Head-to-head comparison
North Mini Code (Cohere) and Phi 4 (Microsoft) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.
Snapshot as of 18 August 2026
As of 18 August 2026, North Mini Code holds the stronger ModelCap Index position (#89 vs #197); North Mini Code is cheaper per output token (Free/1M vs $0.14/1M); and North Mini Code offers the longer context window (256K vs 16K tokens).
Evidence: 1 public benchmark observation across 1 board · 3 public benchmark observations across 3 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.
Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.
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North Mini Code ranks higher on the ModelCap Index as of 18 August 2026: #89 against #197. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.
North Mini Code is cheaper on output tokens: Free/1M against $0.14/1M. Input tokens are Free/1M for North Mini Code and $0.07/1M for Phi 4. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.
North Mini Code has the larger context window: 256K tokens against 16K.
The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.
North Mini Code: Open weights. Phi 4: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.
ModelCap currently lists 1 API provider for North Mini Code and 1 for Phi 4, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.
Every figure comes from the sealed ModelCap dataset published 18 August 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.