01
Public model intelligence
- Public cross-vendor rankings
- Historical model-performance records
- Change-point and drift incidents
- Model comparison
- Public API
- Provider-health information
← Back to live rankingsFounder-direct sale
Confidential acquisition opportunity
Acquire AIStupidLevel.info
The independent market-intelligence layer for AI models
A live AI model benchmarking, drift-intelligence and routing platform with proprietary longitudinal data, validated organic demand and an operational paid product.
Founder-direct sale. Subject to due diligence and definitive agreement.
01Buyer thesis
A live operating position, not a prototype
Nearly one year of longitudinal model data, a measurable organic audience, paid-user validation and a production routing product are already assembled in one transferable asset.
- GA4 active users
- 128,133 January 1–August 3, 2026
- Execution-based benchmark runs
- 167,942
- Registered users
- 1,324
- Users with verified payment history
- 71
Figures as of August 3, 2026 unless another period is stated.
02Market problem
AI models change continuously. Point-in-time rankings cannot warn production teams.
Provider behavior can change after release. Static rankings capture one result at one moment, while regressions may become visible only after they affect production.
Teams need independent longitudinal performance intelligence: repeated execution, comparable histories and evidence of meaningful change over time.
AIStupidLevel turns repeated model execution into rankings, histories, change points and incident records that make those shifts visible.
03Product platform
One continuous data engine supports multiple products
A unique combination of continuous public benchmarking, drift intelligence, open verification and model routing creates a connected product and data platform.
02
Continuous benchmark engine
- Canary suite running every hour
- Main recurring suite running every four hours
- Deep reasoning suite running daily
- Tool-calling suite running daily
- Repeated model execution
- Historical baselines
- Change-point and CUSUM monitoring
- Incident documentation
03
Smart Router Pro
- OpenAI-compatible API
- Bring-your-own-key architecture
- Benchmark-aware model selection
- Provider failover
- Model comparison
- Usage and monitoring capabilities
Six routing strategies
Best overallBest codingBest reasoningBest creativeCheapestFastest
04
Open verification
- Open-source frontend and API repositories
- Public methodology
- Public API
- “Test Your Keys” functionality
- Independently reproducible testing
04Proprietary data asset
The core asset is a proprietary time series of frontier-model behavior
Continuous data coverage spans August 8, 2025–August 3, 2026 across seven major AI vendors.
- Benchmark runs
- 167,942
- Scores computed
- 161,949
- Tokens processed
- 88,045,694
- Models registered
- 252
- Models with benchmark history
- 80
- Models in public rankings
- 22
- Major AI vendors covered
- 7
- Performance metric records
- 167,855
- Detected change points
- 831
- Tracked incidents
- 865
- Provider health checks
- 5,623
Historical drift data cannot be recreated retroactively. A buyer can rebuild software, but it cannot go back in time and reproduce the platform’s longitudinal record.
05Advanced evaluation data
Difficult suites create more discriminating signals
Tool-calling and deep-research suites measure harder forms of model behavior than a simple high-pass-rate coding test. Their lower recorded pass rates create room to distinguish models and monitor change.
Tool-calling benchmarks
- Tool sessions
- 54,644
- Tool executions
- 91,436
- Models tested
- 59
- Recorded tool-session pass rate
- 24.75%
- Tool metric records
- 33,090
Deep-research benchmarks
- Deep sessions
- 4,159
- Deep alerts
- 3,873
- Recorded pass rate
- 3.56%
06Organic traction
Organic demand is visible without paid acquisition
Built organically without paid advertising or VC funding, the platform has established measurable reach across direct, search, referral, social and AI-assistant discovery.
