Discover Enterprise AI & Software Benchmarks
AI Code Editor Comparison
Analyze performance of AI-powered code editors
AI Coding Benchmark
Compare AI coding assistants’ compliance to specs and code security
AI Gateway Comparison
Analyze features and costs of top AI gateway solutions
AI Hallucination Rates
Evaluate hallucination rates of top AI models
Agentic Frameworks Benchmark
Compare latency and completion token usage for agentic frameworks
Agentic RAG Benchmark
Evaluate multi-database routing and query generation in agentic RAG
Cloud GPU Providers
Identify the cheapest cloud GPUs for training and inference
E-commerce Scraper Benchmark
Compare scraping APIs for e-commerce data
LLM Model Examples Comparison
Compare capabilities and outputs of leading large language models
LLM Price Calculator
Compare LLM models’ input and output costs
OCR Accuracy Benchmark
See the most accurate OCR engines and LLMs for document automation
Proxy Pricing Calculator
Calculate and compare proxy provider costs
RAG Benchmark
Compare retrieval-augmented generation solutions
Screenshot to Code Benchmark
Evaluate tools that convert screenshots to front-end code
SERP Scraper API Benchmark
Benchmark search engine scraping API success rates and prices
Vector DB Comparison for RAG
Compare performance, pricing & features of vector DBs for RAG
Web Unblocker Benchmark
Evaluate the effectiveness of web unblocker solutions
AIMultiple Newsletter
1 free email per week with the latest B2B tech news & expert insights to accelerate your enterprise.
Latest Insights
Top 30 Cloud GPU Providers & Their GPUs
We benchmarked the 10 most common GPUs in typical scenarios (e.g., finetuning an LLM like Llama 3.2). Based on these learnings, if you: Ranking: Sponsors are listed with links and highlighted at the top. Next, hyperscalers are listed by their US market share. Then, providers are sorted by the number of models that they offer.
Top 20+ AI Chip Makers: NVIDIA & Its Competitors
Based on our experience running in-depth benchmarks, we’ve identified the top AI hardware companies for data center workloads. Our results are based on detailed testing, including a cloud GPU benchmark that evaluates the cost-effectiveness of 10 GPU models in image and text generation & fine-tuning scenarios.
When Will AGI/Singularity Happen? 8,590 Predictions Analyzed
We analyzed 8,590 scientists’, leading entrepreneurs’, and the community’s predictions for quick answers on Artificial General Intelligence (AGI) / singularity timeline: Explore key predictions on AGI from experts like Sam Altman and Demis Hassabis, insights from five major AI surveys on AGI timelines, and arguments for and against the feasibility of AGI: Artificial General Intelligence
AI Hallucination: Comparison of the Popular LLMs
AI models sometimes generate data that seems plausible but is incorrect or misleading; known as AI hallucinations. 77% of businesses concerned about AI hallucinations. We benchmarked 29 different LLMs with 60 questions to measure their hallucination rates: AI hallucination benchmark results Our benchmark revealed that Anthropic Claude 3.7 has the lowest hallucination rate (i.e.
See All AI ArticlesData-Driven Decisions Backed by Benchmarks
Insights driven by 40,000 engineering hours per year
60% of Fortune 500 Rely on AIMultiple Monthly
Fortune 500 companies trust AIMultiple to guide their procurement decisions every month. 3 million businesses rely on AIMultiple every year according to Similarweb.
See how Enterprise AI Performs in Real-Life
AI benchmarking based on public datasets is prone to data poisoning and leads to inflated expectations. AIMultiple’s holdout datasets ensure realistic benchmark results. See how we test different tech solutions.
Increase Your Confidence in Tech Decisions
We are independent, 100% employee-owned and disclose all our sponsors and conflicts of interests. See our commitments for objective research.
