Developer Tools●●Solid
Cost.dev (YC W21) – making agents cost-aware and 79% cheaper to call
79% token reduction for agent CLI calls with predicate pushdown and efficient output.
Big BrainSolve My Problem
akh
482910d ago
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Anno – API that cuts AI web-scraping token costs by 90%
by evo-dragon·Feb 24, 2026·2 points·0 comments
AI Analysis
●●SolidSolve My ProblemSlick
JinaAI and Firecrawl already solve this—Anno's token math is solid, but it's the same problem, solved.
Strengths
- •Concrete, measurable value: 93% token reduction (15,200 → 620 tokens) on real-world example (CNN)
- •Production features baked in: SHA-256 key auth, rate limiting, Prometheus metrics, JavaScript rendering with Chromium, multi-language support
Weaknesses
- •Directly competes with Jina AI Reader and Firecrawl—both established, well-funded, solving identical problem
- •No evidence of superior extraction accuracy, parsing quality, or pricing advantage over incumbents
Category
Target Audience
AI agent builders, LLM app developers managing API costs, companies running web scraping for AI workflows
Similar To
Jina AI Reader · Firecrawl · Browserless
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