InferenceBench Partners
Support the independent benchmark engineers use to choose AI inference infrastructure.
Founding Partner Program
We are opening a limited number of founding partnerships with companies building the next generation of AI infrastructure. Founding partners help shape the program while supporting the continued development of independent inference benchmarking — and receive early access to new benchmark suites, direct product collaboration and preferred first-year terms.
Limited to 5 founding partnersWhy InferenceBench Partners exists
AI inference infrastructure is evolving faster than teams can evaluate it. InferenceBench continuously measures providers, models, regions, pricing and capabilities so engineers can make infrastructure decisions using independent data.
Partners fund the engineering, infrastructure and research required to keep that benchmark public and continuously updated.
Reach engineers where infrastructure decisions happen.
InferenceBench sits between benchmark data and infrastructure choice. Partners gain visibility alongside that decision-making process, plus access to independent benchmarking, market intelligence and research collaboration.
Elegant presence alongside benchmarks and research — where infrastructure decisions are made.
Deeper market analysis and your competitive position, continuously measured.
Custom benchmark opportunities executed under InferenceBench methodology.
Participation in research, releases and the technical community.
What a Benchmark Partner receives
- Logo and link in the Benchmark Partner rail
- Presence on selected provider and model detail surfaces
- Inclusion on this page
- Acknowledgement in relevant releases
- Periodic competitive position report
- Benchmark movement summary and detected regressions
- Market percentile and pricing-movement analysis
- Model-specific strengths and relevant competitor movement
- Partner briefings and relevant research distribution
- Participation in selected technical studies
- Clearly disclosed supported research where applicable
- Agreed independent custom benchmark capacity
- Private studies where appropriate
- Public studies always under standard InferenceBench methodology
- Extended historical dataset — available on selected partnerships
- API access and benchmark exports — available on selected partnerships
Partner Intelligence
Partners receive a continuously measured view of their own position — the same engine that powers the public benchmark, focused on you. A sample positioning report:
Your InferenceBench position
- Overall#7 of 13
- ReliabilityP23
- Tool callingP38
- Structured outputP62
- TTFTP23
- Price / performanceP92
Independent custom benchmarks
Need to evaluate a new endpoint, model deployment, region or infrastructure configuration? InferenceBench designs and executes independent benchmark studies — private for engineering and competitive intelligence, or public under the standard methodology.
Commissioning the benchmark buys the study, not the result.
Independence is not for sale.
Partners support InferenceBench financially. They cannot purchase ranking position, influence methodology, change scores, suppress results or control editorial conclusions.
| What partnership does not buy | — |
|---|---|
| Ranking position | Never |
| Score adjustments | Never |
| Methodology influence | Never |
| Preferential benchmark treatment | Never |
| Removal of unfavorable results | Never |
| Editorial control | Never |
| Guaranteed positive coverage | Never |
Who should partner
- AI inference providers
- GPU cloud platforms
- AI infrastructure companies
- Model serving platforms
- AI gateways
- Observability & evaluation companies
- Developer infrastructure
- Sovereign cloud providers
- Data center & compute infrastructure
- Hardware ecosystem companies
Start a partnership conversation
Partners support InferenceBench financially. They have no influence over benchmark methodology, scores, rankings or editorial conclusions.