GeneralDenseContext: 977K
Gemini 2.5 Flash
Comprehensive deployment profile and benchmark telemetry for Gemini 2.5 Flash. Self-hosting memory footprints, verified token economics, and direct API endpoints.
Verified Engineering Benchmarks
SWE-bench
49.2%
LiveCodeBench
54.2%
MATH-500
90.5%
MMLU
87.2%
VRAM Requirements & Sizing
🔗 Quick Actions
🖥️ Compatible GPUs & Self-Host Pricing
Deterministic VRAM math from entity graph. Green = fits in single GPU.
| GPU | VRAM | FP16 | FP8 | INT4 | Calculator Link |
|---|---|---|---|---|---|
| H100 SXM5 | 80 GB | OOM | OOM | OOM | Pre-filled → |
| H200 | 141 GB | OOM | OOM | OOM | Pre-filled → |
| B200 | 192 GB | OOM | OOM | OOM | Pre-filled → |
| A100 80GB | 80 GB | OOM | OOM | OOM | Pre-filled → |
| L40S | 48 GB | OOM | OOM | OOM | Pre-filled → |
| RTX 4090 | 24 GB | OOM | OOM | OOM | Pre-filled → |
Active API Providers & Free Tiers
| Provider | Input / 1M | Output / 1M | Speed | Free Tier Status |
|---|---|---|---|---|
| Google AI Studio | $0.10 | $0.40 | 150 tok/s | ⚡ 15 RPM / 1M tokens/day |
| OpenRouter | $0.10 | $0.40 | 130 tok/s | Paid API Only |