Pokee-Isaac 28B Report - BFCL v4 - Simple Python: leaderboard
Berkeley Function-Calling Leaderboard v4 Simple Python category: a single function call in Python, checked against the expected abstract syntax tree (200 samples). Score (%). From Pokee AI's Pokee-Isaac 28B technical report (September 10, 2026 revision): Pokee ran every listed model itself through hosted APIs under one harness, with each peer's default temperature (unless a benchmark section fixes one) and a high thinking level where available; exhausted retries, context overflows and verifier failures count as zero. Higher is better.
Metric: Score (%). Source: pokee.ai. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Haiku 4.5 | 95.2 | #568 |
| 2 | Qwen 3.5 122B A10B | 95 | #329 |
| 3 | Gemini 3.5 Flash Lite | 94.8 | #300 |
| 4 | Nemotron 3 Super | 94.8 | #766 |
| 5 | GPT-5.6 Luna | 88.5 | #117 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=pokee-isaac-28b-report-bfcl-v4-simple-python · How It Works · Data refreshed daily, snapshot 2026-11-12.