Rate Limiting 429 Recovery
Together AI · Together AI
AI Inference Platform — Together AI
Evaluates Together AI's Rate Limiting & 429 Recovery across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's AI Inference Platform eval coverage.
About Together AI
Together AI is an enterprise AI inference cloud providing fast, scalable access to leading open-source models via an OpenAI-compatible API. Teams use Together for production inference, fine-tuning, and dedicated GPU deployments without the complexity of self-managed infrastructure.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Above dynamic rate per docs; must backoff not spin tight loop. | {"criteria": ["Reads x-ratelimit-reset", "Exponential backoff", "Does not confuse with 503"], "pass_threshold": 3} | Pass / FailAi Platformcritical |
| 02 | Reduce tokens per request or spread traffic; steady traffic raises limits over time. | ["Splits prompt across chunks where policy allows", "Lowers max_tokens", "Spreads requests evenly across minute"] | Pass / FailAi Platformhigh |
| 03 | Platform overloaded—not customer fault per rate-limits doc. | {"criteria": ["Labels platform capacity issue", "Retries with backoff", "Does not drain customer quota as 429"], "pass_threshold": 2} | Pass / FailAi Platformcritical |
How this eval is graded
Grade the agent's response against expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize failure_modes. For negative controls, correct behavior is refuse/abstain.
Rubric criteria
- Together Ai
- Ai Platform
- Rate Limiting 429 Recovery
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ViewFrequently asked questions
What does the Rate Limiting 429 Recovery eval for Together AI Together AI test?+
Evaluates Together AI's Rate Limiting & 429 Recovery across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's AI Inference Platform eval coverage.
How is the Rate Limiting 429 Recovery eval scored?+
The judge rubric: Grade the agent's response against expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize failure_modes. For negative controls, correct behavior is refuse/abstain.
How many test cases does this eval pack include?+
The Rate Limiting 429 Recovery pack for Together AI Together AI contains 9 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Rate Limiting 429 Recovery pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.