Use case
Cheap bulk summarization
Shorten a lot of text when a small miss is acceptable and the bill is not.
What matters
Input price times volume is the whole decision. Long context matters only if you refuse to chunk.
cost · long-context
Top picks
- #1ricursiveAI/Ripple-65B-Preview
Listed at a low input price (under $1 / M), which is what bulk work cares about.
- #2NVIDIA: Nemotron 3.5 Super VL (free)
Open-weight hint on the listing, so you can check the license and run it yourself.
- #3Tencent: Hy4
Open-weight hint on the listing, so you can check the license and run it yourself.
Budget pick
NVIDIA: Nemotron 3.5 Super VL (free)
Open-weight pick
NVIDIA: Nemotron 3.5 Super VL (free)
Pitfalls
- A decision model will not write the summary. It can score whether a summary followed the rubric.
- Free-tier ids are often rate limited. Fine for a sample, painful for a backlog.
Sample prompt
Summarize the thread in 5 bullets. Keep names, dates, and the decision. Leave out greetings.
Try the chat picks