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In-depth, regularly updated writing on AI infrastructure cost — token economics, GPU rentals, vector DB sizing, ROI frameworks, and 2026 inference benchmarks.
- 6 min readvector-dbragpricing
Harga Vector Database 2026: Pinecone vs Qdrant vs Supabase
Perbandingan praktis biaya vector database 2026 — Pinecone, Qdrant, Weaviate, Supabase pgvector, Turbopuffer, dan lainnya dengan contoh workload RAG nyata.
Read article - 4 min readraginfrastructurepricing
Panduan Biaya Total RAG 2026: Embed + Store + Retrieve + Generate
Hitung biaya infrastruktur RAG riil 2026 — embedding + vector DB + reranker + generasi LLM. Skenario dari 100k ke 100M dokumen.
Read article - 3 min readforecastingllmbudget
Prediksi Biaya LLM Bulanan 2026: Panduan Proyeksi 12 Bulan
Prediksi pengeluaran LLM API 12 bulan 2026 — model pertumbuhan flat/linear/eksponensial. Skenario nyata untuk chatbot, RAG, agent, summarization.
Read article - 4 min readfine-tuningllmpricing
Panduan Biaya Fine-tuning LLM 2026: OpenAI, Mistral, Together
Hitung biaya fine-tuning LLM 2026 — token training × epoch + inference uplift. Bandingkan 12 provider OpenAI, Mistral, Together, Fireworks, AWS.
Read article - 7 min readtokensllmpricing
Cara Menghitung Biaya Token AI di Tahun 2026
Panduan lengkap harga token AI 2026 — formula, contoh nyata, strategi prompt cache, dan perbandingan harga OpenAI, Claude, Gemini, dan 17 model lain.
Read article - 6 min readgpuinfrastructurepricing
Harga GPU Cloud 2026: AWS vs RunPod vs Vast.ai
Perbandingan jujur harga sewa GPU 2026 di AWS, GCP, Azure, RunPod, Vast.ai, Lambda Labs, dan lainnya — tarif per jam H100, A100, B200.
Read article - 3 min readembeddingsvectorspricing
Harga Embeddings AI 2026: OpenAI vs Voyage vs Cohere vs Jina
Bandingkan 17 model embedding berdasarkan biaya per 1M token 2026 — OpenAI 3-small/large, Voyage 3, Cohere v3, Jina v4, BGE-M3, Nomic.
Read article - 3 min readcalculatorstoolsdevelopers
Kalkulator Biaya AI Terbaik untuk Developer 2026
7 kalkulator biaya AI gratis terbaik 2026 — token pricing, GPU rental, vector DB, inference, ROI, image/video gen. Dibandingkan fitur, freshness, akurasi.
Read article - 4 min readvideo-generationpricingsoraveo
Harga Generasi Video AI 2026: Sora vs Veo vs Runway
Bandingkan 16 model video AI berdasarkan biaya per detik 2026 — Sora 2, Veo 3, Runway Gen-4, Kling 2, Hailuo, Pika, Luma.
Read article - 3 min readroiproductivitystartup
Kalkulator ROI AI Untuk Startup 2026: Jam Dihemat × Gaji Tim
Hitung ROI tool AI riil 2026 — jam dihemat × gaji tim × productivity tax, kurang subscription. Termasuk math break-even dan proyeksi 12 bulan.
Read article - 3 min readinferencebenchmarksgpu
Benchmark Inference AI 2026: H100 vs A100 vs B200 vs Hosted
Bandingkan 22 host inference 2026 — token/detik, latency, dolar per juta. Groq, Cerebras, SambaNova, Together, Fireworks, self-host H100/B200.
Read article - 4 min readimage-generationpricingdiffusion
Harga Generasi Gambar AI 2026: DALL-E vs Flux vs Imagen
Bandingkan 19 model generasi gambar berdasarkan biaya per gambar 2026 — DALL-E 3, Flux Pro, Imagen 4, SDXL, Recraft, Ideogram, Midjourney.
Read article - 3 min readagentsinfrastructurepricing
Biaya Pengembangan AI Agent 2026: Full Stack Breakdown
Berapa biaya build dan jalankan AI agent 2026? Jam dev + orchestration + observability + sandbox + 30% inference tax — breakdown lengkap.
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