Tag: open source
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Open Source Web Scrapers for Lead Lists in 2026: $0 a Month Against Firecrawl’s $99, and the 4 Licences That Decide If You Can Sell the Output
A self-hosted scraper is $0 in licence against $99 a month for 100,000 pages on Firecrawl Standard. We audited 19 scraper repositories through GitHub’s API on 9 September 2026: 3 are AGPL-3.0, including the most starred one, and one more is SSPL. Plus Zyte’s 268-times price range, Thunderbit’s two different Starter plans, and the BeautifulSoup…
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ElevenLabs vs Open Source TTS in 2026: Cost Per Finished Minute, and the Licence That Decides It
ElevenLabs costs $0.148 a finished minute at best on a plan and $0.045 on the Flash API. Self-hosted open source costs $0 to licence. We audited all 13 open source voice projects in our catalogue against their own repositories on 2 September 2026: 2 publish model weights you are not permitted to sell the output…
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Self-Hosting an LLM in 2026: A Small Team Needs 675 Tokens a Second, Nonstop, Before a $244.80 GPU Beats a $0.14 API
A $244.80 a month RTX 4090 on Runpod Community Cloud only beats Together AI Llama 3 8B Instruct Lite above 1.75 billion tokens a month, which is 675 tokens a second sustained for 30 days. Against gpt-6-astra the same trade needs 18 a second. All rates read from vendor pricing pages on 4 September 2026,…
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Open Source Alternatives to Paid AI Tools in 2026: $560.50 a Month Off a Small Team’s Bill, and the Three Licences That Decide If You Can
A small team on Zapier, Pinecone, Algolia, Datadog, 5 ChatGPT seats and ElevenLabs pays $560.50 a month, $6,726 a year, verified 3 September 2026. The self-hosted replacements cost $0 to licence. Of the 16 repositories behind them GitHub reports a real licence for 13 and “Other” for 3, and those 3 are exactly the ones…
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Best GitHub Repos to Start a One-Person Business in 2026
Short answer: the repositories below are free, and each one removes a cost or creates a billable service for a business with no employees. This is not a list of impressive projects. It is a list of things that map to an invoice you can send or a subscription you can cancel. The honest framing…
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Best Open Source AI Tools You Can Self-Host in 2026 (And What They Replace)
Short answer: the open-source AI stack is now good enough that self-hosting is a cost decision rather than a compromise. The tools below are the highest-scoring open-source projects in our directory of 586 AI tools, and each one is listed with the paid product it displaces and roughly what that displacement is worth per month.…
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Best AI Voice Generators in 2026: What Paid Actually Buys You Over Free
Short answer, as of August 2026: for narration at volume, free is now good enough, and we can prove it because our own YouTube channels run on a $0 voice stack. Pay for ElevenLabs when you need emotional range, cloning, or a language you cannot get elsewhere. If you are producing long-form narration on a…