Clawdbot Pricing & Cost to Run: Free Software, Paid Model Usage

Update (October 8, 2026): Clawdbot was renamed Moltbot and then OpenClaw in January 2026 (OpenClaw announcement), and the software is still free and open source under the MIT license. What you pay for is model API usage plus optional hosting, so the price table and worked examples below now use Anthropic's current API prices as of October 8, 2026, with Claude Sonnet 5.5, Opus 5.5 and Haiku 5.5 in place of the 4.5 models. For setup, see How to Install OpenClaw on Mac, Windows, Linux or a Server.

How much does it cost to use Clawdbot? The software itself costs nothing: OpenClaw, the current name of Clawdbot, is open source under the MIT license. Hosting costs $0 on a computer you already own, or a few dollars a month for a small VPS if you want it running around the clock. The variable part is model API usage, which depends on how many tokens your assistant sends and which model you pick. In the worked examples below, light personal use on a small Claude model stays around $2 to $20 a month, a full working day of agent use on Claude Sonnet 5.5 runs about $5 to $9 per active day, and an always-on agent that resends a large context without caching or a spending cap can pass $1,000 a month.

Quick Cost Overview - What You'll Actually Pay

Before diving into the details, here's what you need to know about Clawdbot costs right now. The software that powers Clawdbot (now officially called OpenClaw) is free and open source. You download it, install it, and use every feature without paying anything for the application itself. However, Clawdbot needs AI models to function, and accessing those models through APIs is where your costs come from.

Your monthly bill depends on three inputs: how many tokens you send each day, what share of them are output tokens (which cost more), and which model handles the work. The worked examples later in this guide show the arithmetic so you can swap in your own numbers.

Important Warning: Agent workloads resend context with every step, so token counts climb faster than chat users expect. An assistant that resends a 100,000-token context 300 times a day uses 30 million input tokens; at Claude Sonnet 5.5's $2 per million input tokens without caching, that is $60 a day, or about $1,800 over 30 days, before output tokens. Set a spend limit before you start using Clawdbot seriously.

Can you use a Claude Pro or Max subscription instead of API credits? Anthropic's Claude Code legal and compliance page says subscription sign-in (OAuth) is meant for ordinary use of Claude Code and Anthropic's own apps, and that third-party developers may not route requests through Free, Pro or Max plan credentials. OpenClaw's Anthropic provider docs recommend an Anthropic API key for new setups, billed pay-as-you-go. They also describe a "Claude CLI" option that reuses an existing Claude Code login on the same machine and draws on that subscription's usage limits. For a predictable bill, budget for API usage.

Understanding the Cost Structure

Clawdbot's costs follow a three-layer model that every user should understand before starting. Each layer contributes differently to your total monthly expenses, and knowing where your money goes helps you make better decisions about how to use the tool effectively while managing costs.

The first layer is the software itself, which carries zero cost. OpenClaw is distributed under the MIT license, meaning you can download, modify, and use it freely. This includes its bundled skills, browser automation, messaging integrations (Discord, Slack, WhatsApp and others), and the gateway that runs your automations. Unlike many developer tools that charge subscription fees for professional features, OpenClaw keeps everything open and accessible.

The second layer covers hosting. Running Clawdbot on your local machine (Mac, Windows, or Linux) costs nothing beyond your existing hardware and electricity. For always-on availability, a small VPS works because the model runs on the provider's servers and your machine only hosts the OpenClaw gateway. OpenClaw's Raspberry Pi guide lists 1 GB of RAM as the minimum and recommends 2 GB or more. As of October 8, 2026, DigitalOcean's Basic Droplets cost $6 a month with 1 GiB of RAM and $12 a month with 2 GiB; Hetzner and other VPS providers offer similar small servers.

