Best Benchmarking Products in 2025

We’ve built Flash to answer a simple but urgent question founders face: Am I actually ready to raise?

Key FLASH Intelligence features:

CAMP Score VC-Style Feedback Stage-Adaptive Analysis Flash Fund Access

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Code benchmark platform for developers and performance engineers.

Open Source

Open-source LLM Observability for Developers.

A JS Perfomance Tool.

Compare AI model performance, cost, and quality across providers. Benchmark GPT-4, Claude, Gemini, and more with custom tests and real-time results.

We’ve built Flash to answer a simple but urgent question founders face: Am I actually ready to raise?

Key FLASH Intelligence features:

CAMP Score VC-Style Feedback Stage-Adaptive Analysis Flash Fund Access

Visit website free

HR DataHub powers your pay decisions with real-time salary benchmarking. Access the UK’s largest pay dataset, compare roles across industries, and give clear, confident recommendations backed by live market evidence.

Key HR Datahub features:

Real-Time Reach Local Insight on Demand Competitive Edge No Submission Required

free

Go From Insights to Strategy, Instantly.

paid Free Trial $19.0 / Monthly

WhichModel helps you test and compare the best AI models to find the perfect one for your needs.

Key WhichModel features:

Model Selection Paralysis Inconsistent Performance Hidden Costs

paid Free Trial $10.0 / Monthly (10 credits)

NovaBench is a piece of analytical software that works to test the various limits of your computer. The software is completely free to use, and it runs at a lightning-fast pace. Read more about Novabench.

Key Novabench features:

User-Friendly Interface Comprehensive Benchmarking Free Basic Version Cross-Platform Support

The first platform built for prompt engineers.

Key PromptLayer features:

Improved Prompt Management Version Control Collaboration Features Analytics and Insights

3DMark includes everything you need to benchmark your hardware in one app.

Key 3DMark features:

Comprehensive Testing Detailed Reports User-Friendly Interface Cross-Platform Availability

Startup valuation shouldn't be a deal-breaker. .

Key Equidam features:

Comprehensive Valuation Methods User-Friendly Interface Automated Reports Benchmark Data Access

Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.

Key Langfuse features:

User-Friendly Interface Integration Capabilities Comprehensive Analysis Tools

Open Source