30-Day Experiment: Finding the Cheapest AI for ElevenLabs Workflows —…
Follow one creator's 30-day journey to identify the cheapest AI for ElevenLabs integrations, focusing on cost-effectiveness and practical application.
By lilidi editorial
30 Day Experiment: Finding the Cheapest AI for ElevenLabs Workflows In the world of AI voice generation, ElevenLabs stands out for its quality and natural sounding output. However, for creators and developers on a budget, the recurring question isn't "Is ElevenLabs good?" but rather "How can I integrate it without breaking the bank?" This isn't about finding a free alternative that compromises quality. It's about optimizing the workflow to make ElevenLabs as cost effective as possible. This article details a 30 day experiment undertaken by an independent creator, Alex, specifically focused on identifying the cheapest AI components to complement an ElevenLabs centric workflow without sacrificing essential functionality or quality. The Creator's Challenge: Balancing Quality and Cost Alex, a freelance documentary filmmaker, was exploring AI for script narration and character voices in short
form explainer videos. His primary goal was to achieve broadcast quality audio. ElevenLabs quickly became his go to for its exceptional voice cloning and emotional range. The challenge, however, lay in reducing the overall operational cost of content generation. This included not just the ElevenLabs subscription itself, but also associated AI services like script generation, summarization, and idea generation, which directly impact the input required for ElevenLabs. His hypothesis: "The cheapest AI for ElevenLabs isn't a single tool, but a strategic combination of services." Week 1: Script Generation and Initial Explorations The Scripting Dilemma Alex's initial focus was on efficient script generation. Long form video scripts can be time consuming and expensive to write manually. He needed an AI assistant that could draft coherent, engaging scripts for his explainer videos, which he
could then refine and feed into ElevenLabs. Tools Explored: ChatGPT (Free Tier/Plus): Initially used the free version for basic brainstorming and outline generation. Upgraded to ChatGPT Plus ($20/month) for access to GPT 4, which offered significantly better coherency and factual accuracy for script drafts. While not the "cheapest" in an absolute sense, the productivity gain justified the cost. Copy.ai (Free Trial/Pro): Tested for marketing copy and short video descriptions. Found it less suited for long form narrative scripts compared to ChatGPT. Google Gemini Pro (API via various platforms): Explored through third party platforms offering pay as you go access. Google's API pricing for Gemini Pro proved highly competitive, especially for longer texts. Alex found that prompt engineering here was crucial. Direct API calls allowed for highly granular control over cost. Discovery: For
script generation, ChatGPT Plus offered the best balance of ease of use and quality for conversational scripts. However, for sheer volume and programmatic generation of factual summaries that would then be expanded into scripts, using Google Gemini Pro via API through a cost effective platform (or direct API integration if comfortable with coding) emerged as a strong contender for the "cheapest AI for ElevenLabs script input" if optimized correctly. Week 2: Content Summarization and Repurposing Streamlining Input for ElevenLabs Alex often worked with existing content (interviews, articles) that needed to be condensed into video scripts. He looked for AI tools that could quickly and accurately summarize text, reducing the length of material he'd eventually process with ElevenLabs. Tools Explored: DeepL Summary (Free/Pro): Excellent for quick, accurate summaries. The free tier was useful
for shorter texts, but the Pro version offered higher limits. Its multilingual capabilities were a bonus for Alex's international projects. Notion AI (Part of Notion Subscription): As an existing Notion user, Alex leveraged Notion AI for summarizing meeting notes and research documents. While not a standalone "cheap AI," it added value to an already paid service. Custom Prompting with GPT 3.5 Turbo (API): For large volumes, Alex found that sending his raw text to the GPT 3.5 Turbo API with specific summarization prompts offered the most cost effective solution. The cost per token for GPT 3.5 Turbo is significantly lower than GPT 4, making it the cheapest AI for ElevenLabs adjacent summarization at scale. Discovery: For targeted, high volume summarization directly feeding into ElevenLabs scripts, GPT 3.5 Turbo via API outcompetes dedicated summarization tools purely on cost per processed
word, assuming efficient prompt engineering. For smaller, ad hoc tasks, DeepL Summary provided a robust free option. Week 3: Image and Video Generation for Visuals While not directly "cheapest AI for ElevenLabs" in terms of audio, visual elements are crucial for any video project. Alex needed cost effective ways to generate accompanying visuals. Tools Explored: lilidi.ai (Beta/Subscription): Alex spent significant time with lilidi.ai for generating AI images and short video clips. He appreciated its anti hype approach and focus on utility. The platform proved to be a practical, cost effective solution for concept art, background visuals, and even generating placeholder video sequences that he could then refine. Its pricing model, even in early access, offered significant value compared to hiring a graphic designer for every small visual element. Midjourney (Subscription): While producing
