi-tool agent runs $50,000 to $150,000, and a coordinated multi-agent system climbs to $150,000-$500,000 or more.
Why do AI agent cost quotes vary so much?
One meta-analysis of nine pricing guides found the same 'simple' agent tier quoted anywhere from $8,000 to $80,000, a 10x spread. Guides disagree on what counts as simple; always compare the actual feature list, not just the tier name.
How long does it take to build an AI agent?
A single-workflow agent typically ships in 4-10 weeks. A multi-tool agent takes 3-5 months, and a true multi-agent system runs 6-12 months or longer.
How much does an AI agent cost to run per month?
LLM fees are usually the smaller running cost. A 20-step back-office agent task costs about $1.40 on Claude Sonnet 5.5 uncached, dropping to roughly $0.49 with heavy prompt caching. At 1,000 tasks a month, that's $490-$1,400 in model fees, plus $500-$3,000/mo in infra.
What is AI agent pricing from off-the-shelf vendors?
Vendor pricing is usually usage-based: Intercom's Fin charges $0.99 per resolved outcome, Zendesk $1.50-$2.00 per automated resolution, and Salesforce Agentforce $2 per conversation or $0.10 per action. Those can be cheaper than a custom build at low volume and more expensive at scale.
Should I build a custom agent or buy an agent product?
Start with a no-code platform or a vendor product to prove the workflow has value, since more than 40% of agentic AI projects get canceled over unclear value, according to Gartner. Move to a custom agent once the workflow is proven and you need logic or integrations the vendor doesn't support.
Does RapidDev build AI agents?
RapidDev's $13,000-$25,000 fixed-price band covers single-workflow agents with tools and retrieval, for example an agent with two integrations plus login and admin, priced at $16,500-$21,500 over 7-9 weeks. Multi-agent systems and enterprise agent platforms are outside that range.
