Prime Inference Pricing and API Guide (2026)
Prime Inference pricing, model costs, API setup, and production caveats based on Prime Intellect's launch details and current rate listings.
Nano Imagine Blog8 min read
Nano Imagine Blog
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FLUX 2 Klein Prompt Guide for Consistent Image Editing
A practical FLUX 2 Klein prompt guide for reference images, identity-preserving edits, multi-turn workflows, and choosing Klein over larger models.
Nano Imagine Blog6 min readAstaBrief 8B vs OpenScholar vs PaperQA2: Workflow Comparison
Compare AstaBrief 8B vs OpenScholar vs PaperQA2 for scientific literature workflows: retrieval, citations, local documents, speed, and deployment.
Nano Imagine Blog7 min readAstaBrief 8B vLLM Local Deployment for Private RAG
Run AstaBrief 8B with vLLM and connect it to a private PDF retrieval pipeline, with citation IDs, prompt format, and validation steps.
Nano Imagine Blog7 min readAstaBrief 8B Review: What It Can Actually Do Locally
AstaBrief 8B review: check its citation scores, input limits, local deployment path, and how it compares with research agents and PaperQA2.
Nano Imagine Blog7 min read
Suno Speech Beta Guide: How to Use It and Its Limits
Use Suno Speech beta for narrated audio with music, reduce unwanted singing, and decide when Voices or a dedicated TTS tool is the better fit.
Nano Imagine Blog6 min read
FLUX 3 Image API: 4K and Multi-Reference Guide
Verify the FLUX 3 Image API's 4K and 10-reference editing support, then choose a provider and production workflow without guessing costs.
Nano Imagine Blog7 min readClaude Code Mods: Install, Security, and What They Can Do
Claude Code mods are TypeScript extensions with deep access. Learn how to install them, compare them with hooks and MCP, and review the risks.
Nano Imagine Blog6 min read
ChatGPT MCP Server Deployment: Build-to-Deploy Guide
Deploy a ChatGPT MCP server with Streamable HTTP, OAuth, workspace controls, testing gates, and a clear hosted-versus-self-managed decision.
Nano Imagine Blog9 min read
Perplexity Computer Email Delegation: Setup and Limits
Set up Perplexity Computer email delegation, inspect each task, and understand account, privacy, permission, and operational limits.
Nano Imagine Blog9 min read
Modal Clusters Pricing: What a Multi-Node Job Costs (2026)
Modal Clusters pricing explained: GPU rates, concurrency math, RDMA costs, billing limits, and when serverless multi-node compute is worth it.
Nano Imagine Blog6 min readGemini 4 Argon API Pricing and Access: What Is Live Now
Gemini 4 Argon API pricing starts at $2/$10 per million tokens, but public access and the model ID are still unconfirmed.
Nano Imagine Blog6 min read
Why Is LLM API So Expensive? It's Volume, Not the Rate Card
Why is LLM API so expensive next to a $20 plan? Official 2026 rates, the token math behind agent bills, and the levers that actually cut spend.
Nano Imagine Blog9 min read
MuseTalk Lipsync: What the Free Model Really Delivers
MuseTalk lipsync vs paid APIs: the 256x256 face limit, documented GPU timings, HDTF scores and cost per minute next to sync.so, Hedra and Replicate.
Nano Imagine Blog9 min readDeepSeek Ascend Infrastructure Components, Mapped to NVIDIA
A practical map of DeepSeek's Ascend components to NVIDIA counterparts, plus who can run the stack now and what remains unavailable.
Nano Imagine Blog8 min read
Factory Automations Review: Slack, GitHub, and Webhooks
A practical Factory Automations review covering scheduled runs, Slack and GitHub triggers, webhook limits, security controls, and a low-risk pilot plan.
Nano Imagine Blog6 min readGLM-5.3 Cybersecurity Benchmarks: What 84.5 Really Means
GLM-5.3 cybersecurity benchmarks explained: CyberGym, ExploitBench, ExploitGym, access limits, and whether the model is ready for defensive work.
Nano Imagine Blog6 min readOpenAI DevDay 2026 Recap for Developers: What Changed
OpenAI DevDay 2026 recap for developers: Dots, GPT-6.1 Sol, Agents API, and Codex Cloud explained with rollout and architecture caveats.
Nano Imagine Blog7 min read
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