Ripple-65B Preview
No cheaper ranked model scores higher: it is on the price frontier.
As of 6 Nov 2026, Ripple-65B Preview by Ricursive is not yet ranked on the BenchLeader Index, which needs at least five independent results across two categories. API pricing: $0.200 per 1M input tokens and $0.600 per 1M output tokens ($0.300 blended at 3:1), list price on 6 Nov 2026. It streams about 61 tokens/s (OpenRouter). Released 4 Nov 2026.
Key facts (as of 6 Nov 2026)
- Ripple-65B Preview API pricing: $0.200 per 1M input tokens and $0.600 per 1M output tokens ($0.300 blended at 3:1) (list price, 6 Nov 2026).
- Ripple-65B Preview streams about 61 tokens/s (OpenRouter, 6 Nov 2026).
- Ripple-65B Preview was released on 4 Nov 2026 (Ricursive).
In detail. Ripple-65B Preview is a Ricursive open-weights model, released 4 Nov 2026. It is not yet ranked: no independent benchmark results so far, only pricing and metadata. At $0.300 per million tokens blended it is cheaper than most ranked models. Output speed of 61 tokens per second puts it slower than most, with a first token in 2.5 s.
- Blended price
- $0.300/M
- $0.200 in · $0.600 out
- via OpenRouter
- Output speed
- 61 tok/s
- OpenRouter traffic, 7-day median; not yet measured by Artificial Analysis
- First answer
- 2.50 s
- Context
- 1.0M
- via OpenRouter
- Full answer
- –
- Cost per task
- –
- Tokens per task
- –
- Released
- 4 Nov 2026
No independent quality benchmark results yet — only pricing and metadata.
API pricing: where to run it
Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.
| Provider | Speed | First token | Input $/M | Output $/M | Context | Quantisation |
|---|---|---|---|---|---|---|
| GMICloud | 52 tok/s | 3.33 s | $0.200 | $0.600 | 1.0M | bf16 |
What a task costs
Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache. Reasoning tokens are not modelled.
| Workload | Tokens in / out | Cost | With caching | Time |
|---|---|---|---|---|
| Chat reply | 400 / 300 | $0.0003 | – | 7.4 s |
| Summarize a 30-page report | 12,000 / 600 | $0.0028 | – | 12.3 s |
| Code edit | 6,000 / 1,500 | $0.0021 | – | 27.0 s |
| Agentic coding session | 60,000 / 4,000 | $0.014 | – | 1.1 min |
| Structured extraction | 2,000 / 200 | $0.0005 | – | 5.8 s |
See also
Questions people ask
- Why does Ripple-65B Preview have no BenchLeader Index score?
- The index needs at least five independent results across at least two categories, and as of 6 Nov 2026 Ripple-65B Preview does not have them yet. Launch-post scores are never used, so it is ranked once independent publishers have measured it.
- How much does Ripple-65B Preview cost per 1M tokens?
- As of 6 Nov 2026, Ripple-65B Preview costs $0.200 per 1M input tokens and $0.600 per 1M output tokens, $0.300 blended (three input tokens per output token).
- When was Ripple-65B Preview released?
- Ricursive released Ripple-65B Preview on 4 Nov 2026.
Data as of 6 Nov 2026. Compare with another model.
Cite as: BenchLeader, “Ripple-65B Preview: benchmarks, pricing, speed and rank”, data as of 6 Nov 2026, https://www.benchleader.com/models/ripple-65b.