anypick-python

Python implementation of anypick. See the project docs for the full design.

Install (dev)

cd anypick-python
pip install -e ".[dev]"

Use

import os
from anypick import anypick, ModelFilters, BenchmarkThreshold

sel = anypick(
    filters=ModelFilters(
        max_prompt_price=2e-6,
        min_context_length=128_000,
        requires_tools=True,
        min_benchmarks=[BenchmarkThreshold(task_type="coding", min=60)],
    ),
    strategy="cheapest_with_floor",
    openrouter_api_key=os.environ["OPENROUTER_API_KEY"],
)
print(sel.model.id, sel.prompt_price, sel.score.score)

Use — Vercel AI Gateway (models only)

The Vercel AI Gateway exposes a model catalog but no benchmark feed, so pair it with a price-only strategy (cheapest):

import os
from anypick import anypick, ModelFilters

sel = anypick(
    filters=ModelFilters(
        max_prompt_price=2e-6,
        min_context_length=128_000,
        requires_tools=True,
    ),
    strategy="cheapest",
    obtainer="vercel",
    vercel_api_key=os.environ.get("VERCEL_AI_GATEWAY_API_KEY"),  # optional
)
print(sel.model.id, sel.prompt_price)

Test

pytest -q

Tests run offline against committed fixtures in tests/fixtures/.