Contextwaise vs AiGanak

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Contextwaise compared with AiGanak
Detail	Contextwaise	AiGanak
What it does	Context optimization for production AI	AI systems engineering, language model research and cost optimization
Stage	MVP	Established
Founded	Not given	2021
Based in	GB	IN
Pricing model	Freemium	Not given
Pricing	Free: 1M context tokens (one-time). Pro: $15/month for 100M tokens/month, $0.18 per extra 1M tokens. Scale: $49/month for 350M tokens/month, $0.15 per extra 1M tokens. 30% off Pro or Scale for the first year for early access teams.	Free tools: LLM Bill Analyzer, API pricing calculator, price alerts. LLM Cost Report: USD 149 (2 working days); Founding clients: USD 750. LLM Cost & Reliability Audit: USD 1,500 (5-7 working days). Sample report available free by email.
Key features	Removes duplicate context and off-topic results Works with any LLM provider API and SDK integrations Quality guard checks if kept context is sufficient Local cleanup of tool output and JSON fields Fallback to original context on service failure Per-agent budgets and token limits Savings report showing cost avoided	LLM Bill Analyzer for usage export analysis API pricing calculator for OpenAI, Anthropic and Google models Multi-agent workflow automation on n8n and Make Prompt hardening against injection and token waste Private and on-premise LLM deployment Custom small and large language model development LLM Cost & Reliability Audit with log analysis Price change alerts for OpenAI, Anthropic and Google
What makes it different	Reduces input tokens to LLMs by 56–71% on average Optimizes in milliseconds without slowing requests No model or provider changes required Every removal logged with reason and recoverable	Client retains ownership of all code, prompts, workflows and fine-tuned model weights Private and on-premise deployment option protecting enterprise data
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	4 no change since last check
Trust Flow (Majestic)	6	0
Citation Flow (Majestic)	19	0
Referring domains (Majestic)	2	2

6 details filled in for both companies.

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