Direct performance comparison between the V100 and RTX A4000 across 38 standardized AI benchmarks collected from our production fleet. Testing shows the V100 winning 27 out of 38 benchmarks (71% win rate), while the RTX A4000 wins 11 tests. All benchmark results are automatically gathered from active rental servers, providing real-world performance data.
For production API servers and multi-agent AI systems running multiple concurrent requests, the V100 is 93% faster than the RTX A4000 (median across 2 benchmarks). For Qwen/Qwen3-4B, the V100 achieves 230 tokens/s vs RTX A4000's 163 tokens/s (41% faster). The V100 wins 2 out of 2 high-throughput tests, making it the stronger choice for production chatbots and batch processing.
For personal AI assistants and local development with one request at a time, the V100 is 50% faster than the RTX A4000 (median across 8 benchmarks). Running llama3.1:8b-instruct-q8_0, the V100 generates 83 tokens/s vs RTX A4000's 47 tokens/s (76% faster). The V100 wins 8 out of 8 single-user tests, making it ideal for personal coding assistants and prototyping.
For Stable Diffusion, SDXL, and Flux workloads, both the V100 and RTX A4000 perform nearly identically across 20 benchmarks. Testing sd3.5-medium, the V100 completes at 3.7 images/min vs RTX A4000's 1.3 images/min (186% faster). The V100 wins 12 out of 20 image generation tests, making it the preferred GPU for AI art and image generation.
For high-concurrency vision workloads (16-64 parallel requests), the V100 delivers 41% higher throughput than the RTX A4000 (median across 4 benchmarks). Testing llava-1.5-7b, the V100 processes 145 images/min vs RTX A4000's 42 images/min (247% faster). The V100 wins 4 out of 4 vision tests, making it the preferred GPU for production-scale document processing and multimodal AI.
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Our benchmarks are collected automatically from servers having GPUs of type V100 and RTX A4000 in our fleet. Unlike synthetic lab tests, these results come from real production servers handling actual AI workloads - giving you transparent, real-world performance data.
We test both vLLM (High-Throughput) and Ollama (Single-User) frameworks. vLLM benchmarks show how V100 and RTX A4000 perform with 16-64 concurrent requests - perfect for production chatbots, multi-agent AI systems, and API servers. Ollama benchmarks measure single-request speed for personal AI assistants and local development. Models tested include Llama 3.1, Qwen3, DeepSeek-R1, and more.
Image generation benchmarks cover Flux, SDXL, and SD3.5 architectures. That's critical for AI art generation, design prototyping, and creative applications. Focus on single prompt generation speed to understand how V100 and RTX A4000 handle your image workloads.
Vision benchmarks test multimodal and document processing with high concurrent load (16-64 parallel requests) using real-world test data. LLaVA 1.5 7B (7B parameter Vision-Language Model) analyzes a photograph of an elderly woman in a flower field with a golden retriever, testing scene understanding and visual reasoning at batch size 32 to report images per minute. TrOCR-base (334M parameter OCR model) processes 2,750 pages of Shakespeare's Hamlet scanned from historical books with period typography at batch size 16, measuring pages per minute for document digitization. See how V100 and RTX A4000 handle production-scale visual AI workloads - critical for content moderation, document processing, and automated image analysis.
We also include CPU compute power (affecting tokenization and preprocessing) and NVMe storage speeds (critical for loading large models and datasets) - the complete picture for your AI workloads.
The TAIFlops (Trooper AI FLOPS) score shown in the first row combines all AI benchmark results into a single number. Using the RTX 3090 as baseline (100 TAIFlops), this score instantly tells you how V100 and RTX A4000 compare overall for AI workloads. Learn more about TAIFlops →
Note: Results may vary based on system load and configuration. These benchmarks represent median values from multiple test runs.
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