AI GPU Benchmark Results
Every benchmark number in our database, with its source and tier. Filter by workload or source tier; sort by any column. Tier 1 = manufacturer/benchmark-DB, Tier 2 = independent reviews, Tier 3 = community or estimated.
97sourced results
26products covered
64GPUs in database
Honest coverage: our current benchmark set covers LLM inference (tokens/s) and Stable Diffusion image generation on flagship and mid-range cards. Gaming FPS and video-generation numbers are not yet sourced — they will appear here when we have verifiable sources. See the methodology and tier definitions.
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97 benchmark results
| GPU | Workload | Model / config | Result | Source tier | Source |
|---|---|---|---|---|---|
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-2-13B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 134.502 tok/s) | 6,591 score | T2 | StorageReview GPU Reviews |
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-3-70B · Q4 · llama.cpp (32GB VRAM, tight fit — editorial estimate pending article-level source verification) | 42 tok/s EST | T2 | Tom's Hardware GPU Benchmarks 2025 |
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-3-8B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 214.285 tok/s) | 6,104 score | T2 | StorageReview GPU Reviews |
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-3.1-8B · FP16 · vLLM (Batch-serving throughput, ~18GB VRAM used; community + Spheron internal testing (approximate)) | 3,500 tok/s EST | T3 | Spheron GPU Benchmark Blog |
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-3.1-8B · Q4_K_M · llama.cpp b3500 (CUDA) (Token generation: single user, batch 1, 4k context, mean of 3 runs) | 215 tok/s | T3 | MyAIHardware llama.cpp Benchmarks |
| GeForce RTX 5090 | LLM inference (tokens/s) | Llama-3.1-8B · Q4_K_M · llama.cpp b3500 (CUDA) (Prompt processing: 512-token prompt, batch 1, mean of 3 runs) | 9,800 tok/s | T3 | MyAIHardware llama.cpp Benchmarks |
| GeForce RTX 5090 | LLM inference (tokens/s) | Mistral-7B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 255.945 tok/s) | 6,267 score | T2 | StorageReview GPU Reviews |
| GeForce RTX 5090 | LLM inference (tokens/s) | Phi-3.5-mini · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 314.435 tok/s) | 5,749 score | T2 | StorageReview GPU Reviews |
| GeForce RTX 5090 | LLM inference (tokens/s) | Qwen3-8B · Q4_K_XL · llama.cpp llama-bench, CUDA 12.8 (Token generation: 16K context, batch 1, Ubuntu 24.04, on-hardware lab measurement) | 145.3 tok/s | T3 | Hardware Corner LLM GPU Rankings |
How these numbers are sourced
Every row links to its original source. Tier 1 comes from manufacturers or standardized benchmark databases (MLPerf), Tier 2 from independent reviews (Tom's Hardware, TechPowerUp, Puget Systems), Tier 3 from community measurements or our own scaling estimates — always labeled EST when estimated. Read the full benchmark methodology.
Compare any two GPUs head-to-head in the comparison tool, or browse value rankings.