Ripple 65B Preview vs Summarize
Updated November 14, 2026; no benchmark has tested both models yet.
- Coding
- No data
- Overall
- No data
- Output $/M
- $0.60
- Coding
- No data
- Overall
- No data
- Output $/M
- No data
Ripple 65B Preview or Summarize: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Ripple 65B Preview for a larger context window (1.05M against 1M tokens).
No benchmark has tested either model yet, so price and context are the only way to compare them.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Neither has a coding score yet.
One side not measured
Long documents
Listed context window
Ripple 65B Preview
Ripple 65B Preview takes 1.05M tokens against 1M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Summarize
Ripple 65B Preview $0.0005, Summarize $0.0000 per turn.
List prices
At a glance
- Coding index
- Ripple 65B Preview not benchmarked, Summarize not benchmarked.
- Widest category
- None yet: no category has been tested on both models.
- Widest single gap
- None yet: no benchmark has tested both models.
- Output price
- Ripple 65B Preview $0.60 against Summarize Free per million output tokens.
- Context window
- Ripple 65B Preview takes 1.05M tokens, Summarize 1M.
Benchmark by benchmark
Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Summarize costs less
Repository review
50K input + 3K output tokens
Summarize costs less
Agent loop
200K input + 10K output tokens
Summarize costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Ricursive Ripple 65B Preview | ScaleDown Summarize |
|---|---|---|
| Maker | Ricursiveai | Scaledown |
| Weights | Open weights | No public weights listed |
| Released | November 4, 2026 | October 13, 2026 |
| Context window | 1.05M | 1M |
| Input $/Mtok | $0.20 | $0.04 |
| Output $/Mtok | $0.60 | Free |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Ripple 65B Preview better than Summarize for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Ripple 65B Preview for a larger context window (1.05M against 1M tokens).
Which is cheaper, Ripple 65B Preview or Summarize?
Ripple 65B Preview costs $0.20 per million input tokens and $0.60 per million output tokens; Summarize costs $0.04 and Free. Cost per solved task is known for neither of them.
Which has the bigger context window, Ripple 65B Preview or Summarize?
Ripple 65B Preview, with 1.05M tokens against 1M.
Has any benchmark tested both Ripple 65B Preview and Summarize?
No benchmark has tested either model yet, so price and context are the only way to compare them. Data as of November 14, 2026.