Pokee-Isaac 28B Report - BFCL v4 - Live Relevance: leaderboard

Berkeley Function-Calling Leaderboard v4 Live Relevance category: making a call when a relevant user-contributed function is offered. 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

#ModelScoreOverall rank
1Gemini 3.5 Flash Lite100#300
2Nemotron 3 Super100#766
3Qwen 3.5 122B A10B87.5#329
4GPT-5.6 Luna81.2#117
5Claude Haiku 4.568.8#568

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-live-relevance · How It Works · Data refreshed daily, snapshot 2026-11-12.