About Tunenomics

Turn AI costs into ones that can be explained by data principles

Tunenomics (Beijing) Technology Co., Ltd. focuses on AI cost research and implementation. We believe that only by clarifying the costs first can the implementation be sustainable. Rudder is to control the direction; tuning is to stabilize the direction.

Tunenomics
Tunenomics TunenomicsTUNENOMICS

Navigate AI costs with clarity

Use measured data to open the AI cost black box

Actual measurement research report
63+
Core business line
2
Data driven
100%
Step standard process
4
TrimSteer + KeelSteer

A technology company focusing on "AI cost and implementation"

Tunenomics (Tunenomics) consists of Tune (tuning) + Economics (economics), which means "the cost of tuning". The Chinese word "Tuninomics" - Yuan (the yuan/fundament of Token)·rudder (steering, controlling the direction), is the rudder that controls the cost of AI.

There is a real cost behind every AI conversation and every AI employee. Almost no one in the market has systematically studied "how AI spends money, where it is spent, and how it can be saved." This is what Tunenomics does: use actual measured data + reproducible experiments to open the black box of AI costs.

We are not a pure consulting company, nor a pure outsourcing company. We have our own research barriers and directly turn these research capabilities into customer implementation capabilities.

Measured data driven Reproducible experiment Research methodology Dual database collaboration
Brand system · Double-line closed loop

Research and implementation should be the same thing Ring

The benchmarks and methods output from the research go directly to the implementation; the real data generated from the implementation flows back to the research. Only when the loop is closed can costs continue to be controllable.

TrimSteer 01

TrimSteer · AI cost analysis

Use actual measured data to study AI costs and precipitate methodology and benchmarks. It is the starting point of the closed loop - first know "where to spend it and how much is the difference."

Actual measurement research Cost Baseline Methodology
KeelSteer 02

KeelSteer · Agent delivery

Turn research results into runnable intelligent agents, and then go online, tune and reproduce them in real business. Feedback from implementation will be fed back into research.

Agent delivery Business online Continuous tuning
Data drivenFeedback
Why Tunenomics

Three guiding principles

We believe that the value of AI should be accurately measured, and every investment should be spent clearly.

Our mission

Let every penny invested in AI be spent clearly, helping enterprises to truly implement AI agents, use them more economically, and use them better.

Our approach

Control variables, API direct adjustment, and complete data archiving. Without actual testing, it is inappropriate to draw conclusions. External data are only used as clues and are claimed to be conservative.

Our barriers

63 actual measurement research knowledge base + self-owned research operating system SOP + reproducible actual measurement conclusions + dual database collaboration system.

Development history

From cost research to intelligent agents Landing

From cost research to the implementation of the intelligent agent, every step has been taken in a solid manner.

  1. 01

    TrimSteer research launched

    Begin to systematically study the cost rules of AI Token, establish a research operating system SOP, and complete the first batch of 10 actual measurement research reports.

  2. 02

    Research knowledge base shaping

    Completed 50+ actual measurement research reports, established a model cost conversion rate matrix, and began to provide cost optimization consulting for the first batch of customers.

  3. 03

    KeelSteer landing service is online

    Based on TrimSteer’s research results, AI agent implementation services are launched, forming a closed loop of “research → implementation → feedback → further research”.

  4. 04

    Become the standard setter for AI cost and implementation

    Continue to deepen research and improve implementation services, so that every enterprise can clearly use AI and implement AI in a down-to-earth manner.

Let data speak

Every number comes from reality Practice

Every number comes from real research and practical practice.

0163+

Actual measurement research report

Covering all dimensions of AI cost

027 times

Maximum cost difference

Comparison of different models for the same task

0350 One-third

Cache read price

Only 1/50 of the full price

Learn more

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