The third layer, and the one that determines your actual monthly expenses, is API usage. Every time Clawdbot interacts with an AI model to process your requests, generate responses, or execute complex reasoning chains, you pay for the tokens consumed. This pay-per-use model means your costs directly correlate with usage volume and model choice. Claude Haiku 5.5 costs $0.10 per million input tokens for prompts up to 100,000 tokens, while Claude Opus 5.5 costs $4, so routing simple tasks to the small model changes the bill by an order of magnitude.

Understanding this structure reveals an important insight: Clawdbot's effective cost isn't a fixed subscription fee you pay regardless of usage. It's a variable expense you control through your choices about when to use it, which models to select, and how efficiently you structure your workflows. For those getting started with Clawdbot, the OpenClaw installation guide covers setup options that help you begin with minimal overhead.

Claude API Pricing Reference

This section lists Anthropic's official API prices for the Claude models you are most likely to configure in OpenClaw, as of October 8, 2026 (Anthropic pricing). OpenClaw also works with OpenAI, Google Gemini and other providers; check each provider's own pricing page, such as OpenAI API pricing, before you switch.

Claude Model Pricing (per million tokens)

Claude Opus 4.1, Opus 4, Sonnet 4 and Haiku 3.5 are retired on Anthropic's own API, and Claude Sonnet 4.5 is deprecated, so pick a current model when you configure OpenClaw.

Several features affect pricing beyond base token costs. Prompt caching offers significant savings when you reuse system prompts or conversation context. Writing to the 5-minute cache costs 1.25x the base input price and writing to the 1-hour cache costs 2x. Reading from cache costs 0.1x the base input price on most models, and 0.05x on Claude Opus 5.5 and Sonnet 5.5. For an agent that resends the same context on every step, this is the largest single saving.

The Batch API provides a flat 50% discount for non-urgent processing. Requests submitted to the batch endpoint process within 24 hours rather than immediately, making this ideal for background tasks, bulk operations, or any workflow where immediate response isn't critical.

Long context no longer carries a surcharge on most current models. Anthropic says Claude 4.6 and later models, except Haiku 5.5, include the full 1M-token context window at standard per-token prices. Haiku 5.5 is the exception: a prompt over 100,000 tokens is billed at the higher row in the table. Also note that Claude 4.7 and later models use a newer tokenizer that produces roughly 30% more tokens for the same text, so a workload moved from an older model will count more tokens.

For developers already working with Claude APIs, the Claude API pricing per million tokens guide provides additional detail on calculating costs for specific use cases and comparing with alternative providers.

Real Costs by Usage Scenario

Abstract token prices don't translate easily into monthly budgets, so this section turns them into worked examples. The token volumes are assumptions, not measured averages; replace them with the numbers OpenClaw reports for your own sessions (see Cost Control and Monitoring below).

Learner / Hobbyist: about $2-20/month

This profile applies to users exploring Clawdbot's capabilities, learning AI-assisted development, or using it occasionally for personal projects. Assume 750K tokens on each day you use it, a 60/40 input/output split, and 10 active days a month.

• Claude Haiku 5.5 (prompts under 100K tokens): 450K × $0.10 + 300K × $0.50 per million = $0.045 + $0.15 = $0.195 per day, or about $2 for 10 days.
• Claude Haiku 4.5: 450K × $1 + 300K × $5 per million = $0.45 + $1.50 = $1.95 per day, or about $20 for 10 days.

If individual prompts grow past 100,000 tokens, Haiku 5.5 switches to its higher price row, which is five times the base rate.

Daily Developer: about $100-170/month

Professional developers using Clawdbot as a regular development tool fit this profile. Assume 3 million tokens per working day, 20 working days a month, and a 90/10 input/output split, which is typical for agents that resend context and tool results on every step.

On Claude Sonnet 5.5 ($2 input / $10 output per million) without caching: 2.7M × $2 + 0.3M × $10 = $5.40 + $3.00 = $8.40 per day, or $168 for 20 days. If 70% of the input is read from the prompt cache at $0.10 per million: 0.81M × $2 + 1.89M × $0.10 + $3.00 = $1.62 + $0.19 + $3.00 = $4.81 per day, or about $96 for 20 days (cache writes add a little on top).

