INSTITUTIONAL TELEMETRY SUITE

Foundation Model Benchmark Intelligence Lab

Compare foundation models on standardized, contamination-resistant academic benchmarks: LMSYS Arena-Hard, Princeton SWE-bench Verified, GPQA PhD STEM, and MATH Level 5.

⚡ Real-Time Interactive Telemetry Engine Initialized

Explore verified foundation models, calculate hardware sizing, or simulate multi-turn token costs directly on this platform.

Featured 2026 Foundation Models

OpenAI GPT-6.1 Sol Pro
OpenAI • 1M context
Arena: 1420 pts | SWE: 98.8%
$2.00 in / $8.00 out per 1M
Claude Sonnet 5.5
Anthropic • 500k context
Arena: 1415 pts | SWE: 98.5%
$2.00 in / $10.00 out per 1M
Gemini 4 Argon
Google • 2M context
Arena: 1395 pts | SWE: 97.2%
$1.50 in / $6.00 out per 1M
DeepSeek V4.1 Flash
DeepSeek • 256k context
Arena: 1365 pts | SWE: 94.5%
$0.15 in / $0.60 out per 1M
Qwen 3.8 Max Prime
Alibaba Qwen • 512k context
Arena: 1380 pts | SWE: 96%
$0.40 in / $1.20 out per 1M
Mistral Large 4.0
Mistral AI • 256k context
Arena: 1375 pts | SWE: 95%
$1.20 in / $3.60 out per 1M