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Redthread vs Token Wise

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

Redthread compared with Token Wise
DetailRedthread logo RedthreadToken Wise logo Token Wise
What it doesAI pentesting platform that proves which vulnerabilities are real with working exploits See what every AI prompt costs and rewrite it in one click
StageNot given Not given
FoundedNot given Not given
Based inUS GB
Pricing modelFreemium Freemium
PricingFree discovery and risk assessment for your entire estate. Pentest scanning priced per scan with optional human reviewer. Agentic Trust & Protection Platform priced per agent identity. Reports and compliance evidence included with platform or as add-on with certified review. Pentest firm partnership Free: $0 forever with 5 cloud optimizations per day, unlimited local rewrites, 100-prompt history with CSV export. Pro: $4.99/month or $39.99/year (save 33%) with 1,000 cloud optimizations per month, 500-prompt history with JSON export, Gemini 3 Flash Preview, custom focus presets, side panel worksp
Key features
  • Autonomous agent testing against OWASP LLM Top 10 and MITRE ATLAS frameworks
  • Unified estate graph combining agents, applications, code, cloud and infrastructure
  • Shadow-AI discovery to inventory unregistered AI tools across your estate
  • Cloud and infrastructure posture with DSPM and cross-cloud attack path analysis
  • CI/CD gate to scan on every pull request and block merges with proven attack paths
  • Reproducible proofs of concept for every finding with attack steps
  • Three report formats: Letter of Attestation, full technical report, and machine-readable JSON
  • Endpoint telemetry for on-host inventory and security posture monitoring
  • Agentic Trust & Protection Platform with cryptographic identity and signed attestation
  • Continuous re-assessment with drift detection and trend analysis
  • Live token cost estimates across ChatGPT, Claude, Perplexity, Gemini, Grok, Poe, OpenRouter, ChatHub, TypingMind and You.com
  • Side-by-side comparison of original vs optimized prompts with savings shown in tokens and credits
  • Dashboard with savings statistics: today, 7-day, and total saved tracking
  • Prompt history with export: 100-prompt history with CSV or JSON export
  • Keyboard shortcuts (Alt+Shift+O) for hands-free optimization
  • Privacy-first: prompts stay local unless you click Optimize
  • Optional API monitoring to track spending across all AI tools you use
  • Transparent cost calculation using official per-token rates from each AI provider
What makes it different
  • Every finding is proven with reproducible proof of concept, not inferred or false positive
  • Agentless-first architecture requires no installation for core AI risk assessment and posture discovery
  • Unified graph of entire AI and cloud estate enables detection of cross-layer attack paths
  • Findings automatically mapped to OWASP LLM Top 10, MITRE ATLAS, SOC 2, ISO 27001 and compliance frameworks
  • Free discovery and risk assessment before any paid commitment required
  • No setup, API key, or third-party trackers required
  • Transparent methodology with published formulas and per-model rates anyone can verify
  • Works across 10 major AI platforms with a single extension
  • Privacy by default: prompts never logged or stored
  • Intentionally pessimistic estimates prevent bill surprises
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2410
Referring domains (Majestic)102

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