Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
nOps records 97,959 monthly visits with +13.8% month-over-month growth and Usage-based pricing. Tokenomy.ai records 5,320 monthly visits with +21.6% growth and Freemium pricing.
Meter, budget and route every LLM call so AI spend is controlled before it happens
| Dimension / Metric | ||
|---|---|---|
| Official Domain | nops.io | tokenomy.ai |
| Pricing Model | Usage-based | Freemium |
| Monthly Visits | 97.96K (97,959) | 5.32K (5,320) |
| MoM Traffic Delta | +11.9K (+13.8%) | +944 (+21.6%) |
| Primary Market & Share | 🇺🇸 United States (52.2%) | 🇺🇸 United States (63.6%) |
| Direct Visits / mo | 32.03K | 2.08K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |
Autonomous cloud cost optimization that pays for itself
An autonomous engine maps your usage patterns hourly, buys the optimal mix of Reserved Instances, Savings Plans, and committed use discounts, and rebalances continuously to keep discounts high without locking you into long commitments.
See multicloud, Kubernetes, SaaS, and AI spend at hourly granularity, with business context, forecasting, anomaly detection, and unit economics that show what actually drives cost.
Allocate hourly AI spend to the model, account, team, customer, and feature behind it, covering providers such as Amazon Bedrock, OpenAI, Claude, and Cursor, with recommendations for token efficiency, model choice, and caching.
Track Effective Savings Rate, commitment coverage, and realized savings in real time, and route alerts and tasks into tools like Slack, Jira, Datadog, and Snowflake.
Meter, budget and route every LLM call so AI spend is controlled before it happens
Routes and records every LLM and agent call across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, attributing cost down to individual steps, tools and workspaces.
Hard and soft caps evaluated in the request path, with HTTP 402 quota enforcement and Slack alerts so limits trigger before the money leaves your account.
Sends each request to the cheapest model that still satisfies your quality and latency thresholds, and fails over automatically when a provider slows down or errors.
Gross margin per customer and feature, forecasts with confidence bands, commitment burn-down for cloud and vendor contracts, plus auditable chargeback exports and invoice runs.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.

Free / Open-sourceCut AI agent token costs with recoverable context compression and smart model routing
Free / Open-sourceCut AI agent token costs with recoverable context compression and smart model routing

SpecialistAll-source maritime intelligence powered by Maritime AI™
SpecialistAll-source maritime intelligence powered by Maritime AI™

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

Free / Open-sourceAI financial advisor that puts sophisticated portfolio tools in your own hands
Free / Open-sourceAI financial advisor that puts sophisticated portfolio tools in your own hands

SpecialistThe collaboration layer for AI engineering teams
SpecialistThe collaboration layer for AI engineering teams

Free / Open-sourceSelf-driving accounting that runs your books with you
Free / Open-sourceSelf-driving accounting that runs your books with you
SpecialistVertical AI applications and agents built for retail, financial services, industrial, and enterprise IT
SpecialistVertical AI applications and agents built for retail, financial services, industrial, and enterprise IT

Free / Open-sourceGroup buying that cuts your cloud and AI bills for free
Free / Open-sourceGroup buying that cuts your cloud and AI bills for free

Free / Open-sourceAI-powered volatility intelligence with proprietary options charts, cited answers and an MCP server for your own agent.
Free / Open-sourceAI-powered volatility intelligence with proprietary options charts, cited answers and an MCP server for your own agent.

Free / Open-sourceOpen-source AI gateway and developer portal for APIs and LLMs