InfrastructureOctober 2, 2026Impact
The price of frontier-level intelligence fell 10x in a year
Analysis of API prices shows the cost of reaching a fixed capability level has dropped roughly tenfold in twelve months, driven by efficient small models and cheaper inference hardware.
Why it matters
Tasks that were too expensive to automate last year are now viable, from summarising every support call to running agents on every pull request.
The details
- Fast-tier models like Gemini 3.5 Flash, Claude Haiku 5.5 and DeepSeek V4.1 Flash now match early-2025 flagships on many tasks.
- Prompt caching and batch APIs cut costs further for high-volume workloads.
- Flagship prices have held roughly flat; the savings come from smaller models catching up.
Models in this story
Provenance: Independent price-tracking analysis. Illustrative placeholder story.