Novita vs Together AI
Novita scores higher on the AgentReady, 65/100 against 46/100. They differ on 7 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.
What each one is
Novita. Novita AI is the AI-Native Cloud for builders and agents: run models, scale GPUs, and build AI agents on one platform.
Together AI. Full-stack AI platform, powered by cutting-edge research
Where Novita is ahead
Novita passes search discoverable, clear product positioning and mcp discoverable, and Together AI does not. That is discover, whether an agent can find the product at all without being told it exists.
It also holds understand: authentication documented. Together AI misses it.
And on adopt, no mandatory sales call, cli available and mcp integration available. Together AI misses those.
What neither does
Both fail openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, agent-compatible signup flow, programmatic credential creation, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified. If your agent needs any of those, you will be building it yourself either way.
Score, pillar by pillar
The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.
Discover is whether an agent can find the product at all without being told it exists. Novita leads 100 to 60. Novita misses nothing; Together AI misses search discoverable, clear product positioning, mcp discoverable.
Understand. Novita leads 46 to 38. Novita misses openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Together AI misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.
Adopt. Novita leads 80 to 52. Novita misses agent-compatible signup flow, programmatic credential creation; Together AI misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, cli available, mcp integration available.
Operate. Both sit at 35/100 here. Novita misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Together AI misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.
Pricing
Novita does not publish a machine-readable starting price and has a free tier. Together AI starts at $0.00 and has a free tier.
| Novita plans | Together AI plans |
|---|---|
| - | Serverless Inference Usage-based per 1M tokens |
| - | Provisioned Throughput Custom |
| - | Dedicated Inference Custom |
| - | GPU Clusters Custom |
| - | Sandbox Custom |
| - | Managed Storage Custom |
| - | Fine-Tuning Custom |
Signal by signal
| Signal | Novita | Together AI |
|---|---|---|
| AgentReady | 65 | 46 |
| Discovery | 100 | 60 |
| Understanding | 46 | 38 |
| Adoption | 80 | 52 |
| Operability | 35 | 35 |
| Public API | Yes | Yes |
| MCP server | Yes | No |
| OpenAPI spec | Yes | Yes |
| CLI | Yes | Unknown |
| llms.txt | Yes | Yes |
| Self-serve signup | Yes | Yes |
| Free tier | Yes | Yes |
Which to pick
Novita clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Novita and Together AI. Alternatives to each: Novita, Together AI.
An agent can fetch this as data: POST /v1/compare {"slugs": ["novita", "together"]}