| Gemma 4 31B | Nemotron 3.5 Lightning | |
|---|---|---|
| Input, per 1M tokens | $0.09 | $0.08 |
| Output, per 1M tokens | $0.34 | $0.20 |
| Context window | 262K | 1M |
| Classification or routing (600 tokens in, 10 out), per 1,000 | $0.0574 | $0.05 |
| Chat reply (2,000 in, 400 out), per 1,000 | $0.316 | $0.24 |
| Retrieval-augmented answer (8,000 in, 500 out), per 1,000 | $0.89 | $0.74 |
| Confidence signal | yes | yes |
| Tool calling | yes | yes |
| BANKING77, correct of 400 | 304 | 255 |
Which one should carry your traffic?
If Nemotron 3.5 Lightning answers your requests as well as Gemma 4 31B, moving that traffic saves 24% on chat-shaped requests. Averages cannot tell you whether it does for your requests. Nemotron 3.5 Lightning exposes a confidence signal, so Gimbix can let it answer first and hand unsure cases to Gemma 4 31B.
Gemma 4 31B profile · Nemotron 3.5 Lightning profile · Measure it on your traffic