very high quality images, Alex found Midjourney's subscription to be a higher upfront cost, making lilidi.ai a more "cheapest AI" entry point for someone focused on overall project expenses. Stable Diffusion (Local/Cloud): Explored running Stable Diffusion locally for maximum control and no recurring costs after hardware investment. However, the time investment for setup and learning a new technical stack offset some of the cost savings for his immediate project needs. Discovery: lilidi.ai emerged as a particularly strong contender for cost effective AI image and video generation to complement the audio from ElevenLabs. It struck a balance between quality, ease of use, and a practical pricing structure. For a creator balancing various AI costs, having a reliable and affordable visual generation tool like lilidi.ai is critical. Week 4: Orchestration and Final Cost Analysis Bringing It All
Together In the final week, Alex integrated his chosen tools into a cohesive workflow. The goal was to minimize manual intervention and maximize cost efficiency for each step leading up to ElevenLabs audio generation. The "Cheapest AI for ElevenLabs" Stack (Alex's Final Choice): 1. Script Generation: Primarily ChatGPT Plus for creative ideation and initial drafts. For factual content and bulk text generation to be repurposed, Google Gemini Pro via API (accessed through a third party platform) for its competitive token pricing and scalability. 2. Summarization/Pre processing: GPT 3.5 Turbo via API for its extremely low cost per token, specifically for condensing large amounts of text into ElevenLabs ready scripts. 3. Visuals: lilidi.ai for generating high quality, relevant images and short video clips to accompany the ElevenLabs narration. This significantly reduced visual asset costs. 4.
ElevenLabs: The core voice generation platform, tailored to the specific project's needs. Alex adjusted his ElevenLabs subscription tier based on monthly usage, opting for a lower tier and upgrading only when project demands necessitated it. This dynamic tier management was a key cost saving strategy. Overall Cost Reduction By strategically combining these tools, Alex estimated a 30 40% reduction in his overall content production AI costs compared to using premium versions of all services or relying solely on a single, expensive "all in one" AI suite. The key takeaway was that the "cheapest AI for ElevenLabs" isn't a single service, but an intelligent integration of multiple AI tools, each optimized for different stages of the content pipeline. Key Learnings for Cost Effective AI Integration API Prowess: Learn to leverage AI APIs (like those from OpenAI or Google) directly if comfortable
with basic scripting. They often offer the most granular control over costs. Tier Optimization: Don't set and forget your subscriptions. Actively manage your ElevenLabs tier and other services based on actual usage. Specialized Tools: Don't assume one AI can do it all cheaply. Often, a combination of specialized, cost effective tools for different tasks (e.g., lilidi.ai for visuals, GPT 3.5 for summarization) outperforms a single, expansive, and potentially more expensive solution. Prompt Engineering: The quality of your prompts directly impacts the amount of revision needed, which in turn affects your AI usage costs. Better prompts mean fewer reruns and less post processing. Free Tiers & Trials: Continually test new tools. Free tiers and trials allow you to evaluate utility without financial commitment, enabling you to discover cheaper alternatives. FAQ Q: Can I use free AI alternatives
and still get good results with ElevenLabs? A: For basic tasks like very short script generation or simple summarization, free tiers of tools like ChatGPT (3.5) or DeepL Summary can be a starting point. However, for broadcast quality content or high volume work, a combination of low cost paid APIs and optimized free tools will yield better and more consistent results while keeping overall costs down. Q: Is it always cheaper to use API access instead of a web interface for AI services? A: Not always, but often yes, especially for tasks involving large volumes of text. API access typically bills per token or per query, allowing for very precise cost control. Web interfaces sometimes bundle features or have flat monthly fees that might be overkill for specific, high volume, low resource tasks. Q: How can I estimate my ElevenLabs usage to choose the right subscription tier? A: Track your
average word count per project or per week. Most AI voice generators provide metrics on character usage. Over a few projects, you'll get a clear picture of your actual needs, allowing you to select a tier that offers the best cost per character for your typical workload. Always factor in re generations and edits as these consume characters too. Related on LiliDi How LiliDi compares to Midjourney How LiliDi compares to ElevenLabs