ricursiveai Ripple 65B Preview

Ripple 65B Preview by ricursiveai excels in the Coding category, where it ranks #177 with a composite score of 40/100. Ripple-65B-Preview by ricursiveAI, a 65B model with native tool calling, served in BF16. It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.

Ripple 65B Preview is priced at $0.20 per million input tokens and $0.60 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.

In the Coding category, Ripple 65B Preview holds rank #177 out of 439 models tracked. Its quality rank is #177 and adoption rank is #177. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.

Ripple 65B Preview has been evaluated across 5 different signals. Its strongest areas include Capabilities (50/100), Pricing (99/100), Context Window (96/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 40/100 reflects a weighted combination of all tracked signals.

Ripple 65B Preview is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check ricursiveai's website for current free tier availability and promotional offers.

Ripple 65B Preview supports a 1,049K token context window (1,048,576 tokens total). That translates to roughly 786,432 words in a single prompt. This is large enough to process entire codebases, research papers, or long conversation histories in one shot.

Ripple 65B Preview can generate up to 131K output tokens (131,072 tokens) per response. That is roughly 98,304 words. This is enough for generating complete code files, detailed reports, or long-form content in a single response.

Ripple 65B Preview supports function/tool calling, structured JSON output, streaming responses. Function calling lets you integrate it with external APIs and tools programmatically. These capabilities determine which workflows and integrations the model can handle natively.

Ripple 65B Preview was developed by ricursiveai. It was released on November 4, 2026. You can access it through ricursiveai's API. Check our provider page for all models from ricursiveai and how they compare against each other.

Pick Ripple 65B Preview when you need a budget-friendly option for high-volume, simpler tasks where you prioritize cost over peak performance. If your task is straightforward text completion or classification, a cheaper model might give you 90% of the quality at a fraction of the price. Run a quick benchmark on your actual use case before committing.

You can access Ripple 65B Preview through ricursiveai's API using standard HTTP requests or their official SDK. Most providers support OpenAI-compatible endpoints, so switching between models often requires changing just the model name in your API call. Streaming is supported for real-time token-by-token output. For production use, implement proper error handling, rate limiting, and cost monitoring.