January 1–August 3, 2026
- GA4 active users
- 128,133
- GA4 sessions
- 303,613
- GA4 page views
- 604,418
- GA4 events
- 2,151,349
- Average engagement time per active user
- 79.45 seconds
Latest 30 days · July 4–August 2, 2026
- Active users
- 13,037
- New users
- 9,675
- Sessions
- 38,079
- Page views
- 69,800
- Average engagement time
- 85.35 seconds
Latest 30-day first-touch acquisition mix
- Direct-attributed users
- 7,802
- Organic Search-attributed users
- 3,115
- Referral-attributed users
- 1,823
- Organic Social-attributed users
- 494
- AI Assistant-attributed users
- 53
07Registered-user growth
An owned user base has formed around the public intelligence product
- Total registered users
- 1,324
- Email-verified users
- 1,115
- Email verification rate
- 84.2%
Authentication split
- 950
- 210
- GitHub
- 164
Monthly registrations
October 202559
November 202535
December 202523
January 202665
February 202636
March 202684
April 2026520
May 2026123
June 2026275
July 202698
August 20266Month-to-date as of August 3
08Commercial validation
Monetization is validated but remains under-optimized
The production database and Stripe account show paid-user validation while leaving substantial room for commercial optimization.
- Pro subscription price
- USD 4.99 per month
- Pro accounts in the production database
- 76
- Users with verified payment history
- 71
- Users associated with Stripe customer records
- 263
- Gross Stripe account activityJanuary 1–August 2, 2026
- EUR 1,310.19
- Net account activity after fees
- EUR 1,161.31
- Paid out to the bank
- EUR 1,102.38
Current subscription status and active MRR are available during buyer diligence.
09Smart Router usage
Technical operation is validated; commercial adoption remains early
The benchmark-powered Smart Router is operating in production, with classified provider usage led by Anthropic. Current usage demonstrates technical operation without overstating market adoption.
- Router requests
- 2,382
- Active router users
- 18
10Expansion opportunity
The CoinMarketCap opportunity for AI models
The potential is to become the reference market-data layer for AI models — similar to what CoinMarketCap became for crypto assets. This is a future opportunity, not a claim of current market status.
The AI model-intelligence category is emerging and has no settled reference brand.
Revenue engine 01
Self-service intelligence
- Pro subscriptions
- Comparisons
- Alerts
- Monitoring
- Team accounts
- Higher usage limits
Revenue engine 02
Enterprise data and API licensing
- Historical datasets
- Higher-limit APIs
- Webhook drift alerts
- Custom reports
- Provider reliability intelligence
- Procurement and governance dashboards
Revenue engine 03
Routing economics
- Usage-based routing tiers
- Managed provider access
- Portfolio-level cost and performance optimization
- Enterprise routing controls
11Acquisition package
A proposed transfer of the operating platform and its core assets
Subject to buyer diligence and the final agreement, the proposed transaction includes the following asset groups.
Domain and brand
- aistupidlevel.info
- Brand identity
- Public market position
- Relevant design and content assets
Source code and intellectual property
- Frontend
- Backend/API
- Benchmark runners
- Scheduling and orchestration
- Scoring systems
- Drift and change-point monitoring
- Smart Router
- Monitoring and alerting code
- Documentation
Data assets
- Historical benchmark scores
- Performance records
- Model histories
- Incident records
- Change-point data
- Tool-calling records
- Deep-research records
- Provider-health information
Product and infrastructure
- Production configuration
- Nginx configuration
- Systemd services
- SQLite WAL-based databases
- Monitoring and health checks
- Public API
- Stripe integration
Audience and accounts
- Registered-user relationships
- Customer relationships
- Community/forum assets
- Analytics history
Any transfer of personal data, user accounts or customer relationships will be handled subject to applicable privacy law, platform terms and the definitive acquisition agreement.
12Acquisition process
A clear path from qualified enquiry to structured handover
- 01Initial buyer enquiry
- 02Buyer qualification
- 03NDA where appropriate
- 04Acquisition deck and data-room access
- 05Technical and commercial diligence
- 06Letter of intent
- 07Definitive agreement
- 08Escrow, transfer and structured handover
Qualified buyer enquiries
Interested in acquiring AIStupidLevel
Qualified buyers can request the acquisition deck, supporting analytics and technical diligence materials directly from the founder.
The USD 100,000 asking price is indicative. Any transaction is subject to buyer qualification, due diligence, privacy requirements and a definitive acquisition agreement. Nothing on this page constitutes investment, financial or legal advice.