Token Ledger — 2026-07-06

The Token Ledger Digest – 2026-07-06

No meaningful changes today.

Cheapest models (per‑million tokens):

1. inclusionAI: Ling-2.6-flash – Prompt $0.01 / 1M, Completion $0.03 / 1M.
   
   Who should care: Cost‑sensitive applications needing low‑latency flash inference.

2. IBM: Granite 4.0 Micro – Prompt $0.02 / 1M, Completion $0.11 / 1M.
   
   Who should care: Enterprises seeking a balanced micro‑model with cheap prompts.

3. Meta: Llama 3.1 8B Instruct – Prompt $0.02 / 0.02 / 1M, Completion $0.03 / 1M.
   
   Who should care: Developers needing a capable 8B model at minimal cost.

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