Neural Benchmark active
COMPARISON.
The Industry Gold Standard for AI Efficiency. PRISM's VLT-002 semantic compression delivers dramatically lower costs than standard token pricing models.
Interactive Cost Calculator
Compare Any Model vs PRISM in Real-Time
1K10M
GPT-5.2
OpenAI
Input Cost
$0.88
Output Cost
$7.00
Total Cost
7.88
PRISM Grid
PRISM
Input Cost
$0.21
Output Cost
$0.21
Total Cost
0.42
PRISM Savings
-$7.46
94.7% cheaper
Cost Multiplier
18.8x
GPT-5.2 costs 18.8x more
Neural Benchmark Matrix
Comparison based on 1M token throughput using VLT Unlimited Context.
Grid Target
70% ROI MIN
Last Update
07 FEB 26
| Neural Model | Input / 1M | Output / 1M | Hallucination | PRISM ROI |
|---|---|---|---|---|
GPT-5.2 OpenAI | $1.75 | $14.00 | 2.8% | 33x Lower Infrastructure Cost |
GPT-5.2 Pro OpenAI | $21.00 | $168.00 | 1.9% | 400x Lower Infrastructure Cost |
GPT-5.2 Codex OpenAI | $1.75 | $14.00 | 2.5% | 33x Lower Infrastructure Cost |
o4 Mini OpenAI | $1.10 | $4.40 | 2.1% | 10x Lower Infrastructure Cost |
Claude Opus 4.6 Anthropic | $5.00 | $25.00 | 1.2% | 60x Lower Infrastructure Cost |
Claude 3.5 Sonnet Anthropic | $6.00 | $30.00 | 1.5% | 71x Lower Infrastructure Cost |
Claude 3.5 Haiku Anthropic | $0.80 | $4.00 | 3.2% | 10x Lower Infrastructure Cost |
Gemini 2.5 Pro Google | $1.25 | $10.00 | 2.9% | 24x Lower Infrastructure Cost |
Gemini 2.5 Flash Google | $0.30 | $2.50 | 3.5% | 6x Lower Infrastructure Cost |
DeepSeek-V3 DeepSeek | $0.14 | $0.28 | 4.1% | 14.2x Lower Infrastructure Cost |
DeepSeek-R1 DeepSeek | $0.55 | $2.19 | 2.7% | 5.2x Lower Infrastructure Cost |
DeepSeek-V3.2 DeepSeek | $0.27 | $1.10 | 3.5% | 2.6x Lower Infrastructure Cost |
Llama 4 Scout 109B Meta/Groq | $0.11 | $0.34 | 3.8% | 8x Lower Infrastructure Cost |
Llama 4 Maverick 400B Meta | $0.27 | $0.85 | 3.2% | 2x Lower Infrastructure Cost |
Mistral Large 3 Mistral | $0.50 | $1.50 | 4.2% | 3.6x Lower Infrastructure Cost |
Phi-4 Mini 14B Microsoft | $0.05 | $0.10 | 5.1% | 4.8x Lower Infrastructure Cost |
P PRISM GRID VLT-002 OPTIMIZED | $0.42 | $0.42 | ARCHITECTURALLY IMPOSSIBLE | 100% SOVEREIGN FIDELITY |
How We Destroy
the Markup.
Standard AI providers charge up to 142x markup on raw FLOPs. PRISM's grid architecture bypasses vendor tax through three proprietary vectors:
T0 Token Shaving
NLP Preprocessor removes redundant patterns before they hit the GPU.
Semantic VLT-002
14.2x context compression reduces active token weight by 94%.
Tuition Grid Sync
Zero-retrain learning eliminates the need for multi-billion dollar training cycles.
Live ROI Terminal
Real-world Enterprise Tracking
Standard API Spend$142,405
PRISM Grid Cost$1,042
Verified Savings
99.2%