Tag: open source
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Best AI Image Generators for Marketing Teams in 2026: What One Image Costs at Each Vendor, and the Nano Banana Google Retired on 2 October
For marketing teams buying an AI image generator: one 1024×1024 image runs $0.00588 to $0.21072 on the same OpenAI model, 35.8x apart. The Nano Banana Google’s AI answer names first is retired on 2 October 2026, Ideogram resells it at 5.13x Google’s price, and Midjourney requires $60 a month of companies over $1M revenue. Every…
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AI News, Week of 12 October 2026: OpenAI’s Dots, Claude Haiku 5.5 and 12 Open-Source Craft Apps Lead 8 Launches and Deals
Eight AI launches and deals, 29 September to 12 October 2026: OpenAI dots, Meta Muse for Small Business, 12 open-source Craft apps, Claude Haiku 5.5 at $0.10 per million input tokens, Claude Dashboards, GPT-6 for every ChatGPT tier, Meta Muse Wonder and TypeSafe’s $870 million round. Primary sources only.
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Firecrawl vs Apify vs Bright Data in 2026: Scraping 100,000 Pages a Month for an AI Pipeline Costs $99 on Firecrawl, $150 on Apify and $150 on Bright Data
100,000 pages a month to Markdown: Firecrawl Standard $99, Apify Web Fetch $150, Bright Data Unlocker $150. Firecrawl is cheaper from 67,000 to 138,000 pages and above 320,000. Prices read 10 October 2026.
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Self-Hosting AI Image Models for a Small Business in 2026: Which Weights You Can Sell Without a Licence Fee, and When a $0.27 GPU Beats the API
For a small business self-hosting image generation, the licence decides more of the bill than the GPU. FLUX.2 [klein] 4B is Apache-2.0 and free to sell from; its 9B sibling, FLUX.2 [dev] and FLUX.1 [dev] are non-commercial. Stability AI and Midjourney both end “free” at exactly $1,000,000 of revenue. A $0.27 Runpod A5000 beats the…
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Fine-Tuning an LLM in 2026: The Same 30-Million-Token Run Bills $12 or $90, and One Platform Google Recommends Has Redirected Its Whole Domain to Another Company
A LoRA supervised fine-tune of gpt-oss-20B on 30 million training tokens bills $12.00 on Together AI and $90.00 on Fireworks AI, because one prices per model and the other prices in parameter bands with a six-fold step at 16 billion. Of the managed platforms Google names, Predibase now redirects its whole domain to another company…
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Best Open Source LLM Serving Stacks in 2026: Hugging Face Archived TGI and Named Its Replacements, and One Identical Model Bills $0.17 or $0.95 per Million Output Tokens Depending on Who Runs It
Hugging Face archived text-generation-inference, the stack Google still ranks fourth for this query, and its README now points at vLLM and SGLang. Then we priced one identical open-weight model across every provider publishing a rate on 17 September 2026: $0.17 to $0.95 per million output tokens, and at the one rate 8 of them share,…
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Self-Hosted vs Managed Vector Search in 2026: What a RAG Team’s First Million Vectors Really Costs, $76 to $400 a Month, and Why Every Advertised Per-Vector Rate Is a Full-Capacity Rate
All five managed vector services Google names, each asked through its own pricing calculator on 16 September 2026 for the same one million 768-dimensional vectors. The answers ran $50 to $400 a month. Every advertised per-vector rate turns out to be a full-capacity rate: the cluster type Zilliz advertises at $5 per million returns $189.44,…
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Best MCP Servers for Web Scraping in 2026: Bright Data vs Firecrawl vs Apify vs Browserbase, Priced per 1,000 Pages for AI Agent Teams
For a team feeding live web pages to AI agents, 100,000 pages a month costs $99 on Firecrawl Standard, $142.50 on Bright Data pay as you go, at least $150 on Apify’s default fetch tool, and $382.33 on Browserbase’s browser-hour MCP. Below 71,000 pages, Bright Data costs less. Every price read from the vendor’s own…
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Best MCP Servers for Claude Code and Cursor Teams in 2026: 12 Maintained Picks, 6 With No Price Tag, and What the Other 6 Cost a Month
12 maintained MCP servers for developers and small teams on Claude Code, Cursor or another coding agent, each checked against its own repository, package registry and pricing page on 27 September 2026. 6 carry no price of their own. The other 6 start free, and at entry paid tiers the 5 with a monthly price…
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Best Claude Code Subagents in 2026: The 12 Most Installed, Which Ones Save an Engineering Team Review Time, and What Each Costs to Run
The 12 most installed Claude Code subagents, from the open Claude Code Templates registry (aitmpl.com), 2026-09-26, audited file by file on 27 September 2026. 10 of 12 can edit your code and 9 run on whatever model the developer’s session uses, $2 to $4 per million input tokens on the Anthropic API. The ones that…