Raindrop records 42,807 monthly visits with -18.4% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Together AI records 1,645,930 monthly visits with +64.9% growth and Freemium, Paid pricing.
Find and fix problems in your AI agents before users do
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
| Dimension / Metric | | |
|---|---|---|
| Official Domain | raindrop.ai | together.ai |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Freemium, Paid |
| Monthly Visits | 42.81K (42,807) | 1.65M (1,645,930) |
| MoM Traffic Delta | -9.63K (-18.4%) | +647.75K (+64.9%) |
| Primary Market & Share | 🇺🇸 United States (77.1%) | 🇺🇸 United States (36.3%) |
| Direct Visits / mo | 23.55K | 882.21K |
| User Rating | 4.4 | 4.7 |
| Supported Platforms | Website | Website |
Find and fix problems in your AI agents before users do
See every message, tool call and decision in a run, with inputs, outputs and durations, so you can pinpoint where a run broke down.
Recurring failures are grouped into issues with severity, affected users, last-seen time and a confidence score, instead of scattered alerts.
An agent investigates issues and automates follow-up across Slack, the web app and MCP, so debugging happens where your team already works.
Run scenarios against a change on a pull request and compare results with real traffic to catch regressions before merge.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
SpecialistProvides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models.
SpecialistProvides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models.
SpecialistRestricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.
SpecialistRestricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.
Aggregates hundreds of models through a single API, offering broader model choice than Together AI's hosted lineup.
Aggregates hundreds of models through a single API, offering broader model choice than Together AI's hosted lineup.
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
Delivers dramatically faster token generation speeds using custom hardware, though with a more limited model selection.
SpecialistOne API for 1,500+ production-ready generative media models
Focuses heavily on deploying custom machine learning models and media generation pipelines alongside standard text LLMs.
Focuses heavily on deploying custom machine learning models and media generation pipelines alongside standard text LLMs.
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Provides exceptionally fast inference speeds and robust fine-tuning tools, competing directly on open-source model deployment performance.
Offers similar low-cost serverless inference for open-weight models, but with a simpler pay-as-you-go pricing model.
One API for fast, cost-predictable inference on LLMs and multimodal models
One API for fast, cost-predictable inference on LLMs and multimodal models
Delivers competitive serverless pricing and GPU instances, but features a slightly less refined developer dashboard experience.