Power User: about $280-570/month

Users in this category run Clawdbot extensively throughout the day for complex tasks: full project development, sophisticated automations, multi-step reasoning chains, and agentic workflows. Assume 8 million tokens per day, 22 active days, a 90/10 split, and 70% of input served from cache.

• On Claude Sonnet 5.5: 2.16M × $2 + 5.04M × $0.10 + 0.8M × $10 = $4.32 + $0.50 + $8.00 = $12.82 per day, about $282 a month.
• On Claude Opus 5.5: 2.16M × $4 + 5.04M × $0.20 + 0.8M × $20 = $8.64 + $1.01 + $16.00 = $25.65 per day, about $564 a month.

A mixed-model setup, with Haiku for simple operations, Sonnet for most work and Opus only for the hardest reasoning, lands between these figures.

Team / Enterprise: compare with Claude Code's published figures

Teams multiply individual costs. As a reference point from a comparable coding agent, Anthropic's Claude Code cost page reports that across enterprise deployments the average is around $13 per developer per active day and $150-250 per developer per month, with 90% of users below $30 per active day. Those figures describe Claude Code, not OpenClaw, so treat them only as a rough benchmark.

Enterprise customers can contact Anthropic for custom pricing arrangements, potentially including volume discounts, dedicated support, and custom rate limits. For teams with multiple developers, aggregator platforms that consolidate billing and offer unified access to multiple AI providers can simplify cost management.

Subscription vs API - Which to Choose

The choice between Anthropic's subscription plans and direct API usage significantly impacts both cost and flexibility. Understanding when each option makes sense helps you optimize your Clawdbot experience.

Anthropic Subscription Plans

As of October 8, 2026, Claude's pricing page lists Claude Pro at $20 a month, or $17 a month on the annual plan billed as $200 up front. Claude Max starts at $100 a month and comes with 5x or 20x Pro's usage. Team plans run from 2 to 150 seats: a standard seat costs $25 a month billed monthly or $20 billed annually, and a premium seat with 5x the usage costs $125 monthly or $100 annually.

Critical Limitation: Anthropic's rules reserve subscription sign-in for ordinary use of Claude Code and Anthropic's own apps, and OpenClaw's docs recommend an API key for new setups. The OpenClaw "Claude CLI" route only reuses a Claude Code login on the same machine and spends that plan's usage limits, and Anthropic can change how that works without an OpenClaw release. If you want predictable Clawdbot billing, use API credits.

API Usage Model

The API model charges purely based on consumption: you pay exactly for what you use, nothing more. This approach works well when usage is unpredictable, when you need programmatic access (which Clawdbot requires), or when you want fine-grained control over model selection per task.

API access also enables optimization strategies unavailable with subscriptions: batch processing for 50% discounts, prompt caching that bills cached reads at 5-10% of the input price, and dynamic model switching to use cheaper models for simpler tasks.

Decision Framework

Choose API access for Clawdbot if you need programmatic integration (you do, by definition), want to optimize costs through batching and caching, have variable usage patterns, or plan to use multiple AI providers. Choose subscriptions only for direct use of Claude's own apps and Claude Code, separate from Clawdbot.

For users who want API access without managing several provider accounts, aggregator platforms like laozhang.ai provide access to multiple AI models through a single API endpoint with one bill. The API key and OpenRouter integration guide covers configuration for alternative providers.

Hidden Costs You Should Know About

Beyond base token pricing, several cost factors can surprise users who don't read the fine print. Understanding these hidden costs helps you budget accurately and avoid unexpected bills.

Tool Use Overhead

When Clawdbot uses tools (file operations, web searches, browser automation), each request carries the tool definitions and results as extra tokens. Anthropic's pricing page lists a tool-use system prompt of roughly 286 to 675 tokens depending on the model, before your own tool definitions are counted. The bash tool adds 244 to 325 input tokens and the text editor tool adds about 700. These overhead costs accumulate quickly in tool-heavy workflows.

