Stories from the gateway
Models
Kimi K3 vs DeepSeek V4 Flash: The Widest Gap in Open Weights
The strongest open-weight model against one of the cheapest, both with 1M context. When a twenty-fold price difference is worth paying and when it is waste.
· 9 min read
Models
Kimi K3 vs Kimi K2.6: Is the Upgrade Worth 4x the Price?
K3 is the stronger model. K2.6 costs roughly a quarter as much per output token and activates a third of the parameters. When the older model is still the right call.
· 8 min read
Models
Kimi K3 vs MiniMax M3: The Top and the Floor
· 8 min read
Models
Kimi K3 vs Qwen 3.6: A Cluster or a Single GPU
· 8 min read
Models
Latency-Adjusted Model Scoring: When Fast Beats Smart
· 9 min readModels
MiniMax M2.7 vs M3: How to Judge an In-Family Upgrade
· 8 min readModels
MiniMax M2.7: Should You Still Be Running It?
· 9 min read
Models
MIT-Licensed Models: What You Can Actually Build On
· 9 min readModels
Model Deprecation and Migration: Planning for the Sunset
· 9 min readModels
Model Drift in Production: Detecting Quality Change With No Error
· 9 min readModels
Model Release Cadence in 2026: Building for a Moving Target
· 9 min readModels
Model Selection for Cost Ceilings: Working Backwards From a Budget
· 9 min read
Models
Models That Fit on One GPU: What You Can Actually Run
· 9 min readModels
Multi-Model Strategies: Splitting Work Across Two or Three Models
· 9 min readReady to start?
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