PID Intelligence Report — 2026-03-21 14:18 UTC

Status: YELLOW — 32/32 positions verified | 3 stale (>24h) | 11 changes in 24h

Arsenal Health

32/32 positions verified

⚠ Attention Required

Changes (Last 24h)

• DeepSeek-R1-0528 — alert: PRICE DISCREPANCY: {‘openrouter’: 0.7, ‘artificial_analysis’: 1.35, ‘models_dev’: 0.574}
• llama3.1-8b — alert: PRICE DISCREPANCY: {’litellm’: 0.03, ‘models_dev’: 0.1}
• Meta-Llama-3.1-8B-Instruct — alert: PRICE DISCREPANCY: {’litellm’: 0.03, ‘models_dev’: 0.1}
• deepseek-ai/deepseek-r1 — alert: PRICE DISCREPANCY: {‘openrouter’: 0.7, ‘artificial_analysis’: 1.35, ‘models_dev’: 0.574}
• deepseek-r1-distill-llama-70b — alert: PRICE DISCREPANCY: {‘artificial_analysis’: 0.7, ‘models_dev’: 0.287}
• deepseek-reasoner — alert: PRICE DISCREPANCY: {‘openrouter’: 0.7, ‘artificial_analysis’: 1.35, ‘models_dev’: 0.574}
• qwen/qwen3.5-397b-a17b — alert: PRICE DISCREPANCY: {‘openrouter’: 0.39, ‘models_dev’: 0.6}
• mistralai/mistral-large-3-675b-instruct- — alert: PRICE DISCREPANCY: {’litellm’: 0.5, ‘artificial_analysis’: 0.5, ‘models_dev’: 1.0}
• llama-3.1-8b-instant — alert: PRICE DISCREPANCY: {’litellm’: 0.03, ‘models_dev’: 0.1}
• openai/gpt-oss-120b:free — alert: PRICE DISCREPANCY: {’litellm’: 3.0, ‘openrouter’: 0.039}
• openai/gpt-oss-120b — alert: PRICE DISCREPANCY: {’litellm’: 3.0, ‘openrouter’: 0.039}

Review Queue

Queue clear — no items pending.

10 items closed in last 48h.

Bench Depth

• Active (Ring 1): 22 models — 10 reasoning — 5 tool-use — 16 large-context
• Bench (Ring 2): 397 models — 4 reasoning — 3 tool-use — 7 large-context
• Unsorted (Ring 3): 194 models — 84 reasoning — 146 large-context

Chain resilience: I1: 4 models across 7 providers, I2: 6 models across 8 providers, I3: 4 models across 9 providers

Opportunities

1 free reasoning models unassigned:

• Nemotron 3 Super 120B (NVIDIA (Key A) — 262K ctx)

76 idle provider slots with verified capacity not in any chain.

Landscape

840 models tracked across 27 providers | Last scan: 15h ago (4587 models) Ring distribution: R1: 22 | R2: 616 | R3: 202

7-day activity: 11 changes across 1 active days

Generated 2026-03-21 14:18 UTC by pid-intelligence-report.py