Web Search Costs

The web search tool carries a separate fee of $10 per 1,000 searches, charged on top of token costs for the search results content. If your workflows involve frequent web searches, this can add meaningfully to your monthly bill. Web fetch (just retrieving a URL's content) has no additional fee beyond token costs for the fetched content.

Long Context and Tokenizer Changes

On Claude 4.6 and later models other than Haiku 5.5, a 900K-token request is billed at the same per-token rate as a 9K-token request, but it still costs a hundred times more because it has a hundred times more tokens. Haiku 5.5 bills prompts over 100,000 tokens at five times its base rate, and Claude 4.7 and later count about 30% more tokens for the same text than older models.

Code Execution

The code execution tool provides 1,550 free hours per organization per month. Beyond that, additional usage costs $0.05 per hour per container. Code execution is free when the request also includes the current web search or web fetch tool.

Computer Use

Computer use (visual desktop automation) adds significant token overhead: Anthropic lists about 4,500 input tokens for the current computer-use toolset definition, or 466-499 system prompt tokens plus about 735 tokens per tool definition for the older tool versions. Screenshots are billed as image input on top of that.

Agent Loops

Multi-step agent workflows multiply costs because each step consumes tokens for context, reasoning, and tool execution. A task that requires 10 steps doesn't just cost 10x a single interaction: the accumulating context makes each subsequent step progressively more expensive. An automation without a stop condition keeps spending until it hits your limit, which is why the next section matters.

Cost Control and Monitoring

Implementing cost controls before you start heavy usage prevents bill shock and enables sustainable Clawdbot adoption. Anthropic and OpenClaw both provide tools for monitoring and limiting expenditure.

Setting Spending Limits

Each Anthropic API usage tier has a monthly spend cap ($500 on Start, $1,000 on Build), and you can set your own lower limit under Settings > Billing > Spend limits in the Claude Console (Anthropic rate limits). When usage reaches a limit you set, API requests return an error until the stated reset time or until you raise the limit. This prevents runaway costs from unexpected usage spikes or automation bugs. You can also set separate spend and rate limits per workspace.

Set your limit conservatively when starting; you can always increase it. A new user might set a $50 monthly cap to explore safely, then adjust upward as usage patterns become clear. Teams should give each project or automation its own workspace where possible, creating natural boundaries that prevent one runaway workflow from consuming the entire budget.

Real-Time Monitoring

OpenClaw reports usage itself (OpenClaw usage tracking). In a chat, /status shows session tokens and an estimated cost for API-key models, /usage tokens or /usage full adds a usage footer to each reply, and /usage cost gives a local cost summary from session logs. From the terminal, openclaw status --usage prints a per-provider usage breakdown. Checking costs before and after significant operations builds awareness of which tasks consume the most resources.

For programmatic monitoring, the API response includes usage statistics in every response. Tracking these metrics over time reveals patterns: which tasks cost most, when usage spikes occur, and where optimization would have the greatest impact. The Claude Console's Usage page remains the authoritative record for billing.

Usage Alerts

Configure alerts at multiple threshold levels: perhaps 50% of your monthly budget as an early warning, 80% as a more serious alert, and 95% as a final warning before limits hit. These alerts provide time to adjust usage before hitting hard stops.

Some users implement automated responses to high usage: switching to cheaper models when daily spend exceeds thresholds, pausing non-critical automations during high-usage periods, or requiring manual approval for operations above certain token counts.

Daily Budget Practice

Dividing your monthly budget by working days gives a daily target. If your monthly budget is $150 and you work 20 days, that's $7.50/day. Checking your daily spend against this target keeps costs on track without requiring constant monitoring.

For comparison, Anthropic's published Claude Code figures put the enterprise average around $13 per developer per active day, with 90% of users under $30 per active day.

