Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- Agentic WebBenchmarkNov 6
Agentic Search: Benchmark 8 Search APIs for Agents
Agentic search plays a crucial role in bridging the gap between traditional search engines and AI search capabilities. Search APIs are the first layer of an agentic tool, where performance caps the quality of everything downstream. We benchmarked 8 search APIs across 100 real-world AI/LLM queries, evaluating 4,000 retrieved results with an LLM judge that…
- Geo ProxiesBenchmarkNov 6
Best Indian Proxies: Benchmark-Based Ranking
We benchmarked leading India proxy server providers using the same target schedule and URL pool. Each provider sent one request to the same URL every 10 minutes across major Indian platforms, including Flipkart, Amazon India, and IndiaMART. The ranking below is based on the benchmark charts. Success rate was weighted more heavily than average response…
- Scraping ToolsBenchmarkNov 6
Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini
We benchmarked how the top LLM scraper providers, including Bright Data, Oxylabs, and Apify, perform at extracting outputs from LLM platforms such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider, repeating each prompt 10 times for consistency. The top-performing provider is detailed below. Providers missing…
- AI HardwareFeature ComparisonNov 6
6 Free Cloud GPUs: Models, Limits, Access Requirements
Free cloud GPUs are available through Python notebooks, AI demos and compute credits. Compare hardware, allowances and access requirements, or check which services suit a workload. Two T4s provide two separate 16 GB memory allocations. Running a model across both requires software that distributes the workload. The combined capacity does not make either GPU a…
- AI HardwareBenchmarkNov 6
Cloud GPU Pricing, Performance & Provider Comparison
Cloud GPU list prices for the same model can differ several times over between providers. The tables compare lowest rates, provider names, market ranges and listing medians by GPU, memory and interconnect. Compare measured throughput per dollar in the benchmark calculator: See cloud GPU benchmark methodology for details. On-demand billing charges for usage by the…
- AI HardwareOpen World EvaluationNov 6
Top 70+ Cloud GPU Providers
Cloud GPU providers fall into three groups. The chart groups broad cloud platforms under Hyperscaler, GPU and AI specialists under Neocloud, and distributed marketplaces under Community. The first group also includes smaller general-purpose clouds; these labels describe service models, not company size. Column definitions: Ranking: Subscribers are linked and highlighted at the top of the…