#29011 [Bug]: SambaNova cost map is stale/incorrect (deprecated models, wrong pricing/context, missing models)
### Check for existing issues
- [x] I have searched the existing issues and checked that my issue is not a duplicate.
### What happened?
Of the 17 `sambanova/*` entries in `model_prices_and_context_window.json`, 12 are already retired on SambaNova Cloud but remain in the cost map with no `deprecation_date`. Several current models also carry incorrect pricing/context, and 2 current models are missing.
Official references: [models](https://docs.sambanova.ai/docs/en/models/sambacloud-models) / [deprecations](https://docs.sambanova.ai/docs/en/models/deprecations) / [pricing](https://cloud.sambanova.ai/plans/pricing)
**Problem 1: deprecated models still present (12, none has `deprecation_date`)**
| `sambanova/*` entry | retirement date | | --- | --- | | DeepSeek-R1-Distill-Llama-70B | 2026-03-20 | | Qwen3-32B | 2026-04-06 | | DeepSeek-V3-0324 | 2026-04-14 | | Meta-Llama-3.1-8B-Instruct | 2026-04-14 | | Meta-Llama-3.1-405B-Instruct | 2025-06-25 | | Meta-Llama-3.2-1B-Instruct | 2025-06-25 | | Meta-Llama-3.2-3B-Instruct | 2025-06-25 | | Meta-Llama-Guard-3-8B | 2025-06-25 | | QwQ-32B | 2025-06-25 | | Qwen2-Audio-7B-Instruct | 2025-06-19 | | Llama-4-Scout-17B-16E-Instruct | 2025-06-19 …