Cost Saving Strategies

Multiple optimization techniques can reduce Clawdbot costs significantly. In the daily-developer example above, caching 70% of input alone cut the monthly figure from $168 to about $96.

Batch Processing (50% Savings)

The Batch API processes requests at half the normal token cost but delivers results within 24 hours rather than immediately. Interactive chat replies can't wait that long, so this applies to background jobs you send through the Batch API yourself: report generation, large codebase analysis, documentation generation, and similar overnight tasks.

Prompt Caching (90-95% Off Cached Input)

Prompt caching stores frequently used content so you pay write costs once and read costs repeatedly. Cache reads cost 10% of the base input price on most Claude models and 5% on Claude Opus 5.5 and Sonnet 5.5.

Common caching candidates include system prompts that remain constant across conversations, project documentation referenced in many requests, coding style guides and conventions, and shared context for team workflows. The prompt caching guide provides implementation details and advanced patterns.

Smart Model Selection (Up to 40x Price Difference)

Claude Haiku 5.5 costs $0.10/$0.50 per million tokens for prompts up to 100K tokens. Claude Opus 5.5 costs $4/$20. That's a 40x difference in both input and output price. Claude Haiku 4.5, at $1/$5, is 4x cheaper than Opus 5.5.

Develop task-appropriate model selection: Haiku for simple questions, classification, and light editing. Sonnet for most development work, moderate reasoning, and code generation. Opus for complex reasoning, architectural decisions, and tasks requiring the highest capability. Implementing automatic model selection based on task complexity optimizes costs without requiring manual decisions for each request.

Aggregator Platforms

API aggregator platforms like laozhang.ai consolidate access to multiple AI providers through a single API endpoint. Benefits include unified billing across providers, automatic model fallbacks for reliability, and access to models from multiple providers without managing separate accounts.

For teams using multiple AI models or wanting simplified billing, aggregators can reduce administrative overhead. The trade-off is depending on a third party rather than direct provider access, which is acceptable for many use cases but requires evaluation against your specific requirements. Compare the per-token price with the provider's official rate before switching.

Local Models

For truly cost-sensitive operations where quality can be lower, running local models through Ollama eliminates API costs entirely. Local models work well for drafts, brainstorming, simple questions, and tasks where the AI's output will be heavily edited anyway.

The trade-off is significant: local models produce lower-quality results than Claude, especially for complex reasoning and coding tasks. Use local models only for non-critical operations where cost savings outweigh quality requirements.

Token Optimization

Reducing token consumption at the prompt level compounds with all other savings. Write concise prompts that convey intent without unnecessary verbosity. Avoid including irrelevant context in requests. Use structured output formats to reduce output token counts. Set maximum output limits when full responses aren't needed.

These practices trim tokens on every request, and because agents resend context, a smaller context saves money on every following step as well.

Conclusion and Quick Reference

Clawdbot's cost structure (free software, optional hosting, and variable API usage) puts you in control of expenses. The examples in this guide range from about $2 a month for light use on Haiku 5.5 to several hundred dollars a month for heavy daily agent work, and they scale with token volume, cache hit rate and model choice.

Quick Cost Reference (worked examples, October 2026 prices)

Cost Control Checklist

Set a spending limit in the Claude Console before starting serious usage. Use OpenClaw's /status and /usage cost regularly to track session expenses. Enable alerts at 50%, 80%, and 95% of monthly budget. Choose appropriate models for each task type rather than defaulting to the most expensive option.

Savings Quick Reference

Batch API provides 50% off for non-urgent work. Prompt caching bills cached input at 5-10% of the normal price. Model selection creates up to a 40x price difference between Haiku 5.5 and Opus 5.5.

For users managing multiple API providers, aggregation platforms offer consolidated access with one bill. Whatever approach you choose, the key principle remains: understand your costs, set limits, and implement the optimization strategies that match your usage patterns.