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Token Ledger Digest – 2026-09-11

Token Ledger Digest – 2026-09-11

Biggest cost shift: MoonshotAI: Kimi K3 – prompt price fell from $3.00 to $2.34 / 1M tokens (‑0.66) and completion from $15.00 to $11.70 / 1M tokens (‑3.30). Total ‑$3.96 / 1M. Who should care: Teams running long‑form generation or chat workloads on Kimi K3 see ~26% lower inference cost.

Added models

  • Sakana: Fugu Ultra v2 – 1M‑token context, prompt $5.00 / 1M, completion $30.00 / 1M. Who should care: Users needing very long context with moderate‑priced generation.
  • Sakana: Fugu Max – 1M‑token context, prompt $2.00 / 1M, completion $6.00 / 1M. Who should care: Cost‑sensitive applications that still require large context windows.
  • inclusionAI: Ling 3.0 Flash VL (free) – 262k‑token context, prompt $0.00, completion $0.00 / 1M. Who should care: Prototyping or education where zero cost is critical.

Other price changes (Δ per 1M tokens)

Model Prompt Δ Completion Δ Total Δ
Z.ai: GLM Latest –0.0375 –0.1023 –0.1398
DeepSeek: V4 Pro 0813 –0.3894 –1.1682 –1.5576
Upstage: Solar Pro 4 +0.0600 +0.2400 +0.3000
MoonshotAI: Kimi Latest –0.0600 –0.3000 –0.3600
Google: Gemma 4 26B A4B –0.0280 –0.1200 –0.1480
Qwen: Qwen3 30B A3B Instruct 2507 +0.0419 +0.1070 +0.1489
DeepSeek: V3 0324 –0.0400 –0.1400 –0.5400

Who should care: Developers monitoring budget impacts—note the notable price rise for Upstage Solar Pro 4 (+$0.30 / 1M) and Qwen3 (+$0.15 / 1M), while most models saw reductions.

Cheapest models today (per 1M tokens)

  1. IBM: Granite 4.0 Micro – prompt $0.017, completion $0.112
  2. Mistral: Mistral Nemo – prompt $0.019, completion $0.030
  3. inclusionAI: Ling 3.0 Flash – prompt $0.021, completion $0.063

Total models tracked: 439. No removals reported.


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