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NVCN Sovereign Intelligence Lab · Report #2026-08

2026 Enterprise AI Benchmark & Telemetry

Forensic analysis of leading foundation models across sub-second execution latency, token economics under the BYOK pattern, and strict zero-data retention security boundaries.

240ms
Median Gemini 2.5 Flash TTFB
87.4%
Average Cost Reduction via BYOK Vault
0 Bytes
Prompt Data Retained on Stateless Edge

Foundation Model Benchmark Matrix

Live Edge Evaluated
Model & ProviderP50 LatencyInput / Output per 1MContextSovereignty Score
Google Gemini 2.5 Flash
Google AI Studio
240 ms
$0.075 / 1M in
$0.30 / 1M out
1,000,00099.8%
DeepSeek R1 (Reasoning)
Groq / OpenRouter
480 ms
$0.14 / 1M in
$0.55 / 1M out
128,00098.5%
Claude 3.7 Sonnet (Hybrid)
Anthropic / Bedrock
620 ms
$3.00 / 1M in
$15.00 / 1M out
200,00099.4%
Llama 3.3 70B Sovereign
On-Premises / Private Cloud
190 ms (Local GPU)
$0.00 (Self-Hosted) in
$0.00 (Self-Hosted) out
128,000100.0% (Air-Gapped)
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