# Bobcat 1.3 (31B) vs H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim)

As of Oct 15, 2026, Bobcat 1.3 (31B) leads H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim) in 1 of 1 shared categories: Decision models.

Bobcat 1.3 (31B): price per 1M tokens is unset in the catalog.

H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim): price per 1M tokens is unset in the catalog.

Bobcat 1.3 (31B): open weights.

H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, Bobcat 1.3 (31B) leads H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim) in Decision models at #5 against #17.

As of Oct 15, 2026, Bobcat 1.3 (31B) is state of the art in Decision models (since Oct 14, 2026; sources Decision Index latency; methodology v1.0).

As of Oct 15, 2026, H2O-Lightning-4B v1.1 (H2O.ai, Qwen3.5-4B fine-tune, stock vLLM + open shim) is ranked #17 in Decision models (since Oct 15, 2026; sources JevBench; methodology v1.0).