Provider Deep-Dive
1 creditGET /api/premium/providers/{name}The provider deep-dive endpoint returns one complete profile per call: live status with components, all of the provider's models in tier order with pricing and benchmark scores joined, recent news mentions, and agent traffic. Aggregation over four free endpoints in a single paid request.
When to use this endpoint
When your agent is evaluating one provider in depth and would otherwise stitch /api/status, /api/models, /api/benchmarks, and /api/news client-side. Saves four round-trips and a non-trivial join.
Parameters
| Name | In | Type | Description |
|---|---|---|---|
| name* | path | string | Provider id or display name (case-insensitive) |
* required
Example response
{
"ok": true,
"provider": { "id": "anthropic", "name": "Anthropic" },
"status": { "state": "operational", "status_page_url": "..." },
"models": [
{ "id": "opus-4-7", "name": "Claude Opus 4.7", "tier": "flagship",
"pricing": { "input": 15, "output": 75, "blended": 45 },
"benchmark_scores": { "swe_bench": 73.4, "mmlu_pro": 88.5 } }
],
"recent_news_count": 12, "agent_traffic_24h": 124
}Code samples
Python SDK
from tensorfeed import TensorFeed
tf = TensorFeed(token="tf_live_...")
profile = tf.provider_deepdive("anthropic")
for m in profile["models"]:
print(m["name"], m["pricing"]["blended"])TypeScript SDK
import { TensorFeed } from 'tensorfeed';
const tf = new TensorFeed({ token: 'tf_live_...' });
const profile = await tf.providerDeepDive('anthropic');MCP tool
Available via the TensorFeed MCP server as provider_deepdive. Add npx -y @tensorfeed/mcp-server to your Claude Desktop or Claude Code